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} tr { page-break-inside: avoid; } } </style> </head> <body> <h1>"5>@5B8G5A:0O 8=D>@<0B8:0: <0H8==>5 >1CG5=85 8 0=0;87 40==KE</h1></td> <table bgcolor="#ffffff" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td> <p><b><i>048< 8:B>@>28G !B@86>2</i></b>, 4>:B>@ D878:>-<0B5<0B8G5A:8E =0C:, =0CG=K9 A>B@C4=8: <a href="http://www.ccas.ru/">KG8A;8B5;L=>3> F5=B@0 </a>, 4>F5=B <a href="http://www.machinelearning.ru/wiki/index.php?title=%D0%98%D0%A1">0D54@K 8=B5;;5:BC0;L=KE A8AB5<</a> <a href="http://www.mipt.ru/">>A:>2A:>3> D878:>-B5E=8G5A:>3> 8=AB8BCB0</a>, @540:B>@ 6C@=0;0 <a href="http://jmlda.org">"0H8==>5 >1CG5=85 8 0=0;87 40==KE"</a>.<br> </p><p> -;5:B@>==0O ?>GB0: <script> text='strijov'+'%40'+'ccas'+'.'+'ru';label='strijov'+'%40'+'ccas'+'.'+'ru';text2=text.replace(/%40/ig, "@");label2=label.replace(/%40/ig, "@"); document.write('<a href="'+'mai'+'lto:'+text2+'">'+label2+'</a>');</script><br> "5;5D>=: +7(499)135-4163<br> !09BK: <a href="http://www.machinelearning.ru/wiki/index.php?title=%D0%A3%D1%87%D0%B0%D1%81%D1%82%D0%BD%D0%B8%D0%BA:Strijov">MachineLearning.ru,</a> <a href="http://strijov.com/">Strijov.com</a><br></p><p align="right"> <b><a href="http://www.ccas.ru/strijov/index_en.html">English version</a></b> </p> </td><td> <img src="images/vs.jpg" alt="Vadim Strijov" width="105" height="130" border="0"> </td></tr> </tbody></table> <h2>C1;8:0F88</h2></td> <form action="" id="quicksearch"> <input type="text" id="qs_field" autocomplete="off" placeholder=">8A:..." /> <input type="button" onclick="clearQS()" value=">G8AB8BL" /> <span id="searchstat">0945=> 70?8A59: <span id="stat">0</span></span> <div id="showsettings" onclick="toggleSettings()">=0AB@>9:8...</div> <div id="settings" class="hidden"> <ul> <li><input type="checkbox" class="search_setting" id="opt_searchAbs" onchange="updateSetting(this)"><label for="opt_searchAbs"> include abstract</label></li> <li><input type="checkbox" class="search_setting" id="opt_searchRev" onchange="updateSetting(this)"><label for="opt_searchRev"> include review</label></li> <li><input type="checkbox" class="search_setting" id="opt_useRegExp" onchange="updateSetting(this)"><label for="opt_useRegExp"> use RegExp</label></li> <li><input type="checkbox" class="search_setting" id="opt_noAccents" onchange="updateSetting(this)"><label for="opt_noAccents"> ignore accents</label></li> </ul> </div> </form> <table id="qs_table" border="1"> <tbody> <!--***************************************************************************************************************************************------> <!--***************************************************************************************************************************************------> <!--***************************************************************************************************************************************------> <!--***************************************************************************************************************************************------> <!--***************************************************************************************************************************************------> <!--***************************************************************************************************************************************------> <!--***************************************************************************************************************************************------> <!--***************************************************************************************************************************************------> <!--***************************************************************************************************************************************------> <!-----================---> <tr id="Rudakov2015RZD" class="entry"> <td><h2>2017</h2> C40:>2 .., C7=5F>2 .., >B@5=:> .., !B5=8=0 .., 0H8@8= .., !B@86>2 .. <i>K1>@ >?B8<0;L=>9 <>45;8 ?@>3=>78@>20=8O >1J5<>2 3@C7>2KE 65;57=>4>@>6=KE ?5@52>7>:</i>&nbsp;// 2B><0B8:0 8 B5;5<5E0=8:0,&nbsp;2017, 78(1)&nbsp;:&nbsp;74-86. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Rudakov2015RZD','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Rudakov2015RZD','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.1134/S0005117917010064" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/Rudakov2015RZD.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Rudakov2015RZD" class="abstract noshow"> <td><b>Abstract</b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td> </tr><tr id="bib_Rudakov2015RZD" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Rudakov2015RZD, author = { C40:>2, . . and C7=5F>2, . . and >B@5=:>, . . and !B5=8=0, . . and 0H8@8=, . . and !B@86>2, . .}, title = {K1>@ >?B8<0;L=>9 <>45;8 ?@>3=>78@>20=8O >1J5<>2 3@C7>2KE 65;57=>4>@>6=KE ?5@52>7>:}, journal = {2B><0B8:0 8 B5;5<5E0=8:0}, year = {2017}, volume = {78(1)}, pages = {74-86}, url = {http://strijov.com/papers/Rudakov2015RZD.pdf}, doi = {10.1134/S0005117917010064} } </pre></td> </tr> <!-----------> <tr id="Kuznetsov2016CLEF" class="entry"> <td><h2>2016</h2> Kuznetsov M., Motrenko A., Kuznetsova R., Strijov V. <i>Methods for intrinsic plagiarism detection and author diarization</i>&nbsp;// Working Notes of CLEF,&nbsp;2016, 1609&nbsp;:&nbsp;912-919. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Kuznetsov2016CLEF','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Kuznetsov2016CLEF','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/http://ceur-ws.org/Vol-1609/" target="_blank">DOI</a>] [<a href="http://ceur-ws.org/Vol-1609/16090912.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Kuznetsov2016CLEF" class="abstract noshow"> <td><b>Abstract</b>: The paper investigates methods for intrinsic plagiarism detection and author diarization. We developed a plagiarism detection method based on constructing an author style function from features of text sentences and detecting outliers. We adapted the method for the diarization problem by segmenting author style statistics on text parts, which correspond to different authors. Both methods were tested on the PAN-2011 collection for the intrinsic plagiarism detection and implemented for the PAN-2016 competition on author diarization.</td> </tr><tr id="bib_Kuznetsov2016CLEF" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Kuznetsov2016CLEF, author = {Mikhail Kuznetsov and Anastasia Motrenko and Rita Kuznetsova and Vadim Strijov}, title = {Methods for intrinsic plagiarism detection and author diarization}, journal = {Working Notes of CLEF}, year = {2016}, volume = {1609}, pages = {912-919}, url = {http://ceur-ws.org/Vol-1609/16090912.pdf}, doi = {http://ceur-ws.org/Vol-1609/} } </pre></td> </tr> <!-----------> <tr id="Kuznetsov2013Structure" class="entry"> <td> Kuznetsov M.P., Tokmakova A.A., Strijov V.V. <i>Analytic and stochastic methods of structure parameter estimation</i>&nbsp;// Informatica,&nbsp;2016, 27(3)&nbsp;:&nbsp;607-624. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Kuznetsov2013Structure','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Kuznetsov2013Structure','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/http://www.mii.lt/informatica/pdf/INFO1109.pdf" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/HyperOptimizationEng.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Kuznetsov2013Structure" class="abstract noshow"> <td><b>Abstract</b>: The paper presents analytic and stochastic methods of structure parameters estimation for model selection. Structure parameters are covariance matrices of parameters of linear and non-linear regression models. To optimize the model parameters and the structure parameters we maximize the model evidence including the data likelihood and the prior parameter distribution. The analytic methods are based on the approximated model evidence derivatives computation. The stochastic methods are based on the model parameters sampling and data cross-validation. The proposed methods are tested and compared on synthetic and real data.</td> </tr><tr id="bib_Kuznetsov2013Structure" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Kuznetsov2013Structure, author = {M. P. Kuznetsov and A. A. Tokmakova and V. V. Strijov}, title = {Analytic and stochastic methods of structure parameter estimation}, journal = {Informatica}, year = {2016}, volume = {27(3)}, pages = {607-624}, url = {http://strijov.com/papers/HyperOptimizationEng.pdf}, doi = {http://www.mii.lt/informatica/pdf/INFO1109.pdf} } </pre></td> </tr> <!-----------> <tr id="Motrenko2015ExogenousFactors" class="entry"> <td> Motrenko A.P., Rudakov K.V., Strijov V.V. <i>Combining endogenous and exogenous variables in a special case of non-parametric time series forecasting model</i>&nbsp;// Moscow University Computational Mathematics and Cybernetics,&nbsp;2016, 40(2)&nbsp;:&nbsp;71-78. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Motrenko2015ExogenousFactors','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Motrenko2015ExogenousFactors','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.3103/S0278641916020072" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/Motrenko2015ExogenousFactors.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Motrenko2015ExogenousFactors" class="abstract noshow"> <td><b>Abstract</b>: We address a problem of increasing quality of forecasting time series by taking into account the information about exogenous factors. Our aim is to improve a special case of non-parametric forecasting algorithm, namely the <em>hist</em> algorithm, derived from quantile regression. The hist minimizes the convolution of a histogram of time series with the loss function. To include exogenous factors into this model we suggest to correct the histogram of endogenous time series, using exogenous time series. We propose to adjust the histogram, using mixtures of conditional histograms as a less sparse alternative to multidimensional histogram and in some cases demonstrate the decrease of loss compared to the basic forecasting algorithm. To the extent of our knowledge, such approach to combining endogenous and exogenous time series is original and has not been proposed yet. The suggested method is illustrated with the data from the Russian Railways.</td> </tr><tr id="bib_Motrenko2015ExogenousFactors" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Motrenko2015ExogenousFactors, author = {Motrenko, A. P. and Rudakov, K. V. and Strijov, V. V.}, title = {Combining endogenous and exogenous variables in a special case of non-parametric time series forecasting model}, journal = {Moscow University Computational Mathematics and Cybernetics}, year = {2016}, volume = {40(2)}, pages = {71-78}, url = {http://strijov.com/papers/Motrenko2015ExogenousFactors.pdf}, doi = {10.3103/S0278641916020072} } </pre></td> </tr> <!-----------> <tr id="Bakhteev2016AWS" class="entry"> <td> 0EB552 ..., >?>20 .!., !B@86>2 .. <i>!8AB5<K 8 A@54AB20 3;C1>:>3> >1CG5=8O 2 7040G0E :;0AA8D8:0F88</i>&nbsp;// !8AB5<K 8 A@54AB20 8=D>@<0B8:8,&nbsp;2016, 26(2)&nbsp;:&nbsp;4-22. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Bakhteev2016AWS','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Bakhteev2016AWS','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.14357/08696527160201" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/Bakhteev2016AWS.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Bakhteev2016AWS" class="abstract noshow"> <td><b>Abstract</b>: 01>B0 ?>A2OI5=0 ?>AB@>5=8N A5B8 3;C1>:>3> >1CG5=8O 8 >?B8<870F88 55 ?0@0<5B@>2 A ?><>ILN 2KG8A;8B5;L=KE <>I=>AB59 3@0D8G5A:>3> CA:>@8B5;O =0 >A=>25 A5@28A0 >1;0G=KE 2KG8A;5=89 Amazon Web Services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td> </tr><tr id="bib_Bakhteev2016AWS" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Bakhteev2016AWS, author = {0EB552, . .. and >?>20, . !. and !B@86>2, . .}, title = {!8AB5<K 8 A@54AB20 3;C1>:>3> >1CG5=8O 2 7040G0E :;0AA8D8:0F88}, journal = {!8AB5<K 8 A@54AB20 8=D>@<0B8:8}, year = {2016}, volume = {26(2)}, pages = {4-22}, url = {http://strijov.com/papers/Bakhteev2016AWS.pdf}, doi = {10.14357/08696527160201} } </pre></td> </tr> <!-----------> <tr id="Goncharov2015autumn" class="entry"> <td> >=G0@>2 .., !B@86>2 .. <i>5B@8G5A:0O :;0AA8D8:0F8O 2@5<5==KE @O4>2 A> 2725H5==K< 2K@02=820=85< >B=>A8B5;L=> F5=B@>84>2 :;0AA>2</i>&nbsp;// =D>@<0B8:0 8 55 ?@8<5=5=8O,&nbsp;2016, 10(2)&nbsp;:&nbsp;36-47. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Goncharov2015autumn','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Goncharov2015autumn','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.14357/19922264160204" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/Goncharov2015authumn.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Goncharov2015autumn" class="abstract noshow"> <td><b>Abstract</b>:  @01>B5 @0AA<0B@8205BAO 7040G0 <5B@8G5A:>3> 0=0;870 8 :;0AA8D8:0F88 2@5<5==KE @O4>2.  B0:>9 7040G5 <5B@8G5A:85 <5B>4K 8A?>;L7CNB <0B@8FC ?>?0@=KE @0AAB>O=89, AB@>OICNAO ?@8 ?><>I8 D8:A8@>20==>9 DC=:F88 @0AAB>O=8O. 0==0O <0B@8F0 8<55B 1>;LHCN @07<5@=>ABL, 0 7=0G8B A2O70==K5 A =59 2KG8A;5=8O O2;ONBAO B@C4>5<:8<8. @>1;5<0 A=865=8O 2KG8A;8B5;L=>9 A;>6=>AB8 @5H05BAO ?CB5< ?@5420@8B5;L=>3> 2K45;5=8O MB0;>==KE >1J5:B>2 8 ?>A;54CNI53> 8E 8A?>;L7>20=8O 4;O >?8A0=8O :;0AA>2.  :0G5AB25 107>2>9 <>45;8 2K1@0=0 <>45;L, 8A?>;L7CNI0O 48=0<8G5A:>5 2K@02=820=85 2@5<5==KE @O4>2 4;O ?>AB@>5=8O F5=B@>840.  @01>B5 ?@54;0305BAO 225AB8 DC=:F8N 25A>2 F5=B@>840, 2;8ONICN =0 2KG8A;5=85 @0AAB>O=8O <564C >1J5:B0<8.  :0G5AB25 >1J5:B>2 ?@54;>65=> 8A?>;L7>20BL :0: 2@5<5==K5 @O4K M;5<5=B0@=KE DC=:F89, B0: 8 2@5<5==K5 @O4K D878G5A:>9 0:B82=>AB8 G5;>25:0 A 0:A5;5@><5B@0 <>18;L=>3> B5;5D>=0. !2>9AB20 ?>AB@>5==>9 <>45;8 8AA;54CNBAO 8 A@02=820NBAO A> A2>9AB20<8 107>2>9 <>45;8.</td> </tr><tr id="bib_Goncharov2015autumn" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Goncharov2015autumn, author = {>=G0@>2, . . and !B@86>2, . .}, title = {5B@8G5A:0O :;0AA8D8:0F8O 2@5<5==KE @O4>2 A> 2725H5==K< 2K@02=820=85< >B=>A8B5;L=> F5=B@>84>2 :;0AA>2}, journal = {=D>@<0B8:0 8 55 ?@8<5=5=8O}, year = {2016}, volume = {10(2)}, pages = {36-47}, url = {http://strijov.com/papers/Goncharov2015authumn.pdf}, doi = {10.14357/19922264160204} } </pre></td> </tr> <!-----------> <tr id="Zhuravlev2016TimeSeries_ru" class="entry"> <td> #  ... # .. ......!..!.. <i>5B>4K ?@>3=>78@>20=8O 2@5<5==KE @O4>2 =0 ?@8<5@5 65;57=>4>@>6=KE 3@C7>?5@52>7>:</i>&nbsp;// 5AB=8: >AA89A:>9 :045<88 0C:,&nbsp;2016, 86(2)&nbsp;:&nbsp;138. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Zhuravlev2016TimeSeries_ru','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Zhuravlev2016TimeSeries_ru','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.7868/S0869587316020213" target="_blank">DOI</a>] [<a href="http://elibrary.ru/item.asp?id=25481577" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Zhuravlev2016TimeSeries_ru" class="abstract noshow"> <td><b>Abstract</b>: @8 @5H5=88 7040G ?;0=8@>20=8O 2 A8AB5<0E 65;57=>4>@>6=>3> B@0=A?>@B0 2>7=8:0NB ?@>1;5<K, A2O70==K5 A =5AB0F8>=0@=>ABLN, =5@02=><5@=>ABLN 8 2KA>:>9 70HC<;Q==>ABLN 8=D>@<0F88 > 3@C7>?5@52>7:0E. ;O ?>2KH5=8O MDD5:B82=>AB8 C?@02;5=8O =5>1E>48<> A>740BL 8=B5;;5:BC0;L=K5 A8AB5<K, >?8@0NI85AO =0 <0B5<0B8G5A:85 <>45;8, 8AB>@8G5A:85 40==K5 8 >?KB M:A?5@B>2.</td> </tr><tr id="bib_Zhuravlev2016TimeSeries_ru" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Zhuravlev2016TimeSeries_ru, author = {#  ..., # ..,  ' .., #& .., "  .., !" .., !"  ..}, title = {5B>4K ?@>3=>78@>20=8O 2@5<5==KE @O4>2 =0 ?@8<5@5 65;57=>4>@>6=KE 3@C7>?5@52>7>:}, journal = {5AB=8: >AA89A:>9 :045<88 0C:}, year = {2016}, volume = {86(2)}, pages = {138}, url = {http://elibrary.ru/item.asp?id=25481577}, doi = {10.7868/S0869587316020213} } </pre></td> </tr> <!-----------> <tr id="Zhur2016TimeSeries" class="entry"> <td> C@02;52 ..., C40:>2 .., >@G038= .., C7=5F>2 .., >B@5=:> .., !B5=8=0 .., !B@86>2 .. <i>5B>4K ?@>3=>78@>20=8O 8 A>3;0A>20=8O 2@5<5==KE @O4>2</i>&nbsp;// 5AB=8: ,&nbsp;2016, 86(2)&nbsp;:&nbsp;138. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Zhur2016TimeSeries','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Zhur2016TimeSeries','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.7868/S0869587316020213" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/Zhuravlev2015RZD.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Zhur2016TimeSeries" class="abstract noshow"> <td><b>Abstract</b>: @8 @5H5=88 7040G ?;0=8@>20=8O 2 A8AB5<0E 65;57=>4>@>6=>3> B@0=A?>@B0 2>7=8:0NB ?@>1;5<K A2O70==K5 A =5AB0F8>=0@=>ABLN, =5@02=><5@=>ABLN 8 2KA>:>9 70HC<;5==>ABLN 40==KE > 3@C7>?5@52>7:0E. ;O ?>2KH5=8O MDD5:B82=>AB8 C?@02;5=8O =5>1E>48<> A>740=85 8=B5;;5:BC0;L=KE A8AB5<, >?8@0NI8EAO =0 <0B5<0B8G5A:85 <>45;8, 8AB>@8G5A:85 40==K5 8 D>@<0;87>20==K9 >?KB M:A?5@B>2. 0==0O AB0BLO ?>A2OI5=0 >?8A0=8N ?@>5:B0 ?> A>740=8N A8AB5<K ?@>3=>78@>20=8O, =0?@02;5==>9 =0 ?>2KH5=85 :0G5AB20 C?@02;5=8O 3@C7>2K<8 65;57=>4>@>6=K<8 ?5@52>7:0<8 ?CB5< 2KO2;5=8O 2708<>A2O78 >1J5<>2 ?>3@C7:8 8 A?@>A0 =0 3@C7>2K5 65;57=>4>@>6=K5 ?5@52>7:8 A CG5B>< M:7>35==KE D0:B>@>2.</td> </tr><tr id="bib_Zhur2016TimeSeries" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Zhur2016TimeSeries, author = {C@02;52, .. . and C40:>2, . . and >@G038=, . . and C7=5F>2, . . and >B@5=:>, . . and !B5=8=0, . . and !B@86>2, . .}, title = {5B>4K ?@>3=>78@>20=8O 8 A>3;0A>20=8O 2@5<5==KE @O4>2}, journal = {5AB=8: }, year = {2016}, volume = {86(2)}, pages = {138}, url = {http://strijov.com/papers/Zhuravlev2015RZD.pdf}, doi = {10.7868/S0869587316020213} } </pre></td> </tr> <!-----------> <tr id="Zadayanchuk2015OptimalNN4" class="entry"> <td> 040O=GC: .., >?>20 .!., !B@86>2 .. <i>K1>@ >?B8<0;L=>9 <>45;8 :;0AA8D8:0F88 D878G5A:>9 0:B82=>AB8 ?> 87<5@5=8O< 0:A5;5@><5B@0</i>&nbsp;// =D>@<0F8>==K5 B5E=>;>388,&nbsp;2016, 22(4)&nbsp;:&nbsp;313-318. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Zadayanchuk2015OptimalNN4','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Zadayanchuk2015OptimalNN4','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Zadayanchuk2015OptimalNN4.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Zadayanchuk2015OptimalNN4" class="abstract noshow"> <td><b>Abstract</b>: 5H05BAO 7040G0 ?>AB@>5=8O <>45;8 4;O B>G=>9 8 CAB>9G82>9 :;0AA8D8:0F88 D878G5A:>9 0:B82=>AB8 G5;>25:0 ?> 2@5<5==K< @O40<. 59@>==K5 A5B8 A =54>AB0B>G=K< 8;8 871KB>G=K< G8A;>< =59@>=>2 >1;040NB =54>AB0B>G=>9 >1>1I0NI59 A?>A>1=>ABLN 8 <>3CB 4020BL ?@>3=>7K, =5CAB>9G82K5 >B=>A8B5;L=> 87<5=5=8O A>AB020 2K1>@:8. AA;54CNBAO <>45;8 87 :;0AA0 42CEA;>9=KE =59@>==KE A5B59. 0AA<0B@820NBAO <>45;8 A 871KB>G=> A;>6=>9 AB@C:BC@>9. !B@C:BC@0 <>45;8 >?B8<878@C5BAO ?CB5< C40;5=8O 87 =55 =01>@>2 ?0@0<5B@>2  =59@>=>2. ;O >?B8<870F88 AB@C:BC@K =59@>==>9 A5B8 8 >15A?5G5=8O CAB>9G82>AB8 ?@54;0305BAO 0;3>@8B< 35=5B8G5A:>3> B8?0. >287=0 @01>BK 70:;NG05BAO 2 B><, GB> 25@>OB=>ABL C40;5=8O =01>@>2 ?0@0<5B@>2 >?@545;O5BAO 48A?5@A859 ?0@0<5B@>2.  2KG8A;8B5;L=>< M:A?5@8<5=B5 <>45;8, ?>@>6405<K5 ?@54;>65==>9 AB@0B53859, A@02=820NBAO ?> 42C< :@8B5@8O< :0G5AB20: B>G=>AB8 8 CAB>9G82>AB8. >45;8 >?B8<878@CNBAO =0 2K1>@:0E, ?>;CG5==KE ?CB5< 2K45;5=8O ?@87=0:>2 87 2@5<5==KE @O4>2.</td> </tr><tr id="bib_Zadayanchuk2015OptimalNN4" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Zadayanchuk2015OptimalNN4, author = {040O=GC:, . . and >?>20, . !. and !B@86>2, . .}, title = {K1>@ >?B8<0;L=>9 <>45;8 :;0AA8D8:0F88 D878G5A:>9 0:B82=>AB8 ?> 87<5@5=8O< 0:A5;5@><5B@0}, journal = {=D>@<0F8>==K5 B5E=>;>388}, year = {2016}, volume = {22(4)}, pages = {313-318}, url = {http://strijov.com/papers/Zadayanchuk2015OptimalNN4.pdf} } </pre></td> </tr> <!-----------> <tr id="Isachenko2016MetricsLearning" class="entry"> <td> A0G5=:> .., !B@86>2 .. <i>5B@8G5A:>5 >1CG5=85 2 7040G0E <=>3>:;0AA>2>9 :;0AA8D8:0F88 2@5<5==KE @O4>2</i>&nbsp;// =D>@<0B8:0 8 55 ?@8<5=5=8O,&nbsp;2016, 10(2)&nbsp;:&nbsp;48-57. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Isachenko2016MetricsLearning','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Isachenko2016MetricsLearning','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.14357/19922264160205" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/Isachenko2016MetricsLearning.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Isachenko2016MetricsLearning" class="abstract noshow"> <td><b>Abstract</b>: 01>B0 ?>A2OI5=0 ?>AB@>5=8N <>45;8 <=>3>:;0AA>2>9 :;0AA8D8:0F88 2@5<5== KE @O4>2. @54;0305BAO 2K@02=820BL 2@5<5== K5 @O4K >B=>A8B5;L=> F5=B@>84>2 :;0AA>2. @>F54C@0 =0E>645=8O F5=B@>84>2 8 2K@02=820=8O 2@5<5== KE @O4>2 >ACI5AB2;O5BAO A ?><>ILN 0;3>@8B<0 48=0<8G5A:>9 B@0=AD>@<0F88 2@5<5=8. ;O ?>2KH5=8O :0G5AB20 :;0AA8D8:0F88 2 40==>9 @01>B5 8A?>;L7CNBAO <5B>4K <5B@8G5A:>3> >1CG5=8O. 5B@8G5A:>5 >1CG5=85 ?>72>;O5B <>48D8F8@>20BL @0AAB>O=8O <564C 2@5<5== K<8 @O40<8, A1;860O 2@5<5== K5 @O4K 87 >4=>3> :;0AA0 8 >B40;OO 2@5<5== K5 @O4K 87 @07=KE :;0AA>2. 0AAB>O=85 <564C 2@5<5== K<8 @O40<8 87<5@O5BAO A ?><>ILN <5B@8:8 0E0;0=>18A0. @>F54C@0 <5B@8G5A:>3> >1CG5=8O A>AB>8B 2 >?@545;5=88 >?B8<0;L=>9 <0B@8FK B@0=AD>@<0F89 2 <5B@8:5 0E0;0=>18A0. ;O 0=0;870 :0G5AB20 ?>AB@>5==>3> 0;3>@8B<0 ?@>2545= 2KG8A;8B5;L=K9 M:A?5@8<5=B =0 A8=B5B8G5A:8E 8 @50;L=KE 40==KE ?>:070=89 A 0:A5;5@><5B@0 <>18;L=>3> B5;5D>=0.</td> </tr><tr id="bib_Isachenko2016MetricsLearning" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Isachenko2016MetricsLearning, author = {A0G5=:>, . . and !B@86>2, . .}, title = {5B@8G5A:>5 >1CG5=85 2 7040G0E <=>3>:;0AA>2>9 :;0AA8D8:0F88 2@5<5==KE @O4>2}, journal = {=D>@<0B8:0 8 55 ?@8<5=5=8O}, year = {2016}, volume = {10(2)}, pages = {48-57}, url = {http://strijov.com/papers/Isachenko2016MetricsLearning.pdf}, doi = {10.14357/19922264160205} } </pre></td> </tr> <!-----------> <tr id="Karasikov2016TSC" class="entry"> <td> 0@0A8:>2 .., !B@86>2 .. <i>;0AA8D8:0F8O 2@5<5==KE @O4>2 2 ?@>AB@0=AB25 ?0@0<5B@>2 ?>@>640NI8E <>45;59</i>&nbsp;// =D>@<0B8:0 8 55 ?@8<5=5=8O,&nbsp;2016. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Karasikov2016TSC','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Karasikov2016TSC','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Karasikov2016TSC.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Karasikov2016TSC" class="abstract noshow"> <td><b>Abstract</b>: 01>B0 ?>A2OI5=0 7040G5 <=>3>:;0AA>2>9 ?@87=0:>2>9 :;0AA8D8:0F88 2@5<5==KE @O4>2. @87=0:>20O :;0AA8D8:0F8O 2@5<5==KE @O4>2 70:;NG05BAO 2 A>?>AB02;5=88 :064><C 2@5<5==><C @O4C 53> :@0B:>3> ?@87=0:>2>3> >?8A0=8O, ?>72>;ON- I5<C @5H0BL 7040GC :;0AA8D8:0F88 2 ?@>AB@0=AB25 ?@87=0:>2.  @01>B5 8AA;54CNBAO <5B>4K ?>AB@>5=8O ?@>AB@0=AB20 ?@87=0:>2 2@5<5==KE @O4>2. @8 MB>< 2@5<5==>9 @O4 @0AA<0B@8205BAO :0: ?>A;54>20B5;L=>ABL A53<5=B>2, 0??@>:A8<8@C5<KE =5:>B>@>9 ?0@0<5B@8G5A:>9 <>45;LN, ?0@0<5B@K :>B>@>9 8A?>;L7CNBAO 2 :0G5AB25 8E ?@87=0:>2KE >?8A0=89. >AB@>5==>5 B0: ?@87=0:>2>5 >?8A0=85 A53<5=B0 2@5<5==>3> @O40 =0A;54C5B >B <>45;8 0??@>:A8<0F88 B0:85 ?>;57=K5 A2>9AB20, :0: 8=20@80=B=>ABL >B=>A8B5;L=> A42830. ;O @5H5=8O 7040G8 :;0AA8D8:0F88 2 :0G5AB25 ?@87=0:>2KE >?8A0=89 2@5<5==KE @O4>2 ?@54;0305BAO 8A?>;L7>20BL @0A?@545;5=8O ?0@0<5B@>2 0??@>:A8<8@CNI8E A53<5=BK <>45;59, GB> >1>1I05B 107>2K5 <5B>4K, 8A?>;L7CNI85 =5?>A@54AB25==> A0<8 ?0@0<5B@K 0??@>:A8<8@CNI8E <>45;59. @>2545= @O4 2KG8A;8B5;L=KE M:A?5@8<5=B>2 =0 @50;L=KE 40==KE, ?>:0702H8E 2KA>:>5 :0G5AB2> @5H5=8O 7040G8 <=>3>:;0AA>2>9 :;0AA8D8:0F88. -:A?5@8<5=BK ?>:070;8 ?@52>AE>4AB2> ?@54;0305<>3> <5B>40 =04 107>2K< 8 <=>38<8 @0A?@>AB@0=5==K<8 <5B>40<8 :;0AA8D8:0F88 2@5<5==KE @O4>2 =0 2A5E @0AA<>B@5==KE =01>@0E 40==KE.</td> </tr><tr id="bib_Karasikov2016TSC" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Karasikov2016TSC, author = {0@0A8:>2, . . and !B@86>2, . .}, title = {;0AA8D8:0F8O 2@5<5==KE @O4>2 2 ?@>AB@0=AB25 ?0@0<5B@>2 ?>@>640NI8E <>45;59}, journal = {=D>@<0B8:0 8 55 ?@8<5=5=8O}, year = {2016}, url = {http://strijov.com/papers/Karasikov2016TSC.pdf} } </pre></td> </tr> <!-----------> <tr id="Kuznetsova2015TimeSeries" class="entry"> <td> C7=5F>20 .., !B@86>2 .. <i>>:0;L=>5 ?@>3=>78@>20=85 2@5<5==KE @O4>2 A 8A?>;L7>20=85< 8=20@80=B=KE ?@5>1@07>20=89</i>&nbsp;// =D>@<0F8>==K5 B5E=>;>388,&nbsp;2016, 22(6)&nbsp;:&nbsp;457-462. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Kuznetsova2015TimeSeries','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Kuznetsova2015TimeSeries','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Kuznetsova2015TimeSeries.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Kuznetsova2015TimeSeries" class="abstract noshow"> <td><b>Abstract</b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td> </tr><tr id="bib_Kuznetsova2015TimeSeries" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Kuznetsova2015TimeSeries, author = {C7=5F>20, . . and !B@86>2, . .}, title = {>:0;L=>5 ?@>3=>78@>20=85 2@5<5==KE @O4>2 A 8A?>;L7>20=85< 8=20@80=B=KE ?@5>1@07>20=89}, journal = {=D>@<0F8>==K5 B5E=>;>388}, year = {2016}, volume = {22(6)}, pages = {457-462}, url = {http://strijov.com/papers/Kuznetsova2015TimeSeries.pdf} } </pre></td> </tr> <!-----------> <tr id="Motrenko2015ExogenousFactors_ru" class="entry"> <td> >B@5=:> ., C40:>2 ., .. !. <i>#G5B 2;8O=8O M:7>35==KE D0:B>@>2 ?@8 =5?0@0<5B@8G5A:>< ?@>3=>78@>20=88 2@5<5==KE @O4>2</i>&nbsp;// 5AB=8: >A:>2A:>3> C=825@A8B5B0. !5@8O 15. KG8A;8B5;L=0O <0B5<0B8:0 8 :815@=5B8:0,&nbsp;2016. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Motrenko2015ExogenousFactors_ru','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Motrenko2015ExogenousFactors_ru','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Motrenko2015ExogenousFactors.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Motrenko2015ExogenousFactors_ru" class="abstract noshow"> <td><b>Abstract</b>: 5H05BAO 7040G0 ?>2KH5=8O :0G5AB20 ?@>3=>78@>20=8O 2@5<5==KE @O4>2 ?CB5< CG5B0 2;8O=8O M:7>35==KE D0:B>@>2. ;O CG5B0 M:7>35==KE D0:B>@>2 ?@54;0305BAO CB>G=8BL 38AB>3@0<<C ?@>3=>78@C5<>3> (M=4>35==>3>) 2@5<5==>3> @O40, 8A?>;L7CO 8=D>@<0F8N > @50;870F88 7=0G5=89 M:7>35==KE 2@5<5==KE @O4>2. AA;54C5BAO 0;3>@8B< hist, >A=>20==K9 =0 <5B>40E 20=B8;L=>9 @53@5AA88. ;3>@8B< hist 2KG8A;O5B ?@>3=>7 =0 >A=>25 A25@B:8 38AB>3@0<<K 2@5<5==>3> @O40 A DC=:F859 ?>B5@L. 0AA<0B@820NBAO <5B>4K CB>G=5=8O 38AB>3@0<<K: CA;>2=K5 38AB>3@0<<K, A<5A8 38AB>3@0<<. @54;0305<K5 ?>4E>4K ?@>8;;NAB@8@>20=K 7040G59 > ?@>3=>78@>20=88 >1J5<>2 3@C7>2KE 65;57=>4>@>6=KE ?5@52>7>:.</td> </tr><tr id="bib_Motrenko2015ExogenousFactors_ru" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Motrenko2015ExogenousFactors_ru, author = {>B@5=:>, .. and C40:>2, .. and !B@86>2 ..}, title = {#G5B 2;8O=8O M:7>35==KE D0:B>@>2 ?@8 =5?0@0<5B@8G5A:>< ?@>3=>78@>20=88 2@5<5==KE @O4>2}, journal = {5AB=8: >A:>2A:>3> C=825@A8B5B0. !5@8O 15. KG8A;8B5;L=0O <0B5<0B8:0 8 :815@=5B8:0}, year = {2016}, url = {http://strijov.com/papers/Motrenko2015ExogenousFactors.pdf} } </pre></td> </tr> <!-----------> <tr id="Neychev2015FeatureSelection" class="entry"> <td> 59G52 .., 0B@CF0 .., !B@86>2 . <i>K1>@ >?B8<0;L=>3> =01>@0 ?@87=0:>2 87 <C;LB8:>@@5;8@CNI53> <=>65AB20 2 7040G5 ?@>3=>78@>20=8O</i>&nbsp;// 02>4A:0O ;01>@0B>@8O. 803=>AB8:0 <0B5@80;>2,&nbsp;2016, 82(3)&nbsp;:&nbsp;68-74. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Neychev2015FeatureSelection','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Neychev2015FeatureSelection','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Neychev2015FeatureSelection.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Neychev2015FeatureSelection" class="abstract noshow"> <td><b>Abstract</b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td> </tr><tr id="bib_Neychev2015FeatureSelection" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Neychev2015FeatureSelection, author = {59G52, . . and 0B@CF0, . . and !B@86>2, ..}, title = {K1>@ >?B8<0;L=>3> =01>@0 ?@87=0:>2 87 <C;LB8:>@@5;8@CNI53> <=>65AB20 2 7040G5 ?@>3=>78@>20=8O}, journal = {02>4A:0O ;01>@0B>@8O. 803=>AB8:0 <0B5@80;>2}, year = {2016}, volume = {82(3)}, pages = {68-74}, url = {http://strijov.com/papers/Neychev2015FeatureSelection.pdf} } </pre></td> </tr> <!-----------> <tr id="Gonchariv2016Fruct" class="entry"> <td> Goncharov A.V., Strijov V.V. <i>Continuous time series alignment in human actions recognition</i>&nbsp;// Artificial Intelligence and Natural Language &amp; Information Extraction, Social Media and Web Search FRUCT Conference proceedings&nbsp;// AINL FRUCT: Artificial Intelligence and Natural Language Conference proceedings,&nbsp;2016. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Gonchariv2016Fruct','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Gonchariv2016Fruct','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Goncharov_Fruct_2016.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Gonchariv2016Fruct" class="abstract noshow"> <td><b>Abstract</b>: Human physical activity monitoring with wearable devices imposes significant restrictions on the processing power and the amount of memory available to the algorithm. Proposed to move from discrete time series representation to its analytical description and analyze them using mathematical models for satisfying these constraints. The work deals with physical activity classification. It uses metric classification algorithm, where the object s class determined by the distance from this object to the nearest centroid. Paper proposed to approximate all time series with splines and find the distance to the nearest centroid using continuous alignment path. The calculation of distance is performed using analytical transformations.</td> </tr><tr id="bib_Gonchariv2016Fruct" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Gonchariv2016Fruct, author = {Goncharov, A. V. and Strijov, V. V.}, title = {Continuous time series alignment in human actions recognition}, booktitle = {AINL FRUCT: Artificial Intelligence and Natural Language Conference proceedings}, journal = {Artificial Intelligence and Natural Language &amp; Information Extraction, Social Media and Web Search FRUCT Conference proceedings}, year = {2016}, url = {http://strijov.com/papers/Goncharov_Fruct_2016.pdf} } </pre></td> </tr> <!-----------> <tr id="KuzminEURO2016" class="entry"> <td> Kuzmin A.A., Aduenko A.A., Strijov V.V. <i>Thematic Classification for EURO/IFORS Conference Using Expert Model</i>&nbsp;// 28th European Conference on Operational Research,&nbsp;2016. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('KuzminEURO2016','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('KuzminEURO2016','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/KuzminEURO2016.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_KuzminEURO2016" class="abstract noshow"> <td><b>Abstract</b>: Every year the program committee of a major conference constructs its scientific program. Some participants take part in invited sessions, but for the majority of participants the PC along with experts have to choose sessions according to their contributed abstracts. To fit an abstract into the current conference programme one has to construct an expert system. It should respect previous conferences structure and use thematic modeling techniques.<br>The conference structure represents a tree. It has abstracts as leaves and areas, streams, sessions as nodes. Abstracts from the previous conferences already have their positions in this structure. To classify a new abstract one can use divisive hierarchical classification methods, based on SVM, NB or kNN. However, these methods are greedy. Insufficient number of abstracts in each lowest level cluster makes classification unstable. In addition, expert and algorithmic classifications differs. So a group of the most relevant clusters is preferable than the best one to meet expert needs.<br>We propose a relevance operator that returns all clusters sorted by their relevance. We consider three ways of constructing such operator using hierarchical multiclass SVM, PLSA with Adaptive Regularization, and proposed weighted hierarchical similarity function. We construct a model of EURO 2010 using expert models of EURO 2012 and 2013 to demonstrate performance of proposed methods.</td> </tr><tr id="bib_KuzminEURO2016" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{KuzminEURO2016, author = {Kuzmin, A. A. and Aduenko, A. A. and Strijov, V. V.}, title = {Thematic Classification for EURO/IFORS Conference Using Expert Model}, booktitle = {28th European Conference on Operational Research}, year = {2016}, url = {http://strijov.com/papers/KuzminEURO2016.pdf} } </pre></td> </tr> <!-----------> <tr id="Strijov2016MultiscaleForecasting" class="entry"> <td> Strijov V.V., Motrenko A.P. <i>Large-scale time series forecasting</i>&nbsp;// 28th European Conference on Operational Research&nbsp;// 28th European Conference on Operational Research,&nbsp;2016. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Strijov2016MultiscaleForecasting','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Strijov2016MultiscaleForecasting','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Strijov2016MultiscaleForecasting.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Strijov2016MultiscaleForecasting" class="abstract noshow"> <td><b>Abstract</b>: The talk is devoted to investigation of behavior of a device, a member of the internet of things. A device is monitored by a set of sensors, which produces large amount of multiscale time series during its lifespan. These time series have various time scales, due to measurements could perform over each millisecond, day, week, etc. The main goal is to forecast the next state of a device. The investigation assumes the following conditions for a single device unit time series: there are large set of multiscale time series; the sampling rate of a time series is fixed; each time series has its own forecast horizon. To make an adequate forecasting model hold the following hypothesis: the time history is sufficient long; the time series have auto- and cross-correlation dependencies. The model is static, so there exists a history of optimal size. Each time series could be interpolated by some local model, a that there exist a local approximation model, which could be applied in the case of local data absence. The vector-autoregression approach conducts problem statement. To find a model of optimal complexity a consequent model generation-selection procedure was constructed. The test-bench compares random forest, boosting and mixture of experts.</td> </tr><tr id="bib_Strijov2016MultiscaleForecasting" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Strijov2016MultiscaleForecasting, author = {Strijov, V. V. and Motrenko, A. P.}, title = {Large-scale time series forecasting}, booktitle = {28th European Conference on Operational Research}, journal = {28th European Conference on Operational Research}, year = {2016}, url = {http://strijov.com/papers/Strijov2016MultiscaleForecasting.pdf} } </pre></td> </tr> <!-----------> <tr id="Vladimorove2016IDP" class="entry"> <td> ;048<8@>20 . ., !B@86>2 .. <i>M338=3 =59@>==KE A5B59 2 <=>3>7040G=>9 :;0AA8D8:0F88 18>;>38G5A:>9 0:B82=>AB8 O45@=KE @5F5?B>@>2</i>&nbsp;// =B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88,&nbsp;2016&nbsp;:&nbsp;18-19. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Vladimorove2016IDP','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Vladimorove2016IDP','bibtex')">BibTeX</a>] [<a href="http://www.machinelearning.ru/wiki/images/5/5f/VladimirovaIOI2016_eng.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Vladimorove2016IDP" class="abstract noshow"> <td><b>Abstract</b>: 0AA<0B@8205BAO ?@>1;5<0 <=>3>7040G=>9 :;0AA8D8:0F88 =0 40==KE, >?8AK20NI8E 2708<>459AB285 O45@=KE @5F5?B>@>2. /45@=K5 @5F5?B>@K ?@54AB02;ONB A>1>9 :;0AA =0E>4OI8EAO 2 :;5B:0E 15;:>2. 5F5?B>@K 2;8ONB =0 B@0=A:@8?F8N 35=>2: @53C;8@CNB @0728B85, 3><5>AB07 8 >1<5= 25I5AB2 2 >@30=87<5. 53C;8@>20=85 ?@>8AE>48B 2 >A=>2=>< B>340, :>340 @5F5?B>@ 8 ;830=4-<>;5:C;0, 2>7459AB2CNI0O =0 ?>2545=85 @5F5?B>@0, 2708<>459AB2CNB. "@51C5BAO ?@54A:070BL, 1C45B ;8 >1J5:B >B=>A8BLAO : >?@545;5==><C :;0AAC, B. 5. 1C45B ;8 2708<>459AB2>20BL 40==K9 ;830=4 A >?@545;5==K< @5F5?B>@><.<p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td> </tr><tr id="bib_Vladimorove2016IDP" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Vladimorove2016IDP, author = {;048<8@>20, 0@8O CA;0=>2=0 and !B@86>2, 048< 8:B>@>28G}, title = {M338=3 =59@>==KE A5B59 2 <=>3>7040G=>9 :;0AA8D8:0F88 18>;>38G5A:>9 0:B82=>AB8 O45@=KE @5F5?B>@>2}, booktitle = {=B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88}, year = {2016}, pages = {18-19}, url = {http://www.machinelearning.ru/wiki/images/5/5f/VladimirovaIOI2016_eng.pdf} } </pre></td> </tr> <!-----------> <tr id="Kuzmin2016IDP" class="entry"> <td> C7L<8= .., 4C5=:> .., !B@86>2 .. <i>>AB@>5=85 85@0@E8G5A:8E B5<0B8G5A:8E <>45;59 :>;;5:F89 :>@>B:8E B5:AB>2</i>&nbsp;// =B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88, B578AK 4>:;04>2,&nbsp;2016&nbsp;:&nbsp;174-175. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Kuzmin2016IDP','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Kuzmin2016IDP','review')">Review</a>] [<a href="javascript:toggleInfo('Kuzmin2016IDP','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Kuzmin_Modeling_ShortText2016.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Kuzmin2016IDP" class="abstract noshow"> <td><b>Abstract</b>: 5H05BAO ?@>1;5<0 ?>AB@>5=8O 85@0@E8G5A:>9 B5<0B8G5A:>9 <>45;8 :>;;5:F88 :>@>B:8E B5:AB>2 8 25@8D8:0F8O M:A?5@B=>9 B5<0B8G5A:>9 <>45;8. @54;030NBAO 0;3>@8B<K 2K1>@0 >?B8<0;L=>9 <5B@8:8 8 >B1>@0 ?@87=0:>2. =0;878@CNBAO A?>A>1K ?@54AB02;5=8O 4>:C<5=B0 2 2845 459AB28B5;L=>3> 25:B>@0. !@02=820NBAO 03;><5@0B82=K5 8 482878<=K5 ?>4E>4K ?@8 ?>AB@>5=88 85@0@E8G5A:>9 B5<0B8G5A:>9 <>45;8. @54;0305BAO 85@0@E8G5A:0O 2725H5==0O DC=:F8O AE>4AB20 4;O :;0AA8D8:0F88 =5@07<5G5==KE 4>:C<5=B>2 :>;;5:F88, 2 :>B>@>9 25A>< :064>3> A;>20 87 A;>20@O :>;;5:F88 O2;O5BAO 53> 206=>ABL 4;O :;0AB5@870F88 8 :;0AA8D8:0F88. @54;0305BAO M=B@>?89=K9 <5B>4 >F5=:8 25A>2 40==>9 DC=:F88 A ?><>ILN M:A?5@B=>9 B5<0B8G5A:>9 <>45;8. @54;>65==0O DC=:F8O AE>4AB20 040?B8@C5BAO 4;O CG5B0 25:B>@=>3> ?@54AB02;5=8O A;>2 A ?><>ILN O7K:>2KE <>45;59 8 ?@54AB02;O5BAO 2 2845 G5BK@5EA;>9=>9 =59@>==>9 A5B8. @54;>65==K5 <5B>4K 8A?>;L7CNBAO ?@8 ?>AB@>5=88 M:A?5@B=>9 A8AB5<K 4;O :;0AA8D8:0F88 =>2KE B578A>2 :@C?=>9 :>=D5@5=F88 EURO A ?><>ILN M:A?5@B=KE B5<0B8G5A:8E <>45;59 40==>9 :>=D5@5=F88 A 2006 ?> 2016 33. 57C;LB0BK A@02=820NBAO A 85@0@E8G5A:8< <C;LB8:;0AA>2K< SVM, 25@>OB=>AB=>9 B5<0B8G5A:>9 <>45;LN SuhiPLSA 8 85@0@E8G5A:8< =082=K< 1095A>2A:8< ?>4E>4><.</td> </tr> <tr id="rev_Kuzmin2016IDP" class="review noshow"> <td><b>Review</b>: 5H05BAO ?@>1;5<0 ?>AB@>5=8O 85@0@E8G5A:>9 B5<0B8G5A:>9 <>45;8 :>;;5:F88 :>@>B:8E B5:AB>2 8 25@8D8:0F8O M:A?5@B=>9 B5<0B8G5A:>9 <>45;8 [1]. @54;030NBAO 0;3>@8B<K 2K1>@0 >?B8<0;L=>9 <5B@8:8 8 >B1>@0 ?@87=0:>2. =0;878@CNBAO A?>A>1K ?@54AB02;5=8O 4>:C<5=B0 2 2845 459AB28B5;L=>3> 25:B>@0. !@02=820NBAO 03;><5@0B82=K5 8 482878<=K5 ?>4E>4K ?@8 ?>AB@>5=88 85@0@E8G5A:>9 B5<0B8G5A:>9 <>45;8.<p>@54;0305BAO 85@0@E8G5A:0O 2725H5==0O DC=:F8O AE>4AB20 4;O :;0AA8D8:0F88 =5@07<5G5==KE 4>:C<5=B>2 :>;;5:F88, 2 :>B>@>9 25A>< :064>3> A;>20 87 A;>20@O :>;;5:F88 O2;O5BAO 53> 206=>ABL 4;O :;0AB5@870F88 8 :;0AA8D8:0F88. @54;0305BAO M=B@>?89=K9 <5B>4 >F5=:8 25A>2 40==>9 DC=:F88 A ?><>ILN M:A?5@B=>9 B5<0B8G5A:>9 <>45;8. @54;>65==0O DC=:F8O AE>4AB20 040?B8@C5BAO 4;O CG5B0 25:B>@=>3> ?@54AB02;5=8O A;>2 A ?><>ILN O7K:>2KE <>45;59 8 ?@54AB02;O5BAO 2 2845 G5BK@5EA;>9=>9 =59@>==>9 A5B8.<p>@54;>65==K5 <5B>4K 8A?>;L7CNBAO ?@8 ?>AB@>5=88 M:A?5@B=>9 A8AB5<K 4;O :;0AA8D8:0F88 =>2KE B578A>2 :@C?=>9 :>=D5@5=F88 EURO A ?><>ILN M:A?5@B=KE B5<0B8G5A:8E <>45;59 40==>9 :>=D5@5=F88 A 2006 ?> 2016 33. 57C;LB0BK A@02=820NBAO A 85@0@E8G5A:8< <C;LB8:;0AA>2K< SVM, 25@>OB=>AB=>9 B5<0- B8G5A:>9 <>45;LN SuhiPLSA 8 85@0@E8G5A:8< =082=K< 1095A>2A:8< ?>4E>4><.</td> </tr><tr id="bib_Kuzmin2016IDP" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Kuzmin2016IDP, author = {C7L<8=, @A5=B89 ;5:A0=4@>28G and 4C5=:>, ;5:A0=4@ ;5:A0=4@>28G and !B@86>2, 048< 8:B>@>28G}, title = {>AB@>5=85 85@0@E8G5A:8E B5<0B8G5A:8E <>45;59 :>;;5:F89 :>@>B:8E B5:AB>2}, booktitle = {=B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88, B578AK 4>:;04>2}, year = {2016}, pages = {174-175}, url = {http://strijov.com/papers/Kuzmin_Modeling_ShortText2016.pdf} } </pre></td> </tr> <!-----------> <tr id="MotrenkoMiltiscale2016IDP" class="entry"> <td> >B@5=:> .., 59G52 .., A0G5=:> .., >?>20 .!., @><>2 .., !B@86>2 .. <i>>@>645=85 ?@87=0:>2 2 7040G5 ?@>3=>78@>20=8O =01>@0 @07=><0AHB01=KE 2@5<5==KE @O4>2</i>&nbsp;// =B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88, B578AK 4>:;04>2,&nbsp;2016&nbsp;:&nbsp;129-130. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('MotrenkoMiltiscale2016IDP','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('MotrenkoMiltiscale2016IDP','bibtex')">BibTeX</a>] [<a href="https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/DataFest/Strijov2016FeatureGeneration.pdf?format=raw" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_MotrenkoMiltiscale2016IDP" class="abstract noshow"> <td><b>Abstract</b>: @54;0305BAO ?>4E>4 : ?@>3=>78@>20=8N =01>@0 @07=><0AHB01=KE 2@5<5==KE @O4>2. 0AA<0B@8205BAO 7040G0 ?@>3=>78@>20=8O A>AB>O=8O CAB@>9AB20 =B5@=5B0 25I59. #AB@>9AB2> A=0165=> =01>@>< A5=A>@>2, 35=5@8@CNI8E 2@5<5==K5 @O4K @07;8G=>3> <0AHB010 A @07;8G=>9 G0AB>B>9 AM<?;8@>20=8O. "@51C5BAO A?@>3=>78@>20BL 7=0G5=8O :064>3> 2@5<5==>3> @O40 2 7040==>< ?@><56CB:5 2@5<5=8. <br>0==0O 7040G0 A2>48BAO : 7040G5 @53@5AA88. @54;0305BAO <5B>4 ?>AB@>5=8O ?@87=0:>2>3> >?8A0=8O 4;O @53@5AA8>==>9 7040G8, >A=>20==K9 =0 ?>@>645=88 70254><> 871KB>G=>3> =01>@0 ?@87=0:>2 A ?>A;54CNI8< >B1>@>< ?@87=0:>2. >@>645==K5 ?@87=0:8 2:;NG0NB ?@54KAB>@8N 2A5E 2@5<5==KE @O4>2 87 =01>@0 8 8E ;>:0;L=K5 ?@5>1@07>20=8O. @8<5=5=85 ?@54;0305<>3> ?>4E>40 @0AA<>B@5=> =0 ?@8<5@5 =5A:>;L:8E @53@5AA8>==KE 0;3>@8B<>2. AA;54>20=> :0G5AB2> ?@>3=>7>2 2 7028A8<>AB8 >B 3>@87>=B0 ?@>3=>78@>20=8O.</td> </tr><tr id="bib_MotrenkoMiltiscale2016IDP" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{MotrenkoMiltiscale2016IDP, author = {>B@5=:>, =0AB0A8O 5B@>2=0 and 59G52, 04>A;02 5>@3852 and A0G5=:>, ><0= ;048<8@>28G and >?>20, 0@8O !5@3552=0 and @><>2, =4@59 8:>;0528G and !B@86>2, 048< 8:B>@>28G}, title = {>@>645=85 ?@87=0:>2 2 7040G5 ?@>3=>78@>20=8O =01>@0 @07=><0AHB01=KE 2@5<5==KE @O4>2}, booktitle = {=B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88, B578AK 4>:;04>2}, year = {2016}, pages = {129-130}, url = {https://sourceforge.net/p/mvr/code/HEAD/tree/lectures/DataFest/Strijov2016FeatureGeneration.pdf?format=raw} } </pre></td> </tr> <!-----------> <tr id="Neychev2016IDP" class="entry"> <td> 59G52 .., >B@5=:> .., A0G5=:> .., =O:8= .!., !B@86>2 .. <i>@>3=>AB8G5A:85 <C;LB8<>45;8 @07=><0AHB01=KE 2@5<5==KE @O4>2 =B5@=5B0 25I59</i>&nbsp;// =B5;;:5:BC0;870F8O >1@01>B:8 8=D>@<0F88,&nbsp;2016&nbsp;:&nbsp;130-131. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Neychev2016IDP','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Neychev2016IDP','bibtex')">BibTeX</a>] [<a href="http://www.machinelearning.ru/wiki/images/9/94/NeychevIDP11.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Neychev2016IDP" class="abstract noshow"> <td><b>Abstract</b>: 5H05BAO 7040G0 ?@>3=>78@>20=8O 1>;LH>3> G8A;0 2708<>A2O70==KE 2@5<5==KE @O4>2. E 8AB>G=8:>< A;C60B 40BG8:8 <>=8B>@8=30 CAB@>9AB2 =B5@=5B0 25I59. @54?>;0305BAO, GB> ?@>AB@0=AB2> ?0@0<5B@>2 >?8A0=8O 2@5<5==KE @O4>2 =5>4=>@>4=>, 2K1>@:0 =5 O2;O5BAO ?@>AB>9.<p>040G0 ?>AB@>5=8O ?@>3=>70 A2>48BAO : 7040G5 @53@5AA88. ;O ?>;CG5=8O B>G=>3> 8 CAB>9G82>3> ?@>3=>70 ?@54;0305BAO 8A?>;L7>20BL A<5AL M:A?5@B>2 - ?@>3=>AB8G5A:8E <>45;59 4;O 55 @5H5=8O.  :0G5AB25 <>45;59 8A?>;L7CNBAO =59@>==K5 A5B8. AA;54CNBAO 7040G8 >?B8<870F88 ?@>AB@0=AB20 ?0@0<5B@>2 =59@>==KE A5B59, 2K1>@0 =59@>==KE A5B59 >?B8<0;L=>9 A;>6=>AB8, 2K1>@0 >?B8<0;L=>3> G8A;0 M:A?5@B>2.  E>45 2KG8A;8B5;L=>3> M:A?5@8<5=B0 A@02=820NBAO B@8 :;0AA0 <>45;59: A<5AL M:A?5@B>2, 3@0485=B=K9 1CAB8=3, @5H0NI85 45@52LO. -:A?5@8<5=B 2K?>;=5= =0 @50;L=KE 40==KE, A>45@60I8E 8=D>@<0F8N > ?>B@51;5=88 M;5:@>M=5@388 8 ?>3>4=KE CA;>28OE 2 >;LH5.</td> </tr><tr id="bib_Neychev2016IDP" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Neychev2016IDP, author = {59G52, . . and >B@5=:>, . . and A0G5=:>, . . and =O:8=, . !. and !B@86>2, . .}, title = {@>3=>AB8G5A:85 <C;LB8<>45;8 @07=><0AHB01=KE 2@5<5==KE @O4>2 =B5@=5B0 25I59}, booktitle = {=B5;;:5:BC0;870F8O >1@01>B:8 8=D>@<0F88}, year = {2016}, pages = {130-131}, url = {http://www.machinelearning.ru/wiki/images/9/94/NeychevIDP11.pdf} } </pre></td> </tr> <!-----------> <tr id="Kuznetsov2016PhDThesis" class="entry"> <td> C7=5F>2 .. <i>>AB@>5=85 <>45;59 >1CG5=8O ?> ?@54?>GB5=8O< A 8A?>;L7>20=85< ?>@O4:>2KE M:A?5@B=KE >F5=>: (=0CG=K9 @C:>2>48B5;L .. !B@86>2)</i>. >A:>2A:89 D878:>-B5E=8G5A:89 8=AB8BCB,&nbsp;2016. <i><b>PhdThesis</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Kuznetsov2016PhDThesis','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Kuznetsov2016PhDThesis','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/https://mipt.ru/upload/iblock/3cb/kuznetsov_avtoreferat.pdf" target="_blank">DOI</a>] [<a href="https://mipt.ru/upload/iblock/782/kuznetsov_dissertatsiya.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Kuznetsov2016PhDThesis" class="abstract noshow"> <td><b>Abstract</b>: 8AA5@B0F8>==0O @01>B0 ?>A2OI5=0 ?>AB@>5=8N <0B5<0B8G5A:8E <>45;59 >1CG5=8O ?> ?@54?>GB5=8O<. 07@01>B0==K5 <5B>4K >?8@0NBAO =0 0=0;87 G0AB8G=> C?>@O4>G5==KE <=>- 65AB2 M:A?5@B=KE >F5=>: >1J5:B>2 8 ?@87=0:>2.</td> </tr><tr id="bib_Kuznetsov2016PhDThesis" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @phdthesis{Kuznetsov2016PhDThesis, author = {C7=5F>2, . .}, title = {>AB@>5=85 <>45;59 >1CG5=8O ?> ?@54?>GB5=8O< A 8A?>;L7>20=85< ?>@O4:>2KE M:A?5@B=KE >F5=>: (=0CG=K9 @C:>2>48B5;L .. !B@86>2)}, school = {>A:>2A:89 D878:>-B5E=8G5A:89 8=AB8BCB}, year = {2016}, url = {https://mipt.ru/upload/iblock/782/kuznetsov_dissertatsiya.pdf}, doi = {https://mipt.ru/upload/iblock/3cb/kuznetsov_avtoreferat.pdf} } </pre></td> </tr> <!-----------> <tr id="Ignatov2015HumanActivity" class="entry"> <td><h2>2015</h2> Ignatov A.D., Strijov V.V. <i>Human activity recognition using quasiperiodic time series collected from a single triaxial accelerometer</i>&nbsp;// Multimedia Tools and Applications,&nbsp;2015, 17.05.2015&nbsp;:&nbsp;1-14. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Ignatov2015HumanActivity','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Ignatov2015HumanActivity','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.1007/s11042-015-2643-0" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/Ignatov2015HumanActivity.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Ignatov2015HumanActivity" class="abstract noshow"> <td><b>Abstract</b>: The current generation of portable mobile devices incorporates various types of sensors that open up new areas for the analysis of human behavior. In this paper, we propose a method for human physical activity recognition using time series, collected from a single tri-axial accelerometer of a smartphone. Primarily, the method solves a problem of time series segmentation, assuming that each meaningful segment corresponds to one fundamental period of motion. To extract the fundamental period we construct the phase trajectory matrix, applying the technique of principal component analysis. The obtained segments refer to various types of human physical activity. To recognize these activities we use the k-nearest neighbor algorithm and neural network as an alternative. We verify the accuracy of the proposed algorithms by testing them on the WISDM dataset of labeled accelerometer time series from thirteen users. The results show that our method achieves high precision, ensuring nearly 96% recognition accuracy when using the bunch of segmentation and k-nearest neighbor algorithms.</td> </tr><tr id="bib_Ignatov2015HumanActivity" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Ignatov2015HumanActivity, author = {Ignatov, A. D. and Strijov, V. V.}, title = {Human activity recognition using quasiperiodic time series collected from a single triaxial accelerometer}, journal = {Multimedia Tools and Applications}, year = {2015}, volume = {17.05.2015}, pages = {1-14}, url = {http://strijov.com/papers/Ignatov2015HumanActivity.pdf}, doi = {10.1007/s11042-015-2643-0} } </pre></td> </tr> <!-----------> <tr id="Katrutsa2014RhoNet" class="entry"> <td> Katrutsa A.M., Kuznetsov M.P., Rudakov K.V., Strijov V.V. <i>Metric concentration search procedure using reduced matrix of pairwise distances</i>&nbsp;// Intelligent Data Analysis,&nbsp;2015, 19(5)&nbsp;:&nbsp;1091-1108. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Katrutsa2014RhoNet','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Katrutsa2014RhoNet','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.3233/IDA-150760" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/Katrutsa2014RhoNetClustering.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Katrutsa2014RhoNet" class="abstract noshow"> <td><b>Abstract</b>: This paper presents a new fast clustering algorithm RhoNet, based on the metric concenration location procedure. To locate the metric concentration, the algorithm uses a reduced matrix of pairwise ranks distances. The key feature of the proposed algorithm is that it doesn't need the exhaustive matrix of pairwise distances. This feature reduces computational complexity. It is designed to solve the protein secondary structure recognition problem. The computational experiment collects tests and to hold performance analysis and analysis of dependency for the algorithm quality and structure parameters. The algorithm is compared with k-modes and tested on different metrics and data sets.</td> </tr><tr id="bib_Katrutsa2014RhoNet" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Katrutsa2014RhoNet, author = {Katrutsa, A. M. and Kuznetsov, M. P. and Rudakov, K. V. and Strijov, V. V.}, title = {Metric concentration search procedure using reduced matrix of pairwise distances}, journal = {Intelligent Data Analysis}, year = {2015}, volume = {19(5)}, pages = {1091-1108}, url = {http://strijov.com/papers/Katrutsa2014RhoNetClustering.pdf}, doi = {10.3233/IDA-150760} } </pre></td> </tr> <!-----------> <tr id="Katrutsa2015Stresstest" class="entry"> <td> Katrutsa A.M., Strijov V.V. <i>Stresstest procedure for feature selection algorithms</i>&nbsp;// Chemometrics and Intelligent Laboratory Systems,&nbsp;2015, 142&nbsp;:&nbsp;172-183. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Katrutsa2015Stresstest','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Katrutsa2015Stresstest','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.1016/j.chemolab.2015.01.018" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/Katrutsa2014TestGenerationEn.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Katrutsa2015Stresstest" class="abstract noshow"> <td><b>Abstract</b>: This study investigates the multicollinearity problem and the performance of feature selection methods in case of datasets have multicollinear features. We propose a stresstest procedure for a set of feature selection methods. This procedure generates test data sets with various configurations of the target vector and features. A number of some multicollinear features are inserted in every configuration. A feature selection method results a set of selected features for given test data set. To compare given feature selection methods the procedure uses several quality measures. A criterion of the selected features redundancy is proposed. This criterion estimates number of multicollinear features among the selected ones. To detect multicollinearity it uses the eigensystem of the parameter covariance matrix. In computational experiments we consider the following illustrative methods: Lasso, ElasticNet, LARS, Ridge and Stepwise and determine the best one, which solve the multicollinearity problem for every considered configuration of dataset.</td> </tr><tr id="bib_Katrutsa2015Stresstest" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Katrutsa2015Stresstest, author = {Katrutsa, A. M. and Strijov, V. V.}, title = {Stresstest procedure for feature selection algorithms}, journal = {Chemometrics and Intelligent Laboratory Systems}, year = {2015}, volume = {142}, pages = {172-183}, url = {http://strijov.com/papers/Katrutsa2014TestGenerationEn.pdf}, doi = {10.1016/j.chemolab.2015.01.018} } </pre></td> </tr> <!-----------> <tr id="TopicModelsICONIP2015" class="entry"> <td> Kuznetsov M.P., Clausel M., Amini M.-R., Gaussier E., Strijov V.V. <i>Supervised topic classification for modeling a hierarchical conference structure</i>&nbsp;// in S. Arik et al. (Eds.): International conference on neural information processing, Part 1, LNCS,&nbsp;2015, 9489&nbsp;:&nbsp;90 97. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('TopicModelsICONIP2015','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('TopicModelsICONIP2015','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.1007/978-3-319-26532-2_11" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/TopicModelsICONIP2015.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_TopicModelsICONIP2015" class="abstract noshow"> <td><b>Abstract</b>: In this paper we investigate the problem of supervised latent modelling for extracting topic hierarchies from data. The supervised part is given in the form of expert information over document-topic correspondence. To exploit the expert information we use a regularization term that penalizes the di erence between a predicted and an expertgiven model. We hence add the regularization term to the log-likelihood function and use a stochastic EM based algorithm for parameter estimation. The proposed method is used to construct a topic hierarchy over the proceedings of the European Conference on Operational Research and helps to automatize the abstract submission system.</td> </tr><tr id="bib_TopicModelsICONIP2015" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{TopicModelsICONIP2015, author = {Kuznetsov, M. P. and Clausel, M. and Amini, M.-R. and Gaussier, E. and Strijov, V. V.}, title = {Supervised topic classification for modeling a hierarchical conference structure}, journal = {in S. Arik et al. (Eds.): International conference on neural information processing, Part 1, LNCS}, year = {2015}, volume = {9489}, pages = {90 97}, url = {http://strijov.com/papers/TopicModelsICONIP2015.pdf}, doi = {10.1007/978-3-319-26532-2_11} } </pre></td> </tr> <!-----------> <tr id="Motrenko2015Fundamental" class="entry"> <td> Motrenko A.P., Strijov V.V. <i>Extracting fundamental periods to segment human motion time series</i>&nbsp;// Journal of Biomedical and Health Informatics,&nbsp;2015, 20(6)&nbsp;:&nbsp;1466 - 1476. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Motrenko2015Fundamental','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Motrenko2015Fundamental','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.1109/JBHI.2015.2466440" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/MotrenkoStrijov2014RV2.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Motrenko2015Fundamental" class="abstract noshow"> <td><b>Abstract</b>: The paper addresses a problem of sensor-based time series segmentation as a part of human activity recognition problem. We assume that each studied time series contains a fundamenta periodic which can be seen as an ultimate entity (cycle) of motion. Due to the nature of the data and the urge to obtain interpretable results of segmentation, we defne the segmentation as a partition of the time series into the periods of this fundamental periodic. To split the time series into periods we select a pair of principal components of the Hankel matrix. We then cut the trajectory of the selected principal components by its symmetry axis, thus obtaining half-periods that are merged into segments. A method of selecting a pair of components, corresponding to the fundamental periodic is proposed.</td> </tr><tr id="bib_Motrenko2015Fundamental" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Motrenko2015Fundamental, author = {Motrenko, A. P. and Strijov, V. V.}, title = {Extracting fundamental periods to segment human motion time series}, journal = {Journal of Biomedical and Health Informatics}, year = {2015}, volume = {20(6)}, pages = {1466 - 1476}, url = {http://strijov.com/papers/MotrenkoStrijov2014RV2.pdf}, doi = {10.1109/JBHI.2015.2466440} } </pre></td> </tr> <!-----------> <tr id="Medvednikova2014POF" class="entry"> <td> Stenina M.M., Kuznetsov M.P., Strijov V.V. <i>Ordinal classification using Pareto fronts</i>&nbsp;// Expert Systems with Applications,&nbsp;2015, 42(14)&nbsp;:&nbsp;5947 5953. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Medvednikova2014POF','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Medvednikova2014POF','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.1016/j.eswa.2015.03.021" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/Medvednikova2014POF.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Medvednikova2014POF" class="abstract noshow"> <td><b>Abstract</b>: We solve an instance ranking problem using ordinal scaled expert estimations. The experts define a preference binary relation on the set of features. The instance ranking problem is considered as the monotone multiclass classification problem. To solve the problem we use a set of Pareto optimal fronts. The proposed method is illustrated with the problem of categorization of the IUCN Red List threatened species.</td> </tr><tr id="bib_Medvednikova2014POF" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Medvednikova2014POF, author = {Stenina, M. M. and Kuznetsov, M. P. and Strijov, V. V.}, title = {Ordinal classification using Pareto fronts}, journal = {Expert Systems with Applications}, year = {2015}, volume = {42(14)}, pages = {5947 5953}, url = {http://strijov.com/papers/Medvednikova2014POF.pdf}, doi = {10.1016/j.eswa.2015.03.021} } </pre></td> </tr> <!-----------> <tr id="Strijov2015Editorial" class="entry"> <td> Strijov V.V., Weber G.W., Weber R., Sureyya O.A. <i>Editorial of the special issue data analysis and intelligent optimization with applications</i>&nbsp;// Machine Learning,&nbsp;2015, 101(1-3)&nbsp;:&nbsp;1-4. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Strijov2015Editorial','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Strijov2015Editorial','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.1007/s10994-015-5523-y" target="_blank">DOI</a>] [<a href="http://link.springer.com/content/pdf/10.1007%2Fs10994-015-5523-y.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Strijov2015Editorial" class="abstract noshow"> <td><b>Abstract</b>: This special issue on  Data Analysis and Intelligent Optimization with Applications follows a previous special issue of this journal on the interplay of Machine Learning and Optimization,  Model Selection and Optimization in ML (Machine Learning 85:1-2, October 2011). This time we shift our focus to applications of data analysis and optimization techniques. Optimization problems underlie most machine learning approaches. Due to emergence of new practical applications, new problems and challenges for traditional approaches arise. Emergent applications generate new data analysis problems, which, in turn boost new research in optimization. The contribution of machine learning researchers into the field of optimization is of considerable significance and should not be overlooked. This special issue collected solutions, adapted for real world problems, leading to massive and large-scale data sets, online data and imbalanced data. We encouraged submission of papers, devoted to combining machine learning and data analysis techniques with advances in optimization to produce methods of Intelligent Optimization, both theoretical and practical. Our goal for this special issue was to bring together researchers working in different areas, related to analytics and optimization.</td> </tr><tr id="bib_Strijov2015Editorial" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Strijov2015Editorial, author = {Strijov, V. V. and Weber, G. W. and Weber, R. and Sureyya, O. A.}, title = {Editorial of the special issue data analysis and intelligent optimization with applications}, journal = {Machine Learning}, year = {2015}, volume = {101(1-3)}, pages = {1-4}, url = {http://link.springer.com/content/pdf/10.1007%2Fs10994-015-5523-y.pdf}, doi = {10.1007/s10994-015-5523-y} } </pre></td> </tr> <!-----------> <tr id="Aduenko2015PSdetection" class="entry"> <td> 4C5=:> .., C40:>2 .., 595@ .., 0A8;59A:89 .!., 0@5;>2 .., !B@86>2 .. <i>;3>@8B<K 2K45;5=8O 8 A>2<5I5=8O CAB>9G82KE >B@060B5;59 =0 A?CB=8:>2KE A=8<:0E</i>&nbsp;// ><?LNB5@=0O >?B8:0,&nbsp;2015, 39(4)&nbsp;:&nbsp;622-630. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Aduenko2015PSdetection','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Aduenko2015PSdetection','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.18287/0134-2452-2015-39-4-622-630" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/Aduenko2015PSdetection.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Aduenko2015PSdetection" class="abstract noshow"> <td><b>Abstract</b>: ;O @5H5=8O 7040G8 2K45;5=8O <0;KE (A> A:>@>ABO<8 4> 548=8F A0=B8<5B@>2 2 3>4 8 <5=55) 42865=89 75<=>9 ?>25@E=>AB8 A ?><>ILN <5B>4>2 SAR-8=B5@D5@><5B@88, =5>1E>48<> 2K45;8BL =5:>B>@>5 <=>65AB2> CG0AB:>2 75<=>9 ?>25@E=>AB8, :>B>@K5 >AB0NBAO :>-35@5=B=K<8 =0 @048>;>:0F8>==KE A=8<:0E 2 B5G5=85 4;8B5;L=>3> 2@5<5=8. "0:85 CG0AB:8 8 A>>B25BAB2CNI85 8< B>G:8 =0 A=8<:0E =07K20NBAO CAB>9G82K<8 >B@060B5;O<8.  40==>9 @01>B5 @0AA<>B@5=K 420 <5B>40 2K45;5=8O CAB>9G82KE >B@060B5;59. 0AA<0B@8205<K5 <5B>4K A@02=820NBAO ?> :>;8G5AB2C 2K45;O5<KE B>G5: 8 ?> 8E A@54=59 2@5<5==>9 :>35@5=B=>AB8. 0AA<0B@8205<K5 0;3>@8B<K ?@>8;;NAB@8@>20=K =0 ?@8<5@5 >1@01>B:8 =01>@0 87 35 @048>;>:0F8>==KE A=8<:>2.</td> </tr><tr id="bib_Aduenko2015PSdetection" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Aduenko2015PSdetection, author = {4C5=:>, . . and C40:>2, . . and 595@, . . and 0A8;59A:89, . !. and 0@5;>2, . . and !B@86>2, . .}, title = {;3>@8B<K 2K45;5=8O 8 A>2<5I5=8O CAB>9G82KE >B@060B5;59 =0 A?CB=8:>2KE A=8<:0E}, journal = {><?LNB5@=0O >?B8:0}, year = {2015}, volume = {39(4)}, pages = {622-630}, url = {http://strijov.com/papers/Aduenko2015PSdetection.pdf}, doi = {10.18287/0134-2452-2015-39-4-622-630} } </pre></td> </tr> <!-----------> <tr id="Gazizullina2014RailwayForecasting" class="entry"> <td> 0787C;;8=0 .., !B5=8=0 .., !B@86>2 .. <i>@>3=>78@>20=85 >1J5<>2 65;57=>4>@>6=KE 3@C7>?5@52>7>: ?> ?0@0< 25B>:</i>&nbsp;// !8AB5<K 8 A@54AB20 8=D>@<0B8:8,&nbsp;2015, 25(1)&nbsp;:&nbsp;144-157. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Gazizullina2014RailwayForecasting','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Gazizullina2014RailwayForecasting','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.14357/08696527150109" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/Gazizullina2014RailwayForecasting.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Gazizullina2014RailwayForecasting" class="abstract noshow"> <td><b>Abstract</b>: 01>B0 ?>A2OI5=0 8AA;54>20=8N 0;3>@8B<0 =5?0@0<5B@8G5A:>3> ?@>3=>78@>20=8O >1J5<>2 65;57=>4>@>6=KE 3@C7>?5@52>7>:. 5H05BAO 7040G0 ?@>3=>78@>20=8O :>;8G5AB20 203>=>2 A @07;8G=K<8 3@C70<8, A;54CNI8E ?> @07;8G=K< <0@H@CB0<. 040=0 B>?>;>38O 65;57=>4>@>6=>9 A5B8 - 4;O 2A5E 2>7<>6=KE ?0@ 65;57=>4>@>6=KE 25B>: 40=0 8=D>@<0F8O > 2A5E 1;>:0E 203>=>2, A>25@H82H8E ?5@5574 A >4=>9 25B:8 =0 4@C3CN, 2:;NG0O :>;8G5AB2> 203>=>2 2 1;>:5, 284 3@C70 8 40BC ?@>E>645=8O <0@H@CB0. ;O ?>AB@>5=8O ?@>3=>70 8A?>;L7C5BAO 0;3>@8B<, >A=>20==K9 =0 A25@B:5 M<?8@8G5A:>9 ?;>B=>AB8 @0A?@545;5=8O 7=0G5=89 2@5<5==>3> @O40 A DC=:F859 ?>B5@L. 0=55 ?@>3=>7 2K?>;=O;AO 4;O :064>3> 65;57=>4>@>6=>3> C7;0 2 >B45;L=>AB8. @54;0305BAO ?>2KA8BL :0G5AB2> ?@>3=>70 70 AG5B ?@>3=>78@>20=8O ?> ?0@0< 25B>: 2<5AB> ?@>3=>78@>20=8O >B?@02;5=8O 2A5E 203>=>2 A 40==>3> C7;0. ;3>@8B< ?@>8;;NAB@8@>20= ?>ACB>G=K<8 40==K<8 70 ?>;B>@0 3>40 > ?5@52>7:0E 38 B8?>2 3@C7>2.</td> </tr><tr id="bib_Gazizullina2014RailwayForecasting" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Gazizullina2014RailwayForecasting, author = {0787C;;8=0, . . and !B5=8=0, . . and !B@86>2, . .}, title = {@>3=>78@>20=85 >1J5<>2 65;57=>4>@>6=KE 3@C7>?5@52>7>: ?> ?0@0< 25B>:}, journal = {!8AB5<K 8 A@54AB20 8=D>@<0B8:8}, year = {2015}, volume = {25(1)}, pages = {144-157}, url = {http://strijov.com/papers/Gazizullina2014RailwayForecasting.pdf}, doi = {10.14357/08696527150109} } </pre></td> </tr> <!-----------> <tr id="Goncharov2015MetricClassification" class="entry"> <td> >=G0@>2 .., >?>20 .!., !B@86>2 .. <i>5B@8G5A:0O :;0AA8D8:0F8O 2@5<5==KE @O4>2 A 2K@02=820=85< >B=>A8B5;L=> F5=B@>84>2 :;0AA>2</i>&nbsp;// !8AB5<K 8 A@54AB20 8=D>@<0B8:8,&nbsp;2015, 25(4)&nbsp;:&nbsp;52-64. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Goncharov2015MetricClassification','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Goncharov2015MetricClassification','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Goncharov2015MetricClassification.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Goncharov2015MetricClassification" class="abstract noshow"> <td><b>Abstract</b>:  @01>B5 @0AA<0B@8205BAO 7040G0 <=>3>:;0AA>2>9 :;0AA8D8:0F88 2@5<5==KE @O4>2. ;0AA8D8:0F8O ?@>872>48BAO A ?><>ILN <5B@8G5A:8E <5B>4>2, 8A?>;L7CNI8E <0B@8FC ?>?0@=KE @0AAB>O=89 <564C 2@5<5==K<8 @O40<8. KG8A;5=85 B0:>9 <0B@8FK O2;O5BAO B@C4>5<:8<, B0: :0: 55 @07<5@=>ABL @02=0 G8A;C >1J5:B>2 2K1>@:8. ! F5;LN A=865=8O @07<5@=>AB8 ?@54;0305BAO ?@5420@8B5;L=> 2K45;OBL MB0;>==K5 >1J5:BK, 0 8<5==> F5=B@>84K :064>3> :;0AA0, 8 AB@>8BL <0B@8FC ?>?0@=KE @0AAB>O=89 <564C >1J5:B0<8 2K1>@:8 8 MB0;>==K<8 >1J5:B0<8 :;0AA>2. ;O 2KG8A;5=8O ?>?0@=KE @0AAB>O=89 <564C >1J5:B0<8 ?@54;0305BAO 8A?>;L7>20BL <5B>4 48=0<8G5A:>3> 2K@02=820=8O 2@5<5==KE @O4>2.  :0G5AB25 ?@8:;04=>9 7040G8 @0AA<0B@8205BAO 7040G0 @0A?>7=020=8O B8?0 42865=8O ?> 40==K< 0:A5;5@><5B@0 <>18;L=>3> B5;5D>=0. 5B@8G5A:89 0;3>@8B< :;0AA8D8:0F88, 8AA;54>20==K9 2 MB>9 @01>B5, A@02=8205BAO A 0;3>@8B<>< @0745;ONI59 :;0AA8D8:0F88.</td> </tr><tr id="bib_Goncharov2015MetricClassification" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Goncharov2015MetricClassification, author = {>=G0@>2, . . and >?>20, . !. and !B@86>2, . .}, title = {5B@8G5A:0O :;0AA8D8:0F8O 2@5<5==KE @O4>2 A 2K@02=820=85< >B=>A8B5;L=> F5=B@>84>2 :;0AA>2}, journal = {!8AB5<K 8 A@54AB20 8=D>@<0B8:8}, year = {2015}, volume = {25(4)}, pages = {52-64}, url = {http://strijov.com/papers/Goncharov2015MetricClassification.pdf} } </pre></td> </tr> <!-----------> <tr id="Katrutsa2014TestGeneration" class="entry"> <td> 0B@CF0 .., !B@86>2 .. <i>@>1;5<0 <C;LB8:>;;8=50@=>AB8 ?@8 2K1>@5 ?@87=0:>2 2 @53@5AA8>==KE 7040G0E</i>&nbsp;// =D>@<0F8>==K5 B5E=>;>388,&nbsp;2015, 1&nbsp;:&nbsp;8-18. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Katrutsa2014TestGeneration','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Katrutsa2014TestGeneration','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Katrutsa2014TestGeneration.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Katrutsa2014TestGeneration" class="abstract noshow"> <td><b>Abstract</b>:  40==>9 @01>B5 8AA;54C5BAO ?@>1;5<0 <C;LB8:>;;8=50@=>AB8 8 5Q 2;8O=85 =0 MDD5:B82=>ABL <5B>4>2 2K1>@0 ?@87=0:>2. @54;0305BAO ?@>F54C@0 B5AB8@>20=8O <5B>4>2 2K1>@0 ?@87=0:>2 8 <5B>48:0 ?>@>645=8O B5AB>2KE 2K1>@>: A @07;8G=K<8 B8?0<8 <C;LB8:>;;8=50@=>AB8 <564C ?@87=0:0<8. 0AA<0B@8205<K5 <5B>4K 2K1>@0 ?@87=0:>2 B5AB8@CNBAO =0 ?>@>64Q==KE 2K1>@:0E. @>F54C@0 B5AB8@>20=8O 70:;NG05BAO 2 ?@8<5=5=88 <5B>4>2 2K1>@0 ?@87=0:>2 : 2K1>@:0< A @07;8G=K< B8?>< <C;LB8:>;;8=50@=>AB8 8 >F5=820=88 :>;8G5AB20 <C;LB8:>;;8=50@=KE ?@87=0:>2 2 <=>65AB25 >B>1@0==KE ?@87=0:>2.  @01>B5 ?@82>48BAO :@8B5@89 A@02=5=8O <5B>4>2 2K1>@0 ?@87=0:>2. 5B>4K 2K1>@0 ?@87=0:>2 A@02=820NBAO A>3;0A=> @07;8G=K< DC=:F8>=0;0< :0G5AB20. @>2545=> A@02=5=85 <5B>4>2 2K1>@0 ?@87=0:>2 4;O A;CG0O =0;8G8O 2 40==KE >?@545;Q==>3> B8?0 <C;LB8:>;;8=50@=>AB8. !45;0= 2K2>4 > :0G5AB25 @01>BK @0AA<0B@8205<KE <5B>4>2 =0 >?@545;Q==KE B8?0E 40==KE.</td> </tr><tr id="bib_Katrutsa2014TestGeneration" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Katrutsa2014TestGeneration, author = {0B@CF0, . . and !B@86>2, . .}, title = {@>1;5<0 <C;LB8:>;;8=50@=>AB8 ?@8 2K1>@5 ?@87=0:>2 2 @53@5AA8>==KE 7040G0E}, journal = {=D>@<0F8>==K5 B5E=>;>388}, year = {2015}, volume = {1}, pages = {8-18}, url = {http://strijov.com/papers/Katrutsa2014TestGeneration.pdf} } </pre></td> </tr> <!-----------> <tr id="Popova2014OptimalModelSelection" class="entry"> <td> >?>20 .!., !B@86>2 .. <i>K1>@ >?B8<0;L=>9 <>45;8 :;0AA8D8:0F88 D878G5A:>9 0:B82=>AB8 ?> 87<5@5=8O< 0:A5;5@><5B@0</i>&nbsp;// =D>@<0B8:0 8 55 ?@8<5=5=8O,&nbsp;2015, 9(1)&nbsp;:&nbsp;76-86. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Popova2014OptimalModelSelection','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Popova2014OptimalModelSelection','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Popova2014OptimalModelSelection.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Popova2014OptimalModelSelection" class="abstract noshow"> <td><b>Abstract</b>:  40==>9 @01>B5 @5H05BAO ?@>1;5<0 ?>AB@>5=8O >?B8<0;L=KE CAB>9G82KE <>45;59 2 7040G5 :;0AA8D8:0F88 D878G5A:>9 0:B82=>AB8 G5;>25:0. 064K9 B8? D878G5A:>9 0:B82=>AB8 :>=:@5B=>3> G5;>25:0 >?8AK205BAO =01>@>< ?@87=0:>2, A35=5@8@>20==KE ?> 2@5<5==K< @O40< A 0:A5;5@><5B@0.  CA;>28OE <C;LB8:>;;8=50@=>AB8 ?@87=0:>2 2K1>@ CAB>9G82KE <>45;59 :;0AA8D8:0F88 70B@C4=5= 87-70 =5>1E>48<>AB8 >F5=:8 1>;LH>3> G8A;0 ?0@0<5B@>2 MB8E <>45;59. F5=:0 >?B8<0;L=>3> 7=0G5=8O ?0@0<5B@>2 B0:65 70B@C4=5=0 2 A2O78 A B5<, GB> DC=:F8O >H81>: 8<55B 1>;LH>5 :>;8G5AB2> ;>:0;L=KE <8=8<C<>2 2 ?@>AB@0=AB25 ?0@0<5B@>2.  @01>B5 8AA;54CNBAO <>45;8, ?@8=04;560I85 :;0AAC 42CA;>9=KE =59@>==KE A5B59. !B028BAO 7040G0 =0E>645=8O 0@5B> >?B8<0;L=>3> D@>=B0 =0 <=>65AB25 4>?CAB8<KE <>45;59. @54;030NBAO :@8B5@88 >?B8<0;L=>3>, ?>A;54>20B5;L=>3> 8 CAB>9G82>3> ?@>@56820=8O =59@>==>9 A5B8, :@8B5@89 =0@0I820=8O A5B8, 0 B0:65 AB@>8BAO AB@0B538O ?>H03>2>9 <>48D8:0F88 <>45;8 A 8A?>;L7>20=85< ?@54;>65==KE :@8B5@852.  2KG8A;8B5;L=>< M:A?5@8<5=B5 <>45;8, ?>@>6405<K5 ?@54;>65==>9 AB@0B53859, A@02=820NBAO ?> B@5< :@8B5@8O< :0G5AB20 -- A;>6=>ABL, B>G=>ABL 8 CAB>9G82>ABL.</td> </tr><tr id="bib_Popova2014OptimalModelSelection" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Popova2014OptimalModelSelection, author = {. !. >?>20 and . . !B@86>2}, title = {K1>@ >?B8<0;L=>9 <>45;8 :;0AA8D8:0F88 D878G5A:>9 0:B82=>AB8 ?> 87<5@5=8O< 0:A5;5@><5B@0}, journal = {=D>@<0B8:0 8 55 ?@8<5=5=8O}, year = {2015}, volume = {9(1)}, pages = {76-86}, url = {http://strijov.com/papers/Popova2014OptimalModelSelection.pdf} } </pre></td> </tr> <!-----------> <tr id="PopovaStrijov2015DeepLearning" class="entry"> <td> >?>20 . !., !B@86>2 .. <i>>AB@>5=85 A5B59 3;C1>:>3> >1CG5=8O 4;O :;0AA8D8:0F88 2@5<5==KE @O4>2</i>&nbsp;// !8AB5<K 8 A@54AB20 8=D>@<0B8:8,&nbsp;2015, 25(3)&nbsp;:&nbsp;60-77. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('PopovaStrijov2015DeepLearning','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('PopovaStrijov2015DeepLearning','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/PopovaStrijov2015DeepLearning.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_PopovaStrijov2015DeepLearning" class="abstract noshow"> <td><b>Abstract</b>: 0==0O @01>B0 ?>A2OI5=0 @5H5=8N 7040G8 :;0AA8D8:0F88 2@5<5==KE @O4>2 A 8A?>;L7>20=85< =59@>==KE A5B59 3;C1>:>3> >1CG5=8O.  @01>B5 ?@54;0305BAO 8A?>;L7>20BL <=>3>C@>2=52CN AC?5@?>78F8N <>45;59, ?@8=04;560I8E A;54CNI8< :;0AA0< =59@>==KE A5B59: 42CEA;>9=K5 =59@>==K5 A5B8, <0H8=K >;LF<0=0 8 02B>:>48@>2I8:8. 86=85 C@>2=8 AC?5@?>78F88 2K45;ONB 87 70HC<;5==KE 40==KE 2KA>:>9 @07<5@=>AB8 8=D>@<0B82=K5 ?@87=0:8, 0 25@E=89 C@>25=L AC?5@?>78F88 ?> MB8< ?@87=0:0< @5H05B 7040GC :;0AA8D8:0F88. @54;>65==0O <>45;L 1K;0 ?@>B5AB8@>20=0 =0 42CE 2K1>@:0E 2@5<5==KE @O4>2 D878G5A:>9 0:B82=>AB8 G5;>25:0. 57C;LB0BK :;0AA8D8:0F88, ?>;CG5==K5 ?@54;0305<>9 <>45;LN 2 E>45 2KG8A;8B5;L=>3> M:A?5@8<5=B0, A@02=820;8AL A @57C;LB0B0<8, :>B>@K5 1K;8 ?>;CG5=K =0 MB8E 65 40==KE 2 @01>B0E 70@C156=KE 02B>@>2. AA;54>20=85 ?>:070;> 2>7<>6=>ABL ?@8<5=5=8O =59@>==KE A5B59 3;C1>:>3> >1CG5=8O : @5H5=8N ?@8:;04=KE 7040G :;0AA8D8:0F88 D878G5A:>9 0:B82=>AB8 G5;>25:0.</td> </tr><tr id="bib_PopovaStrijov2015DeepLearning" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{PopovaStrijov2015DeepLearning, author = {>?>20, . !., and !B@86>2, . .}, title = {>AB@>5=85 A5B59 3;C1>:>3> >1CG5=8O 4;O :;0AA8D8:0F88 2@5<5==KE @O4>2}, journal = {!8AB5<K 8 A@54AB20 8=D>@<0B8:8}, year = {2015}, volume = {25(3)}, pages = {60-77}, url = {http://strijov.com/papers/PopovaStrijov2015DeepLearning.pdf} } </pre></td> </tr> <!-----------> <tr id="Sanduleanu2016SAR" class="entry"> <td> C40:>2 .., !0=4C;O=C .., ">:<0:>20 .., /<I8:>2 .!., 595@ .., !B@86>2 .. <i>?@545;5=85 42865=8O >1J5:B>2 =0 75<=>9 ?>25@E=>AB8 <5B>40<8 SAR-8=B5@D5@><5B@88</i>&nbsp;// ><?LNB5@=K5 8AA;54>20=8O 8 <>45;8@>20=85,&nbsp;2015, 7(5)&nbsp;:&nbsp;1047-1060. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Sanduleanu2016SAR','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Sanduleanu2016SAR','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/http://crm.ics.org.ru/journal/article/2370/" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/Rudakov_crm_2015.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Sanduleanu2016SAR" class="abstract noshow"> <td><b>Abstract</b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td> </tr><tr id="bib_Sanduleanu2016SAR" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Sanduleanu2016SAR, author = { C40:>2, . . and !0=4C;O=C, . . and ">:<0:>20, . . and /<I8:>2, . !. and 595@, . . and !B@86>2, . .}, title = {?@545;5=85 42865=8O >1J5:B>2 =0 75<=>9 ?>25@E=>AB8 <5B>40<8 SAR-8=B5@D5@><5B@88}, journal = {><?LNB5@=K5 8AA;54>20=8O 8 <>45;8@>20=85}, year = {2015}, volume = {7(5)}, pages = {1047-1060}, url = {http://strijov.com/papers/Rudakov_crm_2015.pdf}, doi = {http://crm.ics.org.ru/journal/article/2370/} } </pre></td> </tr> <!-----------> <tr id="Stenina2014Reconciliation.pdf" class="entry"> <td> !B5=8=0 .., !B@86>2 .. <i>!>3;0A>20=85 ?@>3=>7>2 ?@8 @5H5=88 7040G ?@>3=>78@>20=8O 85@0@E8G5A:8E 2@5<5==KE @O4>2</i>&nbsp;// =D>@<0B8:0 8 55 ?@8<5=5=8O,&nbsp;2015, 9(2)&nbsp;:&nbsp;77-89. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Stenina2014Reconciliation.pdf','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Stenina2014Reconciliation.pdf','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.14357/19922264150209" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/Stenina2014Reconciliation.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Stenina2014Reconciliation.pdf" class="abstract noshow"> <td><b>Abstract</b>: 0AA<0B@8205BAO 7040G0 >4=>2@5<5==>3> ?@>3=>78@>20=8O =01>@0 2@5<5==KE @O4>2, >1J548=5==KE 2 85@0@E8G5A:CN <=>3>C@>2=52CN AB@C:BC@C. "@51C5BAO, GB>1K ?>;CG5==K5 ?@>3=>7K C4>2;5B2>@O;8 D878G5A:8< >3@0=8G5=8O< 8 AB@C:BC@5 85@0@E88.  AB0BL5 ?@54;0305BAO 0;3>@8B< A>3;0A>20=8O ?@>3=>7>2 85@0@E8G5A:8E 2@5<5==KE @O4>2 GTOp (Game-theoretically optimal reconciliation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td> </tr><tr id="bib_Stenina2014Reconciliation.pdf" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Stenina2014Reconciliation.pdf, author = {!B5=8=0, . . and !B@86>2, . .}, title = {!>3;0A>20=85 ?@>3=>7>2 ?@8 @5H5=88 7040G ?@>3=>78@>20=8O 85@0@E8G5A:8E 2@5<5==KE @O4>2}, journal = {=D>@<0B8:0 8 55 ?@8<5=5=8O}, year = {2015}, volume = {9(2)}, pages = {77-89}, url = {http://strijov.com/papers/Stenina2014Reconciliation.pdf}, doi = {10.14357/19922264150209} } </pre></td> </tr> <!-----------> <tr id="KuznetsovStrijov2014MethodsExpert" class="entry"> <td><h2>2014</h2> Kuznetsov M.P., Strijov V.V. <i>Methods of expert estimations concordance for integral quality estimation</i>&nbsp;// Expert Systems with Applications,&nbsp;2014, 41(4-2)&nbsp;:&nbsp;1988-1996. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('KuznetsovStrijov2014MethodsExpert','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('KuznetsovStrijov2014MethodsExpert','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Kuznetsov-Strijov2013Concordance.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_KuznetsovStrijov2014MethodsExpert" class="abstract noshow"> <td><b>Abstract</b>: The paper presents new methods of alternatives ranking using expert estimations and measured data. The methods use expert estimations of objects quality and criteria weights. This expert estimations are changed during the computation. The expert estimation are supposed to be measured in linear and ordinal scales. Each object is described by the set of linear, ordinal or nominal criteria. The constructed object estimations must not contradict both the measured criteria and the expert estimations. The paper presents methods of expert estimations concordance. The expert can correct result of this concordance.</td> </tr><tr id="bib_KuznetsovStrijov2014MethodsExpert" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{KuznetsovStrijov2014MethodsExpert, author = {M. P. Kuznetsov and V. V. Strijov}, title = {Methods of expert estimations concordance for integral quality estimation}, journal = {Expert Systems with Applications}, year = {2014}, volume = {41(4-2)}, pages = {1988-1996}, url = {http://strijov.com/papers/Kuznetsov-Strijov2013Concordance.pdf} } </pre></td> </tr> <!-----------> <tr id="Motrenko2013Bayesian" class="entry"> <td> Motrenko A., Strijov V., Weber G.-W. <i>Bayesian sample size estimation for logistic regression</i>&nbsp;// Journal of Computational and Applied Mathematics,&nbsp;2014, 255&nbsp;:&nbsp;743-752. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Motrenko2013Bayesian','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Motrenko2013Bayesian','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.1016/j.cam.2013.06.031" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/MotrenkoStrijovWeber2012SampleSize.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Motrenko2013Bayesian" class="abstract noshow"> <td><b>Abstract</b>: The problem of sample size estimation is important in the medical applications, especially in the cases of expensive measurements of immune biomarkers. The papers describes the problem of logistic regression analysis including model feature selection and includes the sample size determination algorithms, namely methods of univariate statistics, logistics regression, cross-validation and Bayesian inference. The authors, treating the regression model parameters as the multivariate variable, propose to estimate sample size using the distance between parameter distribution functions on cross-validated data sets.</td> </tr><tr id="bib_Motrenko2013Bayesian" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Motrenko2013Bayesian, author = {Anastasiya Motrenko and Vadim Strijov and Gerhard-Wilhelm Weber}, title = {Bayesian sample size estimation for logistic regression}, journal = {Journal of Computational and Applied Mathematics}, year = {2014}, volume = {255}, pages = {743-752}, url = {http://strijov.com/papers/MotrenkoStrijovWeber2012SampleSize.pdf}, doi = {10.1016/j.cam.2013.06.031} } </pre></td> </tr> <!-----------> <tr id="Aduenko2013Multiclass" class="entry"> <td> 4C5=:> .., !B@86>2 .. <i>!>2<5AB=K9 2K1>@ >1J5:B>2 8 ?@87=0:>2 2 7040G0E <=>3>:;0AA>2>9 :;0AA8D8:0F88 :>;;5:F88 4>:C<5=B>2</i>&nbsp;// =D>:><<C=8:0F8>==K5 B5E=>;>388,&nbsp;2014, 1&nbsp;:&nbsp;47-54. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Aduenko2013Multiclass','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Aduenko2013Multiclass','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/http://ikt.psuti.ru/archive/a:37/r:866/" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/Aduenko2013Multiclass.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Aduenko2013Multiclass" class="abstract noshow"> <td><b>Abstract</b>: 01>B0 ?>A2OI5=0 7040G5 @0=68@>20=8O ?>8A:>2>9 2K40G8. ;O @5H5=8O MB>9 7040G8 ?@54;>65= 0;3>@8B< <=>3>:;0AA>2>9 :;0AA8D8:0F88 A A>2<5AB=K< >B1>@>< >1J5:B>2 8 ?@87=0:>2, 0 B0:65 53> <>48D8:0F8O 4;O A@02=5=8O @5;520=B=>AB8 2=CB@8 >4=>3> :;0AA0. B1>@ ?@>872>48BAO 42C<O A?>A>10<8: A ?><>ILN H03>2>9 @53@5AA88 8 A ?><>ILN 35=5B8G5A:8E 0;3>@8B<>2. 57C;LB0BK, ?>;CG5==K5 @07=K<8 <5B>40<8, A@02=820NBAO. ;3>@8B< B5AB8@C5BAO =0 A8=B5B8G5A:8E 40==KE 8 40==KE ?>8A:>2>9 2K40G8 /=45:A0.</td> </tr><tr id="bib_Aduenko2013Multiclass" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Aduenko2013Multiclass, author = {. . 4C5=:> and . . !B@86>2}, title = {!>2<5AB=K9 2K1>@ >1J5:B>2 8 ?@87=0:>2 2 7040G0E <=>3>:;0AA>2>9 :;0AA8D8:0F88 :>;;5:F88 4>:C<5=B>2}, journal = {=D>:><<C=8:0F8>==K5 B5E=>;>388}, year = {2014}, volume = {1}, pages = {47-54}, url = {http://strijov.com/papers/Aduenko2013Multiclass.pdf}, doi = {http://ikt.psuti.ru/archive/a:37/r:866/} } </pre></td> </tr> <!-----------> <tr id="VarfolomeevaStrijov2013FeatureSelection" class="entry"> <td> 0@D>;><5520 .., !B@86>2 .. <i>;3>@8B< @07<5B:8 181;8>3@0D8G5A:8E A?8A:>2 <5B>40<8 AB@C:BC@=>3> >1CG5=8O</i>&nbsp;// =D>@<0F8>==K5 B5E=>;>388,&nbsp;2014, 7&nbsp;:&nbsp;11-15. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('VarfolomeevaStrijov2013FeatureSelection','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('VarfolomeevaStrijov2013FeatureSelection','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Varfolomeeva2013StrcLearning.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_VarfolomeevaStrijov2013FeatureSelection" class="abstract noshow"> <td><b>Abstract</b>:  ?@54;0305<>9 @01>B5 @5H05BAO ?@8:;04=0O 7040G0 A53<5=B0F88 AB@C:BC@8@>20==KE B5:AB>2: 4;O :064>3> A53<5=B0 181;8>3@0D8G5A:>9 70?8A8 >?@545;O5BAO 53> B8? ?>;O 2 D>@<0B5 BibTeX. "0:65 4;O :064>9 70?8A8 >?@545;O5BAO B8? 55 181;8>3@0D8G5A:>3> >?8A0=8O. "0:0O 7040G0 2>7=8:05B 2 A2O78 A =0;8G85< @07;8G=KE AB0=40@B>2 A>AB02;5=8O 181;8>3@0D8G5A:8E 70?8A59: B@51C5BAO ?@54;>68BL 0;3>@8B< >?@545;5=8O B8?>2 ?>;59 181;8>3@0D8G5A:8E 70?8A59, =5 7028AOI89 >B :>=:@5B=>3> AB0=40@B0 8E A>AB02;5=8O.;O @5H5=8O 7040G8 >?@545;5=8O B8?0 ?>;O 2 @01>B5 ?@54;>65= <5B>4 A>AB02;5=8O <0B@8F >1J5:B>2 8 <0B@8F >B25B>2  ?@8<5@>2 ?@028;L=>9 A53<5=B0F88.  @01>B5 ?@54;0305BAO 0;3>@8B< @07<5B:8 181;8>3@0D8G5A:8E A?8A:>2 <5B>4>< AB@C:BC@=>9 @53@5AA88, ?@8 MB>< @5H05BAO 7040G0 2K1>@0 ?0@0<5B@>2 @53@5AA8>==>9 <>45;8. > @57C;LB0B0< A53<5=B8@>20=8O ?>;59 70?8A8 A ?><>ILN :;0AB5@870F88 >?@545;O5BAO B8? 55 181;8>@0D8G5A:>3> >?8A0=8O. 0G5AB2> ?>;CG5==>9 <>45;8 8AA;54C5BAO =0 =01>@5 =5D>@<0B8@>20==KE 181;8>3@0D8G5A:8E A?8A:>2.  @01>B5 ?>:070=>, GB> ?@54;0305<K9 0;3>@8B< 8<55B E>@>H55 :0G5AB2> A53<5=B0F88 8 :;0AB5@870F88 ?@8 =0;8G88 4>AB0B>G=>9 >1CG0NI59 2K1>@:8.</td> </tr><tr id="bib_VarfolomeevaStrijov2013FeatureSelection" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{VarfolomeevaStrijov2013FeatureSelection, author = {. . 0@D>;><5520 and . . !B@86>2}, title = {;3>@8B< @07<5B:8 181;8>3@0D8G5A:8E A?8A:>2 <5B>40<8 AB@C:BC@=>3> >1CG5=8O}, journal = {=D>@<0F8>==K5 B5E=>;>388}, year = {2014}, volume = {7}, pages = {11-15}, url = {http://strijov.com/papers/Varfolomeeva2013StrcLearning.pdf} } </pre></td> </tr> <!-----------> <tr id="Kuzmin2014Thematic" class="entry"> <td> C7L<8= .., 4C5=:> .., !B@86>2 .. <i>"5<0B8G5A:0O :;0AA8D8:0F8O B578A>2 :@C?=>9 :>=D5@5=F88 A 8A?>;L7>20=85< M:A?5@B=>9 <>45;8</i>&nbsp;// =D>@<0F8>==K5 B5E=>;>388,&nbsp;2014, 6&nbsp;:&nbsp;22-26. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Kuzmin2014Thematic','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Kuzmin2014Thematic','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Kuzmin2014Thematic.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Kuzmin2014Thematic" class="abstract noshow"> <td><b>Abstract</b>:  @01>B5 @0AA<0B@8205BAO 7040G0 B5<0B8G5A:>9 25@8D8:0F88 B578A>2 4>:;04>2 =0CG=>9 :>=D5@5=F88. @8 ?;0=8@>20=88 ?@>3@0<<K :>=D5@5=F88 B578AK >1J548=ONBAO 2 A5AA88, =5A:>;L:> A5AA89 >1J548=ONBAO 2 =0CG=>5 =0?@02;5=85, 0 =5A:>;L:> =0?@02;5=89  2 >1;0ABL. "0:0O 85@0@E8G5A:0O AB@C:BC@0 =07K205BAO B5<0B8G5A:>9 <>45;LN :>=D5@5=F88. 0 :@C?=K5 :>=D5@5=F88 ?>405BAO =5A:>;L:> BKAOG B578A>2, 0 B5<0B8G5A:0O <>45;L 8<55B <=>3>C@>2=52CN AB@C:BC@C. @>3@0<<=K9 :><8B5B 5653>4=> AB@>8B B5<0B8G5A:CN <>45;L :>=D5@5=F88.  A2O78 A 1>;LH8< G8A;>< M:A?5@B>2  G;5=>2 ?@>3@0<<=>3> :><8B5B0, 2>7=8:05B 7040G0 ?@>25@:8 F5;>AB=>AB8 ?>AB@>5==>9 M:A?5@B=>9 B5<0B8G5A:>9 <>45;8. 0==0O @01>B0 ?>A2OI5=0 2KO2;5=8N =5A>>B25BAB289 2 B5<0B8G5A:8E <>45;OE <5B>40<8 B5:AB>2>9 :;0AB5@870F88. 0AA<0B@8205BAO :>;;5:F8O B578A>2 :>=D5@5=F88 A M:A?5@B=>9 B5<0B8G5A:>9 <>45;LN. @54?>;0305BAO, GB> B5@<8=>;>38G5A:89 A>AB02 B578A0 >?@545;O5B 53> B5<C 8 ?>;>65=85 2 B5<0B8G5A:>9 <>45;8. @54;0305BAO DC=:F8O AE>4AB20 42CE B578A>2. 0405BAO DC=:F8>=0; :0G5AB20 B5<0B8G5A:>9 <>45;8, 7028AOI89 >B 2=CB@8:;0AB5@=>3> 8 <56:;0AB5@=>3> AE>4AB20 B578A>2. @54;0305BAO 1KAB@K9 <5B>4 =5<5B@8G5A:>9 85@0@E8G5A:>9 :;0AB5@870F88, <0:A8<878@CNI89 ?@54;>65==K9 DC=:F8>=0; :0G5AB20. ;O ?>AB@>5=8O 0;3>@8B<8G5A:>9 B5<0B8G5A:>9 <>45;8 22>48BAO ?0@0<5B@ 7=0G8<>AB8 M:A?5@B=>9 <>45;8. = >?@545;O5B 7=0G5=85 C;CGH5=8O DC=:F8>=0;0 :0G5AB20, ?@8 :>B>@>< AB@C:BC@0 <>45;8 1C45B 87<5=5=0. -B>B ?0@0<5B@ @53C;8@C5B :>;8G5AB2> 2KO2;O5<KE B5<0B8G5A:8E ?@>B82>@5G89. ;3>@8B< ?>AB@>5=8O B5<0B8G5A:>9 <>45;8 ?@>8;;NAB@8@>20= :;0AB5@870F859 :>;;5:F88 B578A>2 :>=D5@5=F88 EURO 2013.</td> </tr><tr id="bib_Kuzmin2014Thematic" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Kuzmin2014Thematic, author = {. . C7L<8= and . . 4C5=:> and . . !B@86>2}, title = {"5<0B8G5A:0O :;0AA8D8:0F8O B578A>2 :@C?=>9 :>=D5@5=F88 A 8A?>;L7>20=85< M:A?5@B=>9 <>45;8}, journal = {=D>@<0F8>==K5 B5E=>;>388}, year = {2014}, volume = {6}, pages = {22-26}, url = {http://strijov.com/papers/Kuzmin2014Thematic.pdf} } </pre></td> </tr> <!-----------> <tr id="Motrenko2014KullbackLeibler" class="entry"> <td> >B@5=:> .., !B@86>2 .. <i>>AB@>5=85 03@538@>20==KE ?@>3=>7>2 >1J5<>2 65;57=>4>@>6=KE 3@C7>?5@52>7>: c 8A?>;L7>20=85< @0AAB>O=8O C;L10:0-591;5@0</i>&nbsp;// =D>@<0B8:0 8 55 ?@8<5=5=8O,&nbsp;2014, 8(2)&nbsp;:&nbsp;86-97. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Motrenko2014KullbackLeibler','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Motrenko2014KullbackLeibler','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/MotrenkoStrijov2014KL.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Motrenko2014KullbackLeibler" class="abstract noshow"> <td><b>Abstract</b>: 0==>5 8AA;54>20=85 ?>A2OI5=> ?@>1;5<5 ?>AB@>5=8O 03@538@>20==KE ?@>3=>7>2 >1J5<>2 65;57=>4>@>6=KE 3@C7>?5@52>7>:. ;O ?>;CG5=8O 03@538@>20==KE ?@>3=>7>2 B@51C5BAO :;0AB5@87>20BL 2@5<5==K5 @O4K B0:8< >1@07><, GB>1K @0A?@545;5=85 2@5<5==KE @O4>2 2=CB@8 :;0AB5@0 A>2?040;8. @8 @5H5=88 7040G8 :;0AB5@870F88 B@51C5BAO >F5=8BL 1;87>ABL <564C 2@5<5==K<8 @O40<8, 8AE>4O 87 8E M<?8@8G5A:8E @0A?@545;5=89. 2>48BAO :@8B5@89 ?@8=04;56=>AB8 2@5<5==KE @O4>2 >4=><C @0A?@545;5=8N, >A=>20==K9 =0 @0AAB>O=88 C;L10:0-591;5@0 <564C 38AB>3@0<<0<8 2@5<5==KE @O4>2. @82>48BAO B5>@5B8G5A:>5 8 ?@0:B8G5A:>5 8AA;54>20=85 ?@54;>65==>3> :@8B5@8O. 5H05BAO 7040G0 :;0AB5@870F88 2@5<5==KE @O4>2 =0 >A=>25 <0B@8FK ?0@=KE @0AAB>O=89 <564C =8<8.</td> </tr><tr id="bib_Motrenko2014KullbackLeibler" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Motrenko2014KullbackLeibler, author = {>B@5=:>, =0AB0A8O 5B@>2=0 AND !B@86>2, 048< 8:B>@>28G}, title = {>AB@>5=85 03@538@>20==KE ?@>3=>7>2 >1J5<>2 65;57=>4>@>6=KE 3@C7>?5@52>7>: c 8A?>;L7>20=85< @0AAB>O=8O C;L10:0-591;5@0}, journal = {=D>@<0B8:0 8 55 ?@8<5=5=8O}, year = {2014}, volume = {8(2)}, pages = {86-97}, url = {http://strijov.com/papers/MotrenkoStrijov2014KL.pdf} } </pre></td> </tr> <!-----------> <tr id="Stenina2014RailRoadsMatching" class="entry"> <td> !B5=8=0 ., !B@86>2 . <i>!>3;0A>20=85 03@538@>20==KE 8 45B0;878@>20==KE ?@>3=>7>2 ?@8 @5H5=88 7040G =5?0@0<5B@8G5A:>3> ?@>3=>78@>20=8O</i>&nbsp;// !8AB5<K 8 A@54AB20 8=D>@<0B8:8,&nbsp;2014, 24(2)&nbsp;:&nbsp;21-34. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Stenina2014RailRoadsMatching','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Stenina2014RailRoadsMatching','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Stenina2014RailRoadsMatching.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Stenina2014RailRoadsMatching" class="abstract noshow"> <td><b>Abstract</b>: > <=>38E ?@8:;04=KE >1;0ABOE G0AB> 2>7=8:0NB 7040G8, A2O70==K5 A ?@>3=>78@>20=85< 1>;LH>3> G8A;0 2@5<5==KE @O4>2, >1@07CNI8E 85@0@E8G5A:CN AB@C:BC@C.  ?@>3=>70< B0:8E @O4>2 :0: ?@028;> ?@54JO2;O5BAO B@51>20=85 A>3;0A>20==>AB8 ?@>3=>7>2 ?> C@>2=O< 85@0@E88.  AB0BL5 ?@54;0305BAO 0;3>@8B< A>3;0A>20=8O ?@>3=>7>2 85@0@E8G5A:8E 2@5<5==KE @O4>2, >A=>20==K9 =0 @5H5=88 7040G8 >?B8<870F88 A >3@0=8G5=8O<8. @54;0305<K9 0;3>@8B< ?>72>;O5B ?@>2>48BL A>3;0A>20=85 ?@>3=>7>2 2 A;CG05 =5?;>A:>9 85@0@E8G5A:>9 AB@C:BC@K, 0 B0:65 CG8BK20BL D878G5A:85 >3@0=8G5=8O =0 ?@>3=>78@C5<K5 25;8G8=K, B0:85 :0: =5>B@8F0B5;L=>ABL 8;8 <0:A8<0;L=>5 7=0G5=85. 01>B0 0;3>@8B<0 45<>=AB@8@C5BAO =0 40==KE ?>ACB>G=>9 703@C65==>AB8 65;57=>4>@>6=KE C7;>2 2 <A:>9 >1;0AB8, :0G5AB2> ?@>3=>7>2 A@02=8205BAO A :0G5AB2>< ?@>3=>7>2 0;3>@8B<0 >?B8<0;L=>3> A>3;0A>20=8O. "0:65 45<>=AB@8@C5BAO @01>B0 ?@54;0305<>3> 0;3>@8B<0 ?@8 =5?;>A:>9 85@0@E8G5A:>9 AB@C:BC@5 2@5<5==KE @O4>2.</td> </tr><tr id="bib_Stenina2014RailRoadsMatching" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Stenina2014RailRoadsMatching, author = {!B5=8=0, .. and !B@86>2, ..}, title = {!>3;0A>20=85 03@538@>20==KE 8 45B0;878@>20==KE ?@>3=>7>2 ?@8 @5H5=88 7040G =5?0@0<5B@8G5A:>3> ?@>3=>78@>20=8O}, journal = {!8AB5<K 8 A@54AB20 8=D>@<0B8:8}, year = {2014}, volume = {24(2)}, pages = {21-34}, url = {http://strijov.com/papers/Stenina2014RailRoadsMatching.pdf} } </pre></td> </tr> <!-----------> <tr id="Aduenko2014MultomodelingMulticollinear_IFORS" class="entry"> <td> Aduenko A.A., Strijov V.V. <i>Multimodelling and Object Selection for Banking Credit Scoring</i>&nbsp;// Conference of the International Federation of Operational Research Societies,&nbsp;2014&nbsp;:&nbsp;138. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Aduenko2014MultomodelingMulticollinear_IFORS','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Aduenko2014MultomodelingMulticollinear_IFORS','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Aduenko2014MultiModel_IFORS.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Aduenko2014MultomodelingMulticollinear_IFORS" class="abstract noshow"> <td><b>Abstract</b>: To construct a bank credit scoring model one must select a set of informative objects (client records) to get the unbiased estimation of the model parameters. This set must have no outliers. The authors propose an object selection algorithm for mixture of regression models. It is based on analysis of the covariance matrix for the parameters estimations. The computational experiment shows statistical significance of the classification quality improvement. The algorithm is illustrated with the cash loans and heart disease data sets.</td> </tr><tr id="bib_Aduenko2014MultomodelingMulticollinear_IFORS" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Aduenko2014MultomodelingMulticollinear_IFORS, author = {Alexander A. Aduenko and Vadim V. Strijov}, title = {Multimodelling and Object Selection for Banking Credit Scoring}, booktitle = {Conference of the International Federation of Operational Research Societies}, year = {2014}, pages = {138}, url = {http://strijov.com/papers/Aduenko2014MultiModel_IFORS.pdf} } </pre></td> </tr> <!-----------> <tr id="Katrutsa2014MultomodelingMulticollinear_IFORS" class="entry"> <td> Katrutsa A.M., Strijov V.V. <i>Multicollinearity: Performance Analysis of Feature Selection Algorithms</i>&nbsp;// Conference of the International Federation of Operational Research Societies,&nbsp;2014&nbsp;:&nbsp;138. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Katrutsa2014MultomodelingMulticollinear_IFORS','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Katrutsa2014MultomodelingMulticollinear_IFORS','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Katrutsa2014MultiCollinear_IFORS.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Katrutsa2014MultomodelingMulticollinear_IFORS" class="abstract noshow"> <td><b>Abstract</b>: We investigate the multicollinearity problem and its influence on the performance of feature selection methods. The paper proposes the testing procedure for feature selection methods. We discuss the criteria for comparing feature selection methods according to their performance when the multicollinearity is present. Feature selection methods are compared according to the other evaluation measures. We propose the method of generating test data sets with different kinds of multicollinearity. Authors conclude about the performance of feature selection methods if the multicollinearity is present.</td> </tr><tr id="bib_Katrutsa2014MultomodelingMulticollinear_IFORS" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Katrutsa2014MultomodelingMulticollinear_IFORS, author = {Alexandr M. Katrutsa and Vadim V. Strijov}, title = {Multicollinearity: Performance Analysis of Feature Selection Algorithms}, booktitle = {Conference of the International Federation of Operational Research Societies}, year = {2014}, pages = {138}, url = {http://strijov.com/papers/Katrutsa2014MultiCollinear_IFORS.pdf} } </pre></td> </tr> <!-----------> <tr id="Kuzmin2014Thematic_INFORS" class="entry"> <td> Kuzmin A.A., Aduenko A.A., Strijov V.V. <i>Thematic Classification for EURO/IFORS Conference Using Expert Model</i>&nbsp;// Conference of the International Federation of Operational Research Societies,&nbsp;2014&nbsp;:&nbsp;175. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Kuzmin2014Thematic_INFORS','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Kuzmin2014Thematic_INFORS','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Kuzmin2014Thematic_INFORS.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Kuzmin2014Thematic_INFORS" class="abstract noshow"> <td><b>Abstract</b>: The decision support system predicts the areas, streams and sessions for the abstracts of a major conference. Abstract collections from the previous EURO/IFORS (2010, 2012, 2013) conferences and their expert thematic models are considered. The terminological dictionary of the conference and the global thematic model of these collections are constructed. A similarity function between two abstracts is proposed. The non-metric hierarchical clustering algorithm which considers a constructed global thematic model is used to construct the thematic model of a new conference without an expert model.</td> </tr><tr id="bib_Kuzmin2014Thematic_INFORS" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Kuzmin2014Thematic_INFORS, author = {Arsentii A. Kuzmin and Alexander A. Aduenko and Vadim V. Strijov}, title = {Thematic Classification for EURO/IFORS Conference Using Expert Model}, booktitle = {Conference of the International Federation of Operational Research Societies}, year = {2014}, pages = {175}, url = {http://strijov.com/papers/Kuzmin2014Thematic_INFORS.pdf} } </pre></td> </tr> <!-----------> <tr id="Kuznetsov2014PartialOrders_IFORS" class="entry"> <td> Kuznetsov M.P., Strijov V.V. <i>Partial Orders Combining for the Object Ranking Problem</i>&nbsp;// Conference of the International Federation of Operational Research Societies,&nbsp;2014&nbsp;:&nbsp;157. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Kuznetsov2014PartialOrders_IFORS','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Kuznetsov2014PartialOrders_IFORS','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Kuznetsov2014PartialOrder_IFORS.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Kuznetsov2014PartialOrders_IFORS" class="abstract noshow"> <td><b>Abstract</b>: We propose a new method for the ordinal-scaled object ranking problem. The method is based on the combining of partial orders corresponding to the ordinal features. Every partial order is described with a positive cone in the object space. We construct the solution of the object ranking problem as the projection to a superposition of the cones. To restrict model complexity and prevent overfitting we reduce dimension of the superposition and select most informative features. The proposed method is illustrated with the problem of the IUCN Red List monotonic categorization.</td> </tr><tr id="bib_Kuznetsov2014PartialOrders_IFORS" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Kuznetsov2014PartialOrders_IFORS, author = {Mikhail P. Kuznetsov and Vadim V. Strijov}, title = {Partial Orders Combining for the Object Ranking Problem}, booktitle = {Conference of the International Federation of Operational Research Societies}, year = {2014}, pages = {157}, url = {http://strijov.com/papers/Kuznetsov2014PartialOrder_IFORS.pdf} } </pre></td> </tr> <!-----------> <tr id="Matrosov2014Musical_IFORS" class="entry"> <td> Matrosov M., Strijov V. <i>Short-Term Forecasting of Musical Compositions Using Chord Sequences</i>&nbsp;// Conference of the International Federation of Operational Research Societies,&nbsp;2014&nbsp;:&nbsp;229. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Matrosov2014Musical_IFORS','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Matrosov2014Musical_IFORS','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Matrosov2014Musical_IFORS.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Matrosov2014Musical_IFORS" class="abstract noshow"> <td><b>Abstract</b>: The objective is to predict a sequence of chords. It is treated as multivariate time series of discrete values. A chord is represented as an array of half-tone sounds within one octave. We utilize a classifier based on probability distributions over chord sequences that are estimated both on a big training set and some revealed part of the forecasted melody. It shows robust forecasting on a set of 50 000 midi files. The novelty is model selection algorithm and invariant representation of chords. The same technique can be used to predict or synthesize various types of discrete time series.</td> </tr><tr id="bib_Matrosov2014Musical_IFORS" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Matrosov2014Musical_IFORS, author = {Mikhail Matrosov and Vadim Strijov}, title = {Short-Term Forecasting of Musical Compositions Using Chord Sequences}, booktitle = {Conference of the International Federation of Operational Research Societies}, year = {2014}, pages = {229}, url = {http://strijov.com/papers/Matrosov2014Musical_IFORS.pdf} } </pre></td> </tr> <!-----------> <tr id="Strijov2014Structure_IFORS" class="entry"> <td> Strijov V.V., Kuznetsov M.P., Motrenko A.P. <i>Structure learning and forecasting model generation</i>&nbsp;// Conference of the International Federation of Operational Research Societies,&nbsp;2014&nbsp;:&nbsp;101. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Strijov2014Structure_IFORS','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Strijov2014Structure_IFORS','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Strijov2014StructLearning_IFORS.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Strijov2014Structure_IFORS" class="abstract noshow"> <td><b>Abstract</b>: The aim of the study is to suggest a method to forecast a structure of a regression model superposition, which approximates a data set in terms of some quality function. The problem: algorithms of model selection are computationally complex due to the large number of models. The solution: we developed a model structure forecasting algorithm based on previously selected models.</td> </tr><tr id="bib_Strijov2014Structure_IFORS" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Strijov2014Structure_IFORS, author = {Strijov, V. V. and Kuznetsov, M. P. and Motrenko, A. P.}, title = {Structure learning and forecasting model generation}, booktitle = {Conference of the International Federation of Operational Research Societies}, year = {2014}, pages = {101}, url = {http://strijov.com/papers/Strijov2014StructLearning_IFORS.pdf} } </pre></td> </tr> <!-----------> <tr id="Sologub2014PhDThesis" class="entry"> <td> !>;>3C1 .. <i>;3>@8B<K 8=4C:B82=>3> ?>@>645=8O 8 B@0=AD>@<0F88 <>45;59 2 7040G0E =5;8=59=>9 @53@5AA88 (48AA5@B0F8O :.D.-<.=., =0CG=K9 @C:>2>48B5;L .. !B@86>2)</i>. KG8A;8B5;L=K9 F5=B@ ,&nbsp;2014. <i><b>PhdThesis</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Sologub2014PhDThesis','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Sologub2014PhDThesis','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Sologub2014Disser-0018d.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Sologub2014PhDThesis" class="abstract noshow"> <td><b>Abstract</b>: 0==0O @01>B0 =0?@02;5=0 =0 @5H5=85 ?@>1;5<K 02B><0B8G5A:>3> A>740=8O 8 25@8D8:0F88 :>;8G5AB25==KE <0B5<0B8G5A:8E <>45;59. >45;8 ?@54=07=0G5=K 4;O >?8A0=8O @57C;LB0B>2 87<5@5=89 8 ?@>3=>78@>20=8O M:A?5@8<5=B>2, A>AB02;ONI8E =5>BJ5<;5<CN G0ABL 5AB5AB25==>=0CG=KE 8AA;54>20=89.  @01>B5 8AA;54C5BAO DC=40<5=B0;L=0O ?@>1;5<0 02B><0B8G5A:>3> ?>@>645=8O <>45;59 4;O @5H5=8O 7040G 0=0;870 40==KE. >@>6405<K5 <>45;8 ?@54=07=0G5=K 4;O 0??@>:A8<0F88, 0=0;870 8 ?@>3=>78@>20=8O @57C;LB0B>2 87<5@5=89. @8 ?>@>645=88 CG8BK20NBAO B@51>20=8O, ?@54JO2;O5<K5 M:A?5@B0<8-A?5F80;8AB0<8 2 ?@54<5B=>9 >1;0AB8 : ?>@>6405<K< <>45;O<. -B> 405B 2>7<>6=>ABL ?>;CG5=8O M:A?5@B=>-8=B5@?@5B8@C5<KE <>45;59, 045:20B=> >?8AK20NI8E @57C;LB0B 87<5@5=8O. ;O A>740=8O 045:20B=>9 <>45;8 87<5@O5<KE 40==KE 8A?>;L7CNBAO M:A?5@B=>-7040==K5 ?>@>640NI85 DC=:F88 8 =01>@ ?@028; ?>@>645=8O. >45;L 70405BAO 2 2845 AC?5@?>78F88 ?>@>640NI8E DC=:F89. @028;0 ?>@>645=8O >?@545;ONB 4>?CAB8<>ABL AC?5@?>78F88 8 8A:;NG0NB ?>@>645=85 87><>@D=KE <>45;59.  @01>B5 ?@54;0305BAO @0728BL ACI5AB2CNI85 <5B>4K 02B><0B8G5A:>3> ?>@>645=8O <>45;59.  G0AB=>AB8, ?@8 ?>@>645=88 <>45;59 ?@54;0305BAO CG8BK20BL M:A?5@B=K5 B@51>20=8O : 284C <>45;59, @0=68@CO <>45;8 2 A>>B25BAB288 A M:A?5@B=K<8 ?@54?>GB5=8O<8. @54;030NBAO =>2K5 <5B>4K ?>8A:0 87><>@D=KE AC?5@?>78F89, >A=>20==K5 =0 ?>8A:5 87><>@D=KE ?>43@0D>2 8 ?>4AB0=>2:5 ?>43@0D>2 ?> ?@028;0<. AA;54CNBAO <5B>4K 8 0;3>@8B<K ?>@>645=8O <>45;59, 8E A2>9AB20, A;>6=>ABL 8 CAB>9G82>ABL.  =5:>B>@KE ?@8:;04=KE 7040G0E <>45;8@>20=8O >:07K205BAO, GB> A2545=8O > AB@C:BC@5 <>45;8, 2 B>< G8A;5 M:A?5@B=K5 >F5=:8 > 2845 8A:><KE 7028A8<>AB59 O2;ONBAO =54>AB0B>G=K<8 4;O ?@8<5=5=8O <5B>4>2, A?>A>1=KE >15A?5G8BL =5>1E>48<>5 :0G5AB2> <>45;8. 54>AB0B>: G8A;0 =57028A8<KE ?5@5<5==KE 4;O ?>AB@>5=8O <0B5<0B8G5A:8E <>45;59 45;05B ?@8<5=5=85 <5B>4>2 ?>@>645=8O ?@87=0:>2 8 <>45;59 ?5@A?5:B82=K< 4;O @5H5=8O B0:>3> @>40 7040G. 45O <5B>40 ?>@>645=8O ?@87=0:>2 70:;NG05BAO 2 A>740=88 4>?>;=8B5;L=KE =57028A8<KE ?5@5<5==KE, O2;ONI8EAO >1@070<8 8AE>4=KE ?5@5<5==KE >B=>A8B5;L=> ?>A;54>20B5;L=> ?@8<5=5==KE =01>@>2 >B>1@065=89. "0:85 >B>1@065=8O 2 @0<:0E @01>BK 1C4CB =07K20BLAO ?>@>640NI8<8 DC=:F8O<8. 0=55 @01>BK, 2K?>;=5==K5 2 @0<:0E 40==>3> ?>4E>40, O2;O;8AL 2 >A=>2=>< ?@8:;04=K<8. ;O @07;8G=KE 7040G M:>=><8:8 8 ?@><KH;5==>AB8 =0 >A=>25 M:A?5@B=>3> >?8A0=8O ?@>1;5<K 2K18@0;8AL ?>@>640NI85 DC=:F88 8 ?>@>640;8AL =01>@K =>2KE ?@87=0:>2 4;O ?>AB@>5=8O <>45;8. @8 MB>< 8AA;54>20B5;O<8 =5 AB028;AO 2>@>A ACI5AB2>20=8O =01>@0, ?>;=>BK 8;8 :>@@5:B=>AB8 ACI5AB2CNI53> 0;3>@8B<0.  40==>9 @01>B5 @0728205BAO B5>@5B8G5A:>5 >1>A=>20=85 :>@@5:B=>AB8 8 4>?CAB8<>AB8 8A?>;L7>20=8O <5B>4>2 ?>@>645=8O AC?5@?>78F89 4;O @5H5=8O ?@8:;04=KE 7040G. 0AA<0B@820NBAO 0;3>@8B<K ?>@>645=8O AC?5@?>78F89, 8E AE>48<>ABL, ?@54;030NBAO @07;8G=K5 <5B>4K >?B8<870F88 AB@C:BC@K <>45;59. =4C:B82=>5 ?>@>645=85 <>45;59 A ?><>ILN <5B>4>2 3@C??>2>3> CG5B0 0@3C<5=B0 @0AA<0B@8205BAO 2 @01>B0E .. 20E=5=:>.  ;8=59=>9 <>45;8 ?@54;0305BAO 35=5@8@>20BL =>2K5 ?@87=0:8 A ?><>ILN >?5@0F88 ?@>872545=8O. ! ?><>ILN ?>;8=><>2 >;<>3>@>20-01>@0 0;3>@8B< F5;5=0?@02;5==> ?>@>6405B 8 ?5@518@05B <>45;8-?@5B5=45=BK @07;8G=>9 A;>6=>AB8 ?> @O4C :@8B5@852.  @57C;LB0B5 =0E>48BAO <>45;L >?B8<0;L=>9 AB@C:BC@K 2 2845 >4=>3> C@02=5=8O 8;8 A8AB5<K C@02=5=89. 06=K< MB0?>< @0728B8O <5B>4>2 @5H5=8O 7040G 2>AAB0=>2;5=8O @53@5AA88 O2;O5BAO 8?>;L7>20=85 =5;8=59=>9 @53@5AA88 4;O @5H5=8O ?@8:;04=KE 7040G. 0==K9 ?>4E>4 H8@>:> >?8AK205BAO 2 @01>B0E 6. !515@0 --- @0AA<0B@8205BAO ?>AB@>5=85 8 >F5=:0 ?0@0<5B@>2 =5;8=59=KE <>45;59. ;O >F5=:8 <>45;59 8A?>;L7C5BAO 0;3>@8B< 525=15@30-0@:204B0. ;O 8=4C:B82=>3> ?>@>645=8O <>45;59 2 @01>BKE 6. >7K 8 . 5;8=:8, A2O70==KE A 35=5B8G5A:8< ?@>3@0<<8@>20=85<, 8A?>;L7C5BAO A8<2>;L=0O @53@5AA8O --- <5B>4 ?>AB@>5=8O @53@5AA8>==KE <>45;59 ?CB5< ?5@51>@0 @07;8G=KE ?@>872>;L=KE AC?5@?>78F89 DC=:F89 87 =5:>B>@>3> 7040==>3> =01>@0. =4C:B82=>5 ?>@>645=85 <>45;59 @0AA<0B@8205BAO 2 ?@8;>65=88 : 7040G5 >?@545;5=8O >?B8<0;L=>9 D>@<K 0=B5==K.  @01>B0E . . !B@86>20 8458 8=4C:B82=>3> ?>@>645=8O @53@5AA8>==KE <>45;59 =0E>4OB A2>5 @0728B85 2 ?@8<5=5=88 <5B>4>2 42CEC@>2=52>3> 095A>2A:>3> 2K2>40 : ?@>F5AC ?>@>645=8O 8 =0AB@>9:8 <>45;59. @8 0=0;875 AB@:CBC@K <>45;59 >A=>2=K< A?>A>1>< ?@54AB02;5=8O AC?5@?>78F89 O2;O5BAO 3@0D-45@52>.  A27O8 A MB8< : AC?5@?>78F8O< ?@8<5=8<K <5B>4K B@0=AD>@<0F88 3@0D>2, ?>72>;ONI85 >?8A0BL D>@<0;L=> <5B>4K AB@C:BC@=>9 >?8B8<870F88 AC?5@?>78F89. 0AA<0B@8205BAO :0B53>@=>5 ?@54AB02;5=85 B@0=AD>@<0F89 =0 3@0D0E 8 CA;>28O ?@8<5=8<>AB8 ?@028; ;O ?@5>1@07>20=8O 45@52L52 2K45;ONBAO =5:>B>@K5 M;5<5=B0@=K5 3@0DK, 4;O :>B>@KE AB@>OBAO >1>;>G:8 87><>@D=KE 8< 3@0D>2 1>;55 A;>6=>9 AB@C:BC@K.</td> </tr><tr id="bib_Sologub2014PhDThesis" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @phdthesis{Sologub2014PhDThesis, author = {!>;>3C1, . .}, title = {;3>@8B<K 8=4C:B82=>3> ?>@>645=8O 8 B@0=AD>@<0F88 <>45;59 2 7040G0E =5;8=59=>9 @53@5AA88 (48AA5@B0F8O :.D.-<.=., =0CG=K9 @C:>2>48B5;L .. !B@86>2)}, school = {KG8A;8B5;L=K9 F5=B@ }, year = {2014}, url = {http://strijov.com/papers/Sologub2014Disser-0018d.pdf} } </pre></td> </tr> <!-----------> <tr id="Strijov2014DScThesis" class="entry"> <td> !B@86>2 .. <i>>@>645=85 8 2K1>@ <>45;59 2 7040G0E @53@5AA88 8 :;0AA8D8:0F88</i>. KG8A;8B5;L=K9 F5=B@ ,&nbsp;2014. <i><b>PhdThesis</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Strijov2014DScThesis','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Strijov2014DScThesis','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Strijov2015ModelSelectionRu.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Strijov2014DScThesis" class="abstract noshow"> <td><b>Abstract</b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ishop: 2006]. !>2<5I5=85 4>AB>8=AB2 >1>8E ?>4E>4>2, @57C;LB0B>< :>B>@>3> O2;O5BAO ?>;CG5=85 8=B5@?@5B8@C5<KE 8 4>AB0B>G=> B>G=KE <>45;59, O2;O5BAO 0:BC0;L=>9 7040G59 B5>@5B8G5A:>9 8=D>@<0B8:8. &5=B@0;L=K< >1J5:B>< 8AA;54>20=8O O2;O5BAO ?@>1;5<0 ?>AB@>5=8O 045:20B=KE <>45;59 @53@5AA88 8 :;0AA8D8:0F88 ?@8 @5H5=88 7040G ?@>3=>78@>20=8O. @>1;5<0 70:;NG05BAO 2 >BKA:0=88 <>45;59 >?B8<0;L=>9 A;>6=>AB8, :>B>@K5 >?8AK20NB 87<5@O5<K5 40==K5 A 7040==>9 B>G=>ABLN. >?>;=8B5;L=K< >3@0=8G5=85< O2;O5BAO 8=B5@?@5B8@C5<>ABL <>45;59 M:A?5@B0<8 B>9 ?@54<5B=>9 >1;0AB8, 4;O @5H5=8O 7040G :>B>@>9 A>7405BAO <>45;L. &5;L 8AA;54>20=8O 70:;NG05BAO 2 A>740=88 8 >1>A=>20=88 <5B>4>2 2K1>@0 <>45;59 87 8=4C:B82=> ?>@>6405<>3> <=>65AB20, 0 B0:65 2 8AA;54>20=88 A2>9AB2 0;3>@8B<>2 2K1>@0 <>45;59. 040G0 2K1>@0 <>45;59 87 AG5B=>3> ?>A;54>20B5;L=> ?>@>6405<>3> <=>65AB20 ?>AB02;5=0 2?5@2K5. @8 ?>AB0=>2:5 7040G8 8A?>;L7>20;AO >1H8@=K9 <0B5@80; > A?>A>10E 2K1>@0 <>45;59 8 2K1>@0 ?@87=0:>2 87 :>=5G=>3> <=>65AB20, =0@01>B0==K9 @0=55 2 >1;0AB8 <0H8==>3> >1CG5=8O. -B0 7040G0 O2;O5BAO >4=>9 87 F5=B@0;L=KE ?@>1;5< <0H8==>3> >1CG5=8O 8 8=B5;;5:BC0;L=>3> 0=0;870 40==KE. A=>2=>9 7040G59 8AA;54>20=8O O2;O5BAO @07@01>B:0 <5B>4>2 ?>A;54>20B5;L=>3> ?>@>645=8O <>45;59 8 >F5=:8 :>20@80F8>==KE <0B@8F ?0@0<5B@>2 <>45;59 A F5;LN C?@02;5=8O ?@>F54C@>9 2K1>@0 <>45;59. A=>2=>9 A;>6=>ABLN B0:>9 7040G8 O2;O5BAO =5>1E>48<>ABL 2K1>@0 87 7=0G8B5;L=>3> G8A;0 @53@5AA8>==KE <>45;59, ;81> =5>1E>48<>ABL >F5=:8 ?0@0<5B@>2 AB@C:BC@=> A;>6=>9, B0: =07K205<>9C=825@A0;L=>9 <>45;8. 708<>A2O7L 7040G8 ?>@>645=8O 8 7040G8 2K1>@0 @53@5AA8>==KE <>45;59 1K;0 >A25I5=0 2 =0G0;5 1980-E 3>4>2 .. 20E=5=:>. !>3;0A=> ?@54;>65==><C 8< <5B>4C 3@C??>2>3> CG5B0 0@3C<5=B>2 [20E=5=:>: 1981, Madala: 1994], <>45;L >?B8<0;L=>9 AB@C:BC@K <>65B 1KBL =0945=0 ?CB5< ?>A;54>20B5;L=>3> ?>@>645=8O ;8=59=KE <>45;59, 2 :>B>@KE :><?>=5=BK O2;ONBAO <>=><0<8 ?>;8=><0 >;<>3>@>20-01>@0 >B =01>@0 =57028A8<KE ?5@5<5==KE. @8B5@89 >?B8<0;L=>AB8 AB@C:BC@K <>45;8 70405BAO A ?><>ILN A:>;L7OI53> :>=B@>;O.  >B;8G85 >B MB>3> <5B>40, <5B>4 A8<2>;L=>9 @53@5AA88 [Koza: 2005, 5;8=:0: 2008] @0AA<0B@8205B ?>@>645=85 ?@>872>;L=KE =5;8=59=KE AC?5@?>78F89 107>2KE DC=:F89.  ?>A;54=85 3>4K B5<0 0=0;870 A;>6=>AB8 <>45;59, ?>;CG05<KE A ?><>ILN MB>3> <5B>40, AB0;0 @0A?@>AB@0=5==K< ?@54<5B>< 8AA;54>20=89 [Hazan: 2006, ;048A;02;520: 2009]. 5@2>=0G0;L=> ?@8=F8?K 8=4C:B82=>3> ?>@>645=8O <>45;59 1K;8 ?@54;>65=K 2 <5B>45 3@C??>2>3> CG5B0 0@3C<5=B>2. !B@C:BC@0 AC?5@?>78F89 704020;0AL ?@8 MB>< 2=5H=8<8 :@8B5@8O<8 :0G5AB20 <>45;8. ?>A;54AB288 MB8 :@8B5@88 1K;8 >1>A=>20=K 2 @0<:0E 38?>B57K ?>@>645=8O 40==KE A ?><>ILN A2O70==>3> 1095A>2A:>3> 2K2>40. @8 ?>A;54>20B5;L=>< ?>@>645=88 <>45;59 =5>1E>48<> >F5=820BL 8=D>@<0B82=>ABL M;5<5=B>2 AC?5@?>78F88.  @0<:0E <5B>40 1095A>2A:>9 @53@5AA88 [Bishop: 2000] 4;O MB>3> ?@54;>65=> 8A?>;L7>20BL DC=:F8N ?;>B=>AB8 @0A?@545;5=8O ?0@0<5B@>2 <>45;8. -B0 DC=:F8O O2;O5BAO ?0@0<5B@8G5A:>9 8 55 ?0@0<5B@K 1K;8 =0720=K 38?5@?0@0<5B@0<8 [Bishop: 2006]. K;> ?@54;>65=> 8A?>;L7>20BL 38?5@?0@0<5B@K <>45;59 4;O >F5=:8 8=D>@<0B82=>AB8 M;5<5=B>2 AC?5@?>78F88, GB> A45;0;> 0=0;87 38?5@?0@0<5B@>2 >4=8< 87 A?>A>1>2 2K1>@0 <>45;59. ;O <>48D8:0F88 AC?5@?>78F89 =5;8=59=KE <>45;59 1K; ?@54;>65= <5B>4 >?B8<0;L=>3> ?@>@56820=8O [LeCun: 1990]. !>3;0A=> MB><C <5B>4C, M;5<5=B AC?5@?>78F88 <>6=> >BA5GL :0: =58=D>@<0B82=K9, 5A;8 7=0G5=85 2K?C:;>AB8 DC=:F88 >H81:8 >B ?0@0<5B@>2 <>45;8 =5 ?@52>AE>48B >B=>A8B5;L=K9 7040==K9 ?>@>3. 040G0 2K1>@0 <>45;8 O2;O5BAO >4=>9 87 A0<KE 0:BC0;L=KE 2 @53@5AA8>==>< 0=0;875.  A>2@5<5==>9 70@C156=>9 ;8B5@0BC@5 4;O 55 @5H5=8O 8A?>;L7C5BAO ?@8=F8? <8=8<0;L=>9 4;8=K >?8A0=8O. = ?@54;0305B 8A?>;L7>20BL 4;O >?8A0=8O 40==KE =081>;55 ?@>ABCN 8 >4=>2@5<5==> =081>;55 B>G=CN <>45;L [Grunwald: 2005]. 040G0 A@02=5=8O <>45;59 45B0;L=> @07@01>B0=0 [MacKay: 1994--2003]. 0: 0;LB5@=0B820 8=D>@<0F8>==K< :@8B5@8O< [Burnham: 2002, Lehmann: 2005] 1K; ?@54;>65= <5B>4 42CEC@>2=52>3> 1095A>2A:>3> 2K2>40. 0 ?5@2>< C@>2=5 2K2>40 =0AB@0820NBAO ?0@0<5B@K <>45;59. 0 2B>@>< C@>2=5 =0AB@0820NBAO 8E 38?5@?0@0<5B@K. !>3;0A=> MB><C <5B>4C, 25@>OB=>ABL 2K1>@0 1>;55 A;>6=>9 <>45;8 =865 25@>OB=>AB8 2K1>@0 ?@>AB>9 <>45;8 ?@8 A@02=8<>< 7=0G5=88 DC=:F88 >H81:8 =0 @53@5AA8>==KE >AB0B:0E. @8=F8?K 1095A>2A:>3> ?>4E>40 4;O 2K1>@0 ;8=59=KE <>45;59 @53@5AA88 8 :;0AA8D8:0F88 ?@54;>65=K 02B>@0<8 [Celeux: 2006, Massart: 2008, Fleury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td> </tr><tr id="bib_Strijov2014DScThesis" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @phdthesis{Strijov2014DScThesis, author = {!B@86>2, . .}, title = {>@>645=85 8 2K1>@ <>45;59 2 7040G0E @53@5AA88 8 :;0AA8D8:0F88}, school = {KG8A;8B5;L=K9 F5=B@ }, year = {2014}, url = {http://strijov.com/papers/Strijov2015ModelSelectionRu.pdf} } </pre></td> </tr> <!-----------> <tr id="Strijov11Evidence" class="entry"> <td><h2>2013</h2> Strijov V.V., Krymova E.A., Weber G.W. <i>Evidence optimization for consequently generated models</i>&nbsp;// Mathematical and Computer Modelling,&nbsp;2013, 57(1-2)&nbsp;:&nbsp;50-56. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Strijov11Evidence','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Strijov11Evidence','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.1016/j.mcm.2011.02.017" target="_blank">DOI</a>] [<a href="http://www.sciencedirect.com/science/article/pii/S0895717711001075" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Strijov11Evidence" class="abstract noshow"> <td><b>Abstract</b>: To construct an adequate regression model one has to fulfill the set of measured features with their generated derivatives. Often the number of these features exceeds the number of the samples in the data set. After a feature generation process the problem of feature selection from a set of highly correlated features arises. The proposed algorithm uses an evidence maximization procedure to select a model as a subset of generated features. During the selection process it rejects multicollinear features. A problem of European option volatility modeling illustrates the algorithm. Its performance is compared with the performances of similar well-known algorithms.</td> </tr><tr id="bib_Strijov11Evidence" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Strijov11Evidence, author = {Strijov, V. V. and Krymova, E. A. and Weber, G. W.}, title = {Evidence optimization for consequently generated models}, journal = {Mathematical and Computer Modelling}, year = {2013}, volume = {57(1-2)}, pages = {50-56}, url = {http://www.sciencedirect.com/science/article/pii/S0895717711001075}, doi = {10.1016/j.mcm.2011.02.017} } </pre></td> </tr> <!-----------> <tr id="Aduenko2013TextVisualizing" class="entry"> <td> 4C5=:> .., !B@86>2 .. <i>;3>@8B< >?B8<0;L=>3> @0A?>;>65=8O =0720=89 :>;;5:F88 4>:C<5=B>2</i>&nbsp;// @>3@0<<=0O 8=65=5@8O,&nbsp;2013, 3&nbsp;:&nbsp;21-25. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Aduenko2013TextVisualizing','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Aduenko2013TextVisualizing','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/AduenkoStrijov2013TextVisualizing.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Aduenko2013TextVisualizing" class="abstract noshow"> <td><b>Abstract</b>:  @01>B5 8AA;54C5BAO <5B>4 287C0;870F88 @57C;LB0B>2 B5<0B8G5A:>9 :;0AB5@870F88 :>;;5:F88 4>:C<5=B>2. 0B@8F0 ?0@=KE @0AAB>O=89 <564C 4>:C<5=B0<8 >?B8<0;L=K< A?>A>1>< A?@>5F8@>20=0 =0 ?;>A:>ABL. "@51C5BAO @0A?>;>68BL =0720=8O 4>:C<5=B>2 >?B8<0;L=K< >1@07><. @54;>65=0 B0:0O DC=:F8O ?>B5@L, :>B>@0O ?>72>;O5B @0A?>;>68BL =0720=85 B5< =0 ?;>A:>AB8 A <8=8<0;L=K< ?5@5:@KB85<. ;O 55 <8=8<870F88 8A?>;L7>20;AO 0;3>@8B<BFGS . ;3>@8B< ?@>8;;NAB@8@>20= ?@8<5@>< 287C0;870F88 B578A>2 :>=D5@5=F88.</td> </tr><tr id="bib_Aduenko2013TextVisualizing" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Aduenko2013TextVisualizing, author = {. . 4C5=:> and . . !B@86>2}, title = {;3>@8B< >?B8<0;L=>3> @0A?>;>65=8O =0720=89 :>;;5:F88 4>:C<5=B>2}, journal = {@>3@0<<=0O 8=65=5@8O}, year = {2013}, volume = {3}, pages = {21-25}, url = {http://strijov.com/papers/AduenkoStrijov2013TextVisualizing.pdf} } </pre></td> </tr> <!-----------> <tr id="BudnikovStrijov2013Estimation" class="entry"> <td> C4=8:>2 .., !B@86>2 .. <i>F5=820=85 25@>OB=>AB59 ?>O2;5=8O AB@>: 2 :>;;5:F88 4>:C<5=B>2</i>&nbsp;// =D>@<0F8>==K5 B5E=>;>388,&nbsp;2013, 4&nbsp;:&nbsp;40-45. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('BudnikovStrijov2013Estimation','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('BudnikovStrijov2013Estimation','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/BudnikovStrijov2013Estimation.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_BudnikovStrijov2013Estimation" class="abstract noshow"> <td><b>Abstract</b>:  @01>B5 @0AA<0B@8205BAO 7040G0 >F5=820=8O 25@>OB=>AB59 ?>O2;5=8O AB@>: 2 4>:C<5=B0E. ;O @5H5=8O 7040G8 8A?>;L7C5BAO <>45;L -3@0<<. ;O @5H5=8O ?@>1;5<K 1>;LH>3> G8A;0 ?0@0<5B@>2 ?@54;0305BAO 8A?>;L7>20BL <>45;L -3@0<< =0 :;0AA0E. ;O @5H5=8O ?@>1;5<K =C;52KE 25@>OB=>AB59 ?>O2;5=8O AB@>: 8A?>;L7C5BAO B@8 48A:>=B=K5 <>45;8: C40-"LN@8=30, 0BF0 8 01A>;NB=>3> 48A:>=B8@>20=8O. ?8AK205BAO ?@>254Q==K9 M:A?5@8<5=B =0 A8=B5B8G5A:8E 40==KE. @54;0305<0O <>45;L ?@>8;;NAB@8@>20=0 2KG8A;8B5;L=K< M:A?5@8<5=B>< =0 @50;L=KE 40==KE.</td> </tr><tr id="bib_BudnikovStrijov2013Estimation" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{BudnikovStrijov2013Estimation, author = {. . C4=8:>2 and . . !B@86>2}, title = {F5=820=85 25@>OB=>AB59 ?>O2;5=8O AB@>: 2 :>;;5:F88 4>:C<5=B>2}, journal = {=D>@<0F8>==K5 B5E=>;>388}, year = {2013}, volume = {4}, pages = {40-45}, url = {http://strijov.com/papers/BudnikovStrijov2013Estimation.pdf} } </pre></td> </tr> <!-----------> <tr id="Zaitsev2012Estimation" class="entry"> <td> 09F52 .., !B@86>2 .., ">:<0:>20 .. <i>F5=:0 38?5@?0@0<5B@>2 @53@5AA8>==KE <>45;59 <5B>4>< <0:A8<0;L=>3> ?@024>?>4>18O</i>&nbsp;// =D>@<0F8>==K5 B5E=>;>388,&nbsp;2013, 2&nbsp;:&nbsp;11-15. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Zaitsev2012Estimation','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Zaitsev2012Estimation','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/ZaytsevStrijovTokmakova2012Likelihood_Preprint.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Zaitsev2012Estimation" class="abstract noshow"> <td><b>Abstract</b>: 0AA<0B@8205BAO 7040G0 2K1>@0 @53@5AA8>==>9 <>45;8. @54?>;0305BAO, GB> 25:B>@ ?0@0<5B@>2 <>45;8 ? <=>3><5@=0O A;CG09=0O 25;8G8=0 A =57028A8<> @0A?@545;Q==K<8 :><?>=5=B0<8.  @01>B5 ?@54;>65= A?>A>1 >?B8<870F88 ?@0<5B@>2 8 38?5@?0@0<5B@>2. @82545=K O2=K5 >F5=:8 38?5@?0@0<5B@>2 4;O A;CG0O ;8=59=KE 8 =5;8=59=KE <>45;59. >:070=> :0: ?>;CG5==K5 >F5=:8 8A?>;L7CNBAO 4;O >B1>@0 ?@87=0:>2. @54;>65==K9 ?>4E>4 A@02=8205BAO A ?>4E>4><, 8A?>;L7CNI8< 4;O ;F5=:8 38?5@?0@0<5B@>2 0??@>:A8<0F8N 0?;0A0</td> </tr><tr id="bib_Zaitsev2012Estimation" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Zaitsev2012Estimation, author = {. . 09F52 and . . !B@86>2 and . . ">:<0:>20}, title = {F5=:0 38?5@?0@0<5B@>2 @53@5AA8>==KE <>45;59 <5B>4>< <0:A8<0;L=>3> ?@024>?>4>18O}, journal = {=D>@<0F8>==K5 B5E=>;>388}, year = {2013}, volume = {2}, pages = {11-15}, url = {http://strijov.com/papers/ZaytsevStrijovTokmakova2012Likelihood_Preprint.pdf} } </pre></td> </tr> <!-----------> <tr id="IvanovaAduenkoStrijov2013TextMarkUp" class="entry"> <td> 20=>20 .., 4C5=:> .., !B@86>2 .. <i>;3>@8B< ?>AB@>5=8O ;>38G5A:8E ?@028; ?@8 @07<5B:5 B5:AB>2</i>&nbsp;// @>3@0<<=0O 8=65=5@8O,&nbsp;2013, 6&nbsp;:&nbsp;41-48. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('IvanovaAduenkoStrijov2013TextMarkUp','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('IvanovaAduenkoStrijov2013TextMarkUp','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Ivanova2012LogicStructureCor.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_IvanovaAduenkoStrijov2013TextMarkUp" class="abstract noshow"> <td><b>Abstract</b>:  @01>B5 ?@54;>65= <5B>4 2>AAB0=>2;5=8O AB@C:BC@K 181;8>3@0D8G5A:8E 70?8A59 BibTeX ?> 8E B5:AB>2><C ?@54AB02;5=8N. !B@C:BC@0 2>AAB0=02;8205BAO A ?><>ILN ;>38G5A:8E ?@028;, >?@545;5==KE =0 M:A?5@B=>-7040==>< <=>65AB25 @53C;O@=KE 2K@065=89. ;O ?>AB@>5=8O =01>@0 ;>38G5A:8E ?@028; ?@54;>65= 0;3>@8B<, 8A?>;L77CNI89 BC?8:>2K5 ?>:@KB8O. @54;>65==K9 0;3>@8B< ?@>8;;NAB@8@>20= 7040G59 ?>8A:0 AB@C:BC@K 181;8>3@0D8G5A:8E 70?8A59, ?@54AB02;5==KE =01>@>< B5:AB>2KE AB@>:.</td> </tr><tr id="bib_IvanovaAduenkoStrijov2013TextMarkUp" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{IvanovaAduenkoStrijov2013TextMarkUp, author = {20=>20, . . and 4C5=:>, . . and !B@86>2, . .}, title = {;3>@8B< ?>AB@>5=8O ;>38G5A:8E ?@028; ?@8 @07<5B:5 B5:AB>2}, journal = {@>3@0<<=0O 8=65=5@8O}, year = {2013}, volume = {6}, pages = {41-48}, url = {http://strijov.com/papers/Ivanova2012LogicStructureCor.pdf} } </pre></td> </tr> <!-----------> <tr id="Kuzmin2013ThematicClustering" class="entry"> <td> C7L<8= .., !B@86>2 .. <i>@>25@:0 045:20B=>AB8 B5<0B8G5A:8E <>45;59 :>;;5:F88 4>:C<5=B>2</i>&nbsp;// @>3@0<<=0O 8=65=5@8O,&nbsp;2013, 4&nbsp;:&nbsp;16-20. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Kuzmin2013ThematicClustering','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Kuzmin2013ThematicClustering','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Kuzmin2013ThematicClustering.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Kuzmin2013ThematicClustering" class="abstract noshow"> <td><b>Abstract</b>: 0AA<0B@8205BAO :>;;5:F8O 4>:C<5=B>2 A M:A?5@B=>9 B5<0B8G5A:>9 <>45;LN. ;O ?@>25@:8 045:20B=>AB8 M:A?5@B=>9 <>45;8 ?@54;0305BAO ?>AB@>8BL 0;3>@8B<8G5A:CN <>45;L ?CB5< 85@0@E8G5A:>9 :;0AB5@870F88 :>;;5:F88 B5:AB>2 03;><5@0B82=K< 8 482878<=K< A?>A>10<8. ?@545;O5BAO AB5?5=L =5A>>B25BAB28O M:A?5@B=>9 <>45;8 8 ?@54;0305<>9.  @01>B5 A@02=8205BAO :0G5AB2> <>45;59, ?>;CG5==KE A ?><>ILN 03;><5@0B82=>3> 8 482878<=>3> 0;3>@8B<>2. 87C0;878@CNBAO >B;8G8O ?>;CG5==>9 <>45;8 >B M:A?5@B=>9.</td> </tr><tr id="bib_Kuzmin2013ThematicClustering" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Kuzmin2013ThematicClustering, author = {. . C7L<8= and . . !B@86>2}, title = {@>25@:0 045:20B=>AB8 B5<0B8G5A:8E <>45;59 :>;;5:F88 4>:C<5=B>2}, journal = {@>3@0<<=0O 8=65=5@8O}, year = {2013}, volume = {4}, pages = {16-20}, url = {http://strijov.com/papers/Kuzmin2013ThematicClustering.pdf} } </pre></td> </tr> <!-----------> <tr id="Medvednikova2013CoIndicator" class="entry"> <td> 54254=8:>20 .., !B@86>2 .. <i>>AB@>5=85 8=B53@0;L=>3> 8=48:0B>@0 :0G5AB20 =0CG=KE ?C1;8:0F89 <5B>40<8 :>-:;0AB5@870F88</i>&nbsp;// 725AB8O "C;LA:>3> 3>AC40@AB25==>3> C=825@A8B5B0, AB5AB25==K5 =0C:8,&nbsp;2013, 1&nbsp;:&nbsp;154-165. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Medvednikova2013CoIndicator','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Medvednikova2013CoIndicator','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Medvednikova2012CoIndicator.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Medvednikova2013CoIndicator" class="abstract noshow"> <td><b>Abstract</b>: @54;0305BAO A?>A>1 87<5@5=8O :0G5AB20 =0CG=KE ?C1;8:0F89 02B>@0, A2O70==K9 A :0G5AB2>< 6C@=0;0, 2 :>B>@>< 02B>@ ?5G0B05B A2>N @01>BC. 0AA<0B@8205<K9 A>2<5AB=K9 8=B53@0;L=K9 8=48:0B>@ 2KG8A;O5BAO ?> A?8A:0< ?C1;8:0F89 70 ?>A;54=85 3>4K, =0E>4OI8<AO 2 >B:@KB>< 4>ABC?5, A 8A?>;L7>20=85< 0;3>@8B<0 :>;;01>@0B82=>9 D8;LB@0F88.  :0G5AB25 DC=:F8>=0;0 :0G5AB20 8A?>;L7C5BAO DC=:F8O 1;87>AB8 8=B53@0;L=KE 8=48:0B>@>2 02B>@>2 8 6C@=0;>2, 2 :>B>@KE >=8 ?C1;8:CNB A2>8 @01>BK. "0:65 >F5=8205BAO 8=B53@8@>20==>ABL 02B>@>2 8 8740=89 2 <8@>2CN =0C:C.</td> </tr><tr id="bib_Medvednikova2013CoIndicator" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Medvednikova2013CoIndicator, author = {. . 54254=8:>20 and . . !B@86>2}, title = {>AB@>5=85 8=B53@0;L=>3> 8=48:0B>@0 :0G5AB20 =0CG=KE ?C1;8:0F89 <5B>40<8 :>-:;0AB5@870F88}, journal = {725AB8O "C;LA:>3> 3>AC40@AB25==>3> C=825@A8B5B0, AB5AB25==K5 =0C:8}, year = {2013}, volume = {1}, pages = {154-165}, url = {http://strijov.com/papers/Medvednikova2012CoIndicator.pdf} } </pre></td> </tr> <!-----------> <tr id="Rudoy2013Generation" class="entry"> <td> C4>9 .., !B@86>2 .. <i>;3>@8B<K 8=4C:B82=>3> ?>@>645=8O AC?5@?>78F89 4;O 0??@>:A8<0F88 87<5@O5<KE 40==KE</i>&nbsp;// =D>@<0B8:0 8 5Q ?@8<5=5=8O,&nbsp;2013, 7(1)&nbsp;:&nbsp;17-26. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Rudoy2013Generation','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Rudoy2013Generation','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Rudoy2012Generation_Preprint.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Rudoy2013Generation" class="abstract noshow"> <td><b>Abstract</b>:  @01>B5 8AA;54C5BAO 0;3>@8B< 8=4C:B82=>3> ?>@>645=8O 4>?CAB8<KE ACI5AB25==> =5;8=59=KE <>45;59. @54;0305BAO 0;3>@8B<, ?>@>640NI89 2A5 2>7<>6=K5 AC?5@?>78F88 7040==>9 A;>6=>AB8 70 :>=5G=>5 G8A;> H03>2, 8 ?@82>48BAO 53> B5>@5B8G5A:>5 >1>A=>20=85. @82>4OBAO @57C;LB0BK 2KG8A;8B5;L=>3> M:A?5@8<5=B0 ?> 2K1>@C >?B8<0;L=>9 <>45;8, 0??@>:A8<8@CNI59 A8=B5B8G5A:89 =01>@ 40==KE.</td> </tr><tr id="bib_Rudoy2013Generation" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Rudoy2013Generation, author = {. . C4>9 and . . !B@86>2}, title = {;3>@8B<K 8=4C:B82=>3> ?>@>645=8O AC?5@?>78F89 4;O 0??@>:A8<0F88 87<5@O5<KE 40==KE}, journal = {=D>@<0B8:0 8 5Q ?@8<5=5=8O}, year = {2013}, volume = {7(1)}, pages = {17-26}, url = {http://strijov.com/papers/Rudoy2012Generation_Preprint.pdf} } </pre></td> </tr> <!-----------> <tr id="Strijov2012ErrorFn" class="entry"> <td> !B@86>2 .. <i>$C=:F8O >H81:8 2 7040G0E 2>AAB0=>2;5=8O @53@5AA88</i>&nbsp;// 02>4A:0O ;01>@0B>@8O. 803=>AB8:0 <0B5@80;>2,&nbsp;2013, 79(5)&nbsp;:&nbsp;65-73. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Strijov2012ErrorFn','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Strijov2012ErrorFn','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Strijov2012ErrorFn.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Strijov2012ErrorFn" class="abstract noshow"> <td><b>Abstract</b>:  @01>B5 >?8A0=K <5B>4K =07=0G5=8O DC=:F88 >H81:8 ?@8 ?>AB0=>2:5 7040G @53@5AA8>==>3> 0=0;870. 0AA<0B@820NBAO @07;8G=K5 38?>B57K @0A?@545;5=8O 7028A8<>9 ?5@5<5==>9, 7040NI85 284 DC=:F88 >H81:8 A>3;0A=> 1095A>2A:><C 2K2>4C. ;O =>@<0;L=>3> @0A?@545;5=8O ?>:070=0 DC=:F8O >H81:8 >1I53> 2840 4;O @07;8G=KE ?@54?>;>65=89 > AB0B8AB8G5A:>9 A2O78 <564C M;5<5=B0<8 7028A8<>9 ?5@5<5==>9. "0:65 ?@82545=K ?@8<5@K DC=:F89 >H81>:, 8A?>;L7C5<KE 2 ?@8:;04=KE 7040G0E 2>AAB0=>2;5=8O @53@5AA88.</td> </tr><tr id="bib_Strijov2012ErrorFn" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Strijov2012ErrorFn, author = {. . !B@86>2}, title = {$C=:F8O >H81:8 2 7040G0E 2>AAB0=>2;5=8O @53@5AA88}, journal = {02>4A:0O ;01>@0B>@8O. 803=>AB8:0 <0B5@80;>2}, year = {2013}, volume = {79(5)}, pages = {65-73}, url = {http://strijov.com/papers/Strijov2012ErrorFn.pdf} } </pre></td> </tr> <!-----------> <tr id="TsyganovaStrijov2013Hierarchical" class="entry"> <td> &K30=>20 C.B., !B@86>2 .. <i>>AB@>5=85 85@0@E8G5A:8E B5<0B8G5A:8E <>45;59 :>;;5:F88 4>:C<5=B>2</i>&nbsp;// @8:;04=0O 8=D>@<0B8:0,&nbsp;2013, 1&nbsp;:&nbsp;109-115. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('TsyganovaStrijov2013Hierarchical','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('TsyganovaStrijov2013Hierarchical','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Tsyganova2013TopicHierarchy.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_TsyganovaStrijov2013Hierarchical" class="abstract noshow"> <td><b>Abstract</b>: 0==0O @01>B0 ?>A2OI5=0 2KO2;5=8N B5<0B8: :>;;5:F88 B5:AB>2 8 8E 85@0@E8G5A:>9 AB@C:BC@K. >AB02;5=0 7040G0 ?>AB@>5=8O 85@0@E8G5A:>9 B5<0B8G5A:>9 <>45;8 :>;;5:F88 4>:C<5=B>2. ;O @5H5=8O ?>AB02;5==>9 7040G8 ?@54;0305BAO 8A?>;L7>20=85 25@>OB=>AB=KE B5<0B8G5A:8E <>45;59. A>1>5 2=8<0=85 C45;O5BAO 85@0@E8G5A:8< B5<0B8G5A:8< <>45;O< 8, 2 G0AB=>AB8, >1AC645=8N A2>9AB2 0;3>@8B<>2 PLSA 8 LDA. A>15==>ABL ?>AB@>5=8O 85@0@E8G5A:>9 <>45;8 70:;NG05BAO 2 ?5@5E>45 >B ?>=OB8O <5H:0 A;>2 : <5H:C 4>:C<5=B>2 2 @50;870F88 ?;>A:8E 0;3>@8B<>2 :;0AB5@870F88. 01>B0 0;3>@8B<>2 8;;NAB@8@C5BAO =0 B5:AB0E B578A>2 :>=D5@5=F88 EURO-2012 8 =0 A8=B5B8G5A:8E 40==KE.</td> </tr><tr id="bib_TsyganovaStrijov2013Hierarchical" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{TsyganovaStrijov2013Hierarchical, author = {&K30=>20, C. B. and !B@86>2, . .}, title = {>AB@>5=85 85@0@E8G5A:8E B5<0B8G5A:8E <>45;59 :>;;5:F88 4>:C<5=B>2}, journal = {@8:;04=0O 8=D>@<0B8:0}, year = {2013}, volume = {1}, pages = {109-115}, url = {http://strijov.com/papers/Tsyganova2013TopicHierarchy.pdf} } </pre></td> </tr> <!-----------> <tr id="KuzminStrijov2013VisualizingEURO" class="entry"> <td> Aduenko A.A., Kuzmin A.A., Strijov V.V. <i>Hierarchical thematic model visualizing algorithm</i>&nbsp;// 26th European Conference on Operational Research,&nbsp;2013&nbsp;:&nbsp;155. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('KuzminStrijov2013VisualizingEURO','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('KuzminStrijov2013VisualizingEURO','bibtex')">BibTeX</a>]</p> </td> </tr> <tr id="abs_KuzminStrijov2013VisualizingEURO" class="abstract noshow"> <td><b>Abstract</b>: The talk is devoted to the problem of the thematic hierarchical model construction. One must to construct a hierarchcal model of a scientific conference abstracts, to check the adequacy of the expert models and to visualize hierarchical differences between the algorithmic and expert models. An algorithms of hierarchical thematic model constructing is developed. It uses the notion of terminology similarity to construct the model. The obtained model is visualized as the plane graph.</td> </tr><tr id="bib_KuzminStrijov2013VisualizingEURO" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{KuzminStrijov2013VisualizingEURO, author = {Aduenko, A. A. and Kuzmin, A. A. and Strijov, V. V.}, title = {Hierarchical thematic model visualizing algorithm}, booktitle = {26th European Conference on Operational Research}, year = {2013}, pages = {155} } </pre></td> </tr> <!-----------> <tr id="KuznetsovStrijov2013RedListEURO" class="entry"> <td> Kuznetsov M.P., Strijov V.V. <i>The IUCN Red List threatened speices categorization algorithm</i>&nbsp;// 26th European Conference on Operational Research,&nbsp;2013&nbsp;:&nbsp;352. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('KuznetsovStrijov2013RedListEURO','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('KuznetsovStrijov2013RedListEURO','bibtex')">BibTeX</a>]</p> </td> </tr> <tr id="abs_KuznetsovStrijov2013RedListEURO" class="abstract noshow"> <td><b>Abstract</b>: The main purpose of the IUCN Red List is to categorize those plants and animals that are facing a high risk of extinction. Species are classified by the IUCN Red List into nine groups ordered by the the relative risk of extinction in the wild nature. Each species is described with the rank-scaled features given by the experts. The problem is to associate each species with one of the groups according to the data given by the experts. We consider the rank-scaled features as the cones in the space of objects and construct the solution as the nearest point to the superposition of this cones.</td> </tr><tr id="bib_KuznetsovStrijov2013RedListEURO" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{KuznetsovStrijov2013RedListEURO, author = {Kuznetsov, M. P. and Strijov, V. V.}, title = {The IUCN Red List threatened speices categorization algorithm}, booktitle = {26th European Conference on Operational Research}, year = {2013}, pages = {352} } </pre></td> </tr> <!-----------> <tr id="Strijov2013ScorecardEURO" class="entry"> <td> Strijov V.V. <i>Credit Scorecard Development: Model Generation and Multimodel Selection</i>&nbsp;// 26th European Conference on Operational Research,&nbsp;2013&nbsp;:&nbsp;220. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Strijov2013ScorecardEURO','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Strijov2013ScorecardEURO','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Strijov2013EUROscoring.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Strijov2013ScorecardEURO" class="abstract noshow"> <td><b>Abstract</b>: The talk is devoted to the automatic model generation for application scoring. According to the bank requirements a scorecard consists of a combination of the logistic regression models. We will discuss the following problems: First, how many models we must generate? Second, which model from the generated model set should be used to compute the probability of default for a newcomer client? Third, what features must be selected for the models? These problems must be resolved to develop a precise, stable and simple scorecard.</td> </tr><tr id="bib_Strijov2013ScorecardEURO" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Strijov2013ScorecardEURO, author = {Strijov, V. V.}, title = {Credit Scorecard Development: Model Generation and Multimodel Selection}, booktitle = {26th European Conference on Operational Research}, year = {2013}, pages = {220}, url = {http://strijov.com/papers/Strijov2013EUROscoring.pdf} } </pre></td> </tr> <!-----------> <tr id="AduenkoKuzminStrijov2013Selection" class="entry"> <td><h2>2012</h2> 4C5=:> .., C7L<8= .., !B@86>2 .. <i>K1>@ ?@87=0:>2 8 >?B8<870F8O <5B@8:8 ?@8 :;0AB5@870F88 :>;;5:F88 4>:C<5=B>2</i>&nbsp;// 725AB8O "C;LA:>3> 3>AC40@AB25==>3> C=825@A8B5B0, AB5AB25==K5 =0C:8,&nbsp;2012, 3&nbsp;:&nbsp;119-131. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('AduenkoKuzminStrijov2013Selection','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('AduenkoKuzminStrijov2013Selection','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/KuzminAduenkoStrijov2012Clustering.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_AduenkoKuzminStrijov2013Selection" class="abstract noshow"> <td><b>Abstract</b>: AA;54C5BAO ?@>1;5<0 25@8D8:0F88 :>@@5:B=>AB8 B5<0B8G5A:>9 :;0AA8D8:0F88 4>:C<5=B>2 A ?><>ILN <5B@8G5A:>3> 0;3>@8B<0. @54;>65= 0;3>@8B< 2K1>@0 >?B8<0;L=>9 DC=:F88 @0AAB>O=8O <564C 4>:C<5=B0<8. AA;54C5BAO A>>B25BAB285 <564C ?>;CG5==>9 :;0AB5@870F859 4>:C<5=B>2 8 8E M:A?5@B=>9 :;0AA8D8:0F859. 57C;LB0BK :;0AB5@870F88 8 8E A>>B25BAB285 M:A?5@B=>9 B5<0B8G5A:>9 :;0AA8D8:0F88 ?@>8;;NAB@8@>20=K 2KG8A;8B5;L=K< M:A?5@8<5=B>< =0 @50;L=>9 :>;;5:F88 4>:C<5=B>2.</td> </tr><tr id="bib_AduenkoKuzminStrijov2013Selection" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{AduenkoKuzminStrijov2013Selection, author = {. . 4C5=:> and . . C7L<8= and . . !B@86>2}, title = {K1>@ ?@87=0:>2 8 >?B8<870F8O <5B@8:8 ?@8 :;0AB5@870F88 :>;;5:F88 4>:C<5=B>2}, journal = {725AB8O "C;LA:>3> 3>AC40@AB25==>3> C=825@A8B5B0, AB5AB25==K5 =0C:8}, year = {2012}, volume = {3}, pages = {119-131}, url = {http://strijov.com/papers/KuzminAduenkoStrijov2012Clustering.pdf} } </pre></td> </tr> <!-----------> <tr id="Kuznetsov2012RankScales" class="entry"> <td> C7=5F>2 ., !B@86>2 ., 54254=8:>20 .. <i>;3>@8B< <=>3>:;0AA>2>9 :;0AA8D8:0F88 >1J5:B>2, >?8A0==KE 2 @0=3>2KE H:0;0E</i>&nbsp;// 0CG=>-B5E=8G5A:89 25AB=8: !.-1.#. =D>@<0B8:0. "5;5:><<C=8:0F88. #?@02;5=85,&nbsp;2012, 5&nbsp;:&nbsp;92-95. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Kuznetsov2012RankScales','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Kuznetsov2012RankScales','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Kuznetsov2012Curvilinear.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Kuznetsov2012RankScales" class="abstract noshow"> <td><b>Abstract</b>: @54;>65= <5B>4 ?>AB@>5=8O @0=3>2>3> 8=B53@0;L=>3> 8=48:0B>@0 =0 >A=>25 @0=3>2>9 <0B@8FK >?8A0=89, 7040==>9 M:A?5@B0<8. @54;>65= B@5EH03>2K9 8B5@0B82=K9 0;3>@8B< >F5=:8 ?0@0<5B@>2 8 25A>2 ?@87=0:>2. 0AA<>B@5=0 7040G0 2K1>@0 =081>;55 8=D>@<0B82=KE ?@87=0:>2. 01>B0 ?@>8;;NAB@8@>20=0 7040G59 >?@545;5=8O AB0BCA0 @54:8E 284>2, 2:;NG5==KE 2 @0A=CN :=83C $. The authors propose a method of an integral indicator construction based on the rank-scaled description matrix given by an expert. The authors propose three-step iterative algorithm to estimate correction parameters and features weights. The feature selection problem is investigated. The method illustrated with the problem of classification of the Red Book of Russian Federation rare species statuses. multiclass classification, ordinal scales, curvilinear regression, feature selection.</td> </tr><tr id="bib_Kuznetsov2012RankScales" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Kuznetsov2012RankScales, author = {.. C7=5F>2 and .. !B@86>2 and . . 54254=8:>20}, title = {;3>@8B< <=>3>:;0AA>2>9 :;0AA8D8:0F88 >1J5:B>2, >?8A0==KE 2 @0=3>2KE H:0;0E}, journal = {0CG=>-B5E=8G5A:89 25AB=8: !.-1.#. =D>@<0B8:0. "5;5:><<C=8:0F88. #?@02;5=85}, year = {2012}, volume = {5}, pages = {92-95}, url = {http://strijov.com/papers/Kuznetsov2012Curvilinear.pdf} } </pre></td> </tr> <!-----------> <tr id="Medvednikova2012RankScales" class="entry"> <td> 54254=8:>20 .., !B@86>2 .., C7=5F>2 .. <i>;3>@8B< <=>3>:;0AA>2>9 <>=>B>==>9 0@5B>-:;0AA8D8:0F88 A 2K1>@>< ?@87=0:>2</i>&nbsp;// 725AB8O "C;LA:>3> 3>AC40@AB25==>3> C=825@A8B5B0, AB5AB25==K5 =0C:8,&nbsp;2012, 3&nbsp;:&nbsp;132-141. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Medvednikova2012RankScales','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Medvednikova2012RankScales','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Medvednikova2012RankScales.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Medvednikova2012RankScales" class="abstract noshow"> <td><b>Abstract</b>: @54;>65= <5B>4 =0E>645=8O <>=>B>==>9 DC=:F88, >?@545;5==>9 =0 45:0@B>2>< ?@>872545=88 <=>65AB2, =0 :>B>@KE 7040=K >B=>H5=8O ;8=59=>3> ?>@O4:0.  >A=>25 <5B>40 ;560B ?@>F54C@K <>=>B>=870F88 DC=:F88 48A:@5B=>3> 0@3C<5=B0 8 =0E>645=8O 0@5B>->?B8<0;L=>3> D@>=B0. 0AA<>B@5=0 7040G0 2K1>@0 =081>;55 8=D>@<0B82=KE ?@87=0:>2. 01>B0 ?@>8;;NAB@8@>20=0 7040G59 ?@>3=>78@>20=8O AB0BCA0 @54:8E 284>2, 2:;NG5==KE 2 @0A=CN :=83C $.</td> </tr><tr id="bib_Medvednikova2012RankScales" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Medvednikova2012RankScales, author = {. . 54254=8:>20 and . . !B@86>2 and . . C7=5F>2}, title = {;3>@8B< <=>3>:;0AA>2>9 <>=>B>==>9 0@5B>-:;0AA8D8:0F88 A 2K1>@>< ?@87=0:>2}, journal = {725AB8O "C;LA:>3> 3>AC40@AB25==>3> C=825@A8B5B0, AB5AB25==K5 =0C:8}, year = {2012}, volume = {3}, pages = {132-141}, url = {http://strijov.com/papers/Medvednikova2012RankScales.pdf} } </pre></td> </tr> <!-----------> <tr id="Motrenko2012CVD" class="entry"> <td> >B@5=:> .., !B@86>2 .. <i>=>3>:;0AA>20O ;>38AB8G5A:0O @53@5AA8O 4;O ?@>3=>70 25@>OB=>AB8 =0ABC?;5=8O 8=D0@:B0</i>&nbsp;// 725AB8O "C;LA:>3> 3>AC40@AB25==>3> C=825@A8B5B0, AB5AB25==K5 =0C:8,&nbsp;2012, 1&nbsp;:&nbsp;153-162. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Motrenko2012CVD','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Motrenko2012CVD','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/MotrenkoStrijov2012HAPrediction.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Motrenko2012CVD" class="abstract noshow"> <td><b>Abstract</b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td> </tr><tr id="bib_Motrenko2012CVD" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Motrenko2012CVD, author = {. . >B@5=:> and . . !B@86>2}, title = {=>3>:;0AA>20O ;>38AB8G5A:0O @53@5AA8O 4;O ?@>3=>70 25@>OB=>AB8 =0ABC?;5=8O 8=D0@:B0}, journal = {725AB8O "C;LA:>3> 3>AC40@AB25==>3> C=825@A8B5B0, AB5AB25==K5 =0C:8}, year = {2012}, volume = {1}, pages = {153-162}, url = {http://strijov.com/papers/MotrenkoStrijov2012HAPrediction.pdf} } </pre></td> </tr> <!-----------> <tr id="Sanduleanu2012FeatureSelection_IT" class="entry"> <td> !0=4C;O=C .., !B@86>2 .. <i>K1>@ ?@87=0:>2 2 02B>@53@5AA8>==KE 7040G0E ?@>3=>78@>20=8O</i>&nbsp;// =D>@<0F8>==K5 B5E=>;>388,&nbsp;2012, 7&nbsp;:&nbsp;11-15. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Sanduleanu2012FeatureSelection_IT','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Sanduleanu2012FeatureSelection_IT','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/SanduleanuStrijov2011FeatureSelection_Preprint.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Sanduleanu2012FeatureSelection_IT" class="abstract noshow"> <td><b>Abstract</b>: AA;54C5BAO ?@>1;5<0 2K1>@0 <>45;8 >?B8<0;L=>9 A;>6=>cB8 ?@8 02B>@53@5AA8>==>< ?@>3=>78@>20=88. 040G0 A>AB>8B 2 >BKA:0=88 =08<5==5 >1CA;>2;5==>3> =01>@0 ?@87=0:>2, 4>AB02;ONI53> ?@8 MB>< 7040==>5 7=0G5=85 DC=:F88 >H81:8. ;O 2K1>@0 MB>3> =01>@0 8A?>;L7C5BAO <>48D8F8@>20==K9 0;3>@8B< ?>A;54>20B5;L=>3> 4>102;5=8O 8 C40;5=8O ?@87=0:>2.  @01>B5 ?@54;>65= <5B>4 ?>8A:0 >?B8<0;L=>9 <>45;8 ?@>3=>78@>20=8O 2@5<5==KE @O4>2.  2KG8A;8B5;L=>< M:A?5@8<5=B5 ?@82545=> A@02=5=85 ?@>3=>7>2 @O4>2 ?>G0A>2KE F5= =0 M;5:B@>M=5@38N.</td> </tr><tr id="bib_Sanduleanu2012FeatureSelection_IT" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Sanduleanu2012FeatureSelection_IT, author = {. . !0=4C;O=C and . . !B@86>2}, title = {K1>@ ?@87=0:>2 2 02B>@53@5AA8>==KE 7040G0E ?@>3=>78@>20=8O}, journal = {=D>@<0F8>==K5 B5E=>;>388}, year = {2012}, volume = {7}, pages = {11-15}, url = {http://strijov.com/papers/SanduleanuStrijov2011FeatureSelection_Preprint.pdf} } </pre></td> </tr> <!-----------> <tr id="Strijov2012Clustering" class="entry"> <td> !B@86>2 .., C7=5F>2 .., C40:>2 .. <i>5B@8G5A:0O :;0AB5@870F8O ?>A;54>20B5;L=>AB59 0<8=>:8A;>B=KE >AB0B:>2 2 @0=3>2KE H:0;0E</i>&nbsp;// 0B5<0B8G5A:0O 18>;>38O 8 18>8=D>@<0B8:0,&nbsp;2012, 7(1)&nbsp;:&nbsp;345-359. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Strijov2012Clustering','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Strijov2012Clustering','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Strijov2012(7_345).pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Strijov2012Clustering" class="abstract noshow"> <td><b>Abstract</b>: ;O @5H5=8O 7040G8 @0A?>7=020=8O 2B>@8G=>9 AB@C:BC@K 15;:>2 ?@54;>65= 0;3>@8B< :;0AB5@870F88 ?>4?>A;54>20B5;L=>AB8 0<8=>:8A;>B=KE >AB0B:>2. ;O 2KO2;5=8O :;0AB5@>2 8A?>;L7CNBAO ?0@=K5 @0AAB>O=8O <564C ?>4?>A;54>20B5;L=>ABO<8. B;8G8B5;L=>9 >A>15==>ABLN 0;3>@8B<0 O2;O5BAO B>, GB> =5 B@51C5BAO AB@>8BL ?>;=CN <0B@8FC ?0@=KE @0AAB>O=89, GB> A=8605B A;>6=>ABL 2KG8A;5=89. @8 :;0AB5@870F88 @0AA<0B@820NBAO B>;L:> @0=38 @0AAB>O=89 <564C ?>4?>A;54>20B5;L=>ABO<8. 01>B0 0;3>@8B<0 ?@>8;;NAB@8@>20=0 A8=B5B8G5A:8<8 40==K<8 8 40==K<8 87 107K UniProt.</td> </tr><tr id="bib_Strijov2012Clustering" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Strijov2012Clustering, author = {!B@86>2, . . and C7=5F>2, . . and C40:>2, . .}, title = {5B@8G5A:0O :;0AB5@870F8O ?>A;54>20B5;L=>AB59 0<8=>:8A;>B=KE >AB0B:>2 2 @0=3>2KE H:0;0E}, journal = {0B5<0B8G5A:0O 18>;>38O 8 18>8=D>@<0B8:0}, year = {2012}, volume = {7(1)}, pages = {345-359}, url = {http://strijov.com/papers/Strijov2012(7_345).pdf} } </pre></td> </tr> <!-----------> <tr id="Tokmakova2012Hyper" class="entry"> <td> ">:<0:>20 .., !B@86>2 .. <i>F5=820=85 38?5@?0@0<5B@>2 ;8=59=KE 8 @53@5AA8>==KE <>45;59 ?@8 >B1>@5 HC<>2KE 8 :>@@5;8@CNI8E ?@87=0:>2</i>&nbsp;// =D>@<0B8:0 8 5Q ?@8<5=5=8O,&nbsp;2012, 6(4)&nbsp;:&nbsp;66-75. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Tokmakova2012Hyper','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Tokmakova2012Hyper','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Tokmakova2011HyperParJournal_Preprint.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Tokmakova2012Hyper" class="abstract noshow"> <td><b>Abstract</b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~2KG8A;8B5;L=>< M:A?5@8<5=B5 ?@82>4OBAO @57C;LB0BK 8AA;54>20=8O =0 2@5<5==>< @O45.</td> </tr><tr id="bib_Tokmakova2012Hyper" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Tokmakova2012Hyper, author = {. . ">:<0:>20 and . . !B@86>2}, title = {F5=820=85 38?5@?0@0<5B@>2 ;8=59=KE 8 @53@5AA8>==KE <>45;59 ?@8 >B1>@5 HC<>2KE 8 :>@@5;8@CNI8E ?@87=0:>2}, journal = {=D>@<0B8:0 8 5Q ?@8<5=5=8O}, year = {2012}, volume = {6(4)}, pages = {66-75}, url = {http://strijov.com/papers/Tokmakova2011HyperParJournal_Preprint.pdf} } </pre></td> </tr> <!-----------> <tr id="Motrenko2012Bayesian" class="entry"> <td> Motrenko A., Strijov V., Weber G.-W. <i>Bayesian sample size estimation for logistic regression</i>&nbsp;// International Conference on Applied and Computational Mathematics,&nbsp;2012&nbsp;:&nbsp;1-5. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Motrenko2012Bayesian','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Motrenko2012Bayesian','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/MotrenkoStrijovWeber2012SampleSize_ICACM.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Motrenko2012Bayesian" class="abstract noshow"> <td><b>Abstract</b>: The paper is devoted to the logistic regression analysis, applied to classification problems in biomedicine. A group of patients is investigated as a sample set; each patient is described with a set of features, named as biomarkers and is classified into two classes. Since the patient measurement is expensive the problem is to reduce number of measured features in order to increase sample size. The responsive variable is assumed to follow a Bernoulli distribution. Also, parameters of the regression function are evaluated. With given set of features, the model is excessively complex. The problem is to select a set of features of smaller size, that will classify patients effectively. In logistic regression features are usually selected by stepwise regression. In the computational experiment, exhaustive search is implemented. This makes the experts sure that all possible combinations of the features were considered. The authors use the area under ROC curve as the optimum criterion in the feature selection procedure.</td> </tr><tr id="bib_Motrenko2012Bayesian" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Motrenko2012Bayesian, author = {Anastasiya Motrenko and Vadim Strijov and Gerhard-Wilhelm Weber}, title = {Bayesian sample size estimation for logistic regression}, booktitle = {International Conference on Applied and Computational Mathematics}, year = {2012}, pages = {1-5}, url = {http://strijov.com/papers/MotrenkoStrijovWeber2012SampleSize_ICACM.pdf} } </pre></td> </tr> <!-----------> <tr id="Strijov2012EURO" class="entry"> <td> Strijov V. <i>Sequental model selection in forecasting</i>&nbsp;// 25th European Conference on Operational Research,&nbsp;2012&nbsp;:&nbsp;176. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Strijov2012EURO','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Strijov2012EURO','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Strijov2012EURO.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Strijov2012EURO" class="abstract noshow"> <td><b>Abstract</b>: To forecast financial time series one needs a set of models of optimal structure and complexity. The mixture model selection procedures are based on the coherent Bayesian inference. To estimate the model parameters and covariance matrix, Laplace approximations methods are introduced. Using the covariance matrix one could split up the data set to form mixture of models and select a model with minimum description length.</td> </tr><tr id="bib_Strijov2012EURO" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Strijov2012EURO, author = {Vadim Strijov}, title = {Sequental model selection in forecasting}, booktitle = {25th European Conference on Operational Research}, year = {2012}, pages = {176}, url = {http://strijov.com/papers/Strijov2012EURO.pdf} } </pre></td> </tr> <!-----------> <tr id="Kuznetsov2012IOI" class="entry"> <td> C7=5F>2 .., !B@86>2 .. <i>>AB@>5=85 8=B53@0;L=>3> 8=48:0B>@0 A 8A?>;L7>20=85< @0=3>2>9 <0B@8FK >?8A0=89</i>&nbsp;// =B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88. >:;04K 9-9 <564C=0@>4=>9 :>=D5@5=F88,&nbsp;2012&nbsp;:&nbsp;130-132. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Kuznetsov2012IOI','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Kuznetsov2012IOI','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Kuznetsov2012IOI.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Kuznetsov2012IOI" class="abstract noshow"> <td><b>Abstract</b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td> </tr><tr id="bib_Kuznetsov2012IOI" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Kuznetsov2012IOI, author = {C7=5F>2, . . and !B@86>2, . .}, title = {>AB@>5=85 8=B53@0;L=>3> 8=48:0B>@0 A 8A?>;L7>20=85< @0=3>2>9 <0B@8FK >?8A0=89}, booktitle = {=B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88. >:;04K 9-9 <564C=0@>4=>9 :>=D5@5=F88}, year = {2012}, pages = {130--132}, url = {http://strijov.com/papers/Kuznetsov2012IOI.pdf} } </pre></td> </tr> <!-----------> <tr id="Rudoy2012IOI" class="entry"> <td> C4>9 .., !B@86>2 .. <i>#?@>I5=85 AC?5@?>78F89 M;5<5=B0@=KE DC=:F89 ?@8 ?><>I8 ?@5>1@07>20=89 3@0D>2 ?> ?@028;0<</i>&nbsp;// =B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88. >:;04K 9-9 <564C=0@>4=>9 :>=D5@5=F88,&nbsp;2012&nbsp;:&nbsp;140-143. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Rudoy2012IOI','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Rudoy2012IOI','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Rudoy2012IOI.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Rudoy2012IOI" class="abstract noshow"> <td><b>Abstract</b>: @54;0305BAO 0;3>@8B< C?@>I5=8O AC?5@?>78F89 ACI5AB25==> =5;8=59=KE @53@5AA8>==KE <>45;59. 0==K9 0;3>@8B< O2;O5BAO CA>25@H5=AB2>20=85< @0=55 ?@54;>65==KE <5B>4>2 C?@>I5=8O 2K@065=89 ?> ?@028;0<. !C?5@?>78F88 ?@54AB02;ONBAO 2 2845 =0?@02;5==>3> 0F8:;8G5A:>3> 3@0D0 A >1J548=5=85< >1I8E ?>445@52L52. "0:>5 ?@54AB02;5=85 ?>72>;O5B ACI5AB25==> @0AH8@8BL :;0AA 4>?CAB8<KE ?@5>1@07>20=89 AC?5@?>78F89. @82>4OBAO @57C;LB0BK 2KG8A;8B5;L=>3> M:A?5@8<5=B0 4;O =01>@0 A8=B5B8G5A:8E 40==KE.</td> </tr><tr id="bib_Rudoy2012IOI" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Rudoy2012IOI, author = {. . C4>9 and . . !B@86>2}, title = {#?@>I5=85 AC?5@?>78F89 M;5<5=B0@=KE DC=:F89 ?@8 ?><>I8 ?@5>1@07>20=89 3@0D>2 ?> ?@028;0<}, booktitle = {=B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88. >:;04K 9-9 <564C=0@>4=>9 :>=D5@5=F88}, year = {2012}, pages = {140--143}, url = {http://strijov.com/papers/Rudoy2012IOI.pdf} } </pre></td> </tr> <!-----------> <tr id="Tokmakova2012IOI" class="entry"> <td> ">:<0:>20 .., !B@86>2 .. <i>F5=:0 38?5@?0@0<5B@>2 ;8=59=KE @53@5AA8>==KE <>45;59 ?@8 >B1>@5 HC<>2KE 8 <C;LB8:>@@5;8@CNI8E ?@87=0:>2</i>&nbsp;// =B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88. >:;04K 9-9 <564C=0@>4=>9 :>=D5@5=F88,&nbsp;2012&nbsp;:&nbsp;156-159. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Tokmakova2012IOI','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Tokmakova2012IOI','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Tokmakova2012IOI.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Tokmakova2012IOI" class="abstract noshow"> <td><b>Abstract</b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td> </tr><tr id="bib_Tokmakova2012IOI" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Tokmakova2012IOI, author = {">:<0:>20, . . and !B@86>2, . .}, title = {F5=:0 38?5@?0@0<5B@>2 ;8=59=KE @53@5AA8>==KE <>45;59 ?@8 >B1>@5 HC<>2KE 8 <C;LB8:>@@5;8@CNI8E ?@87=0:>2}, booktitle = {=B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88. >:;04K 9-9 <564C=0@>4=>9 :>=D5@5=F88}, year = {2012}, pages = {156--159}, url = {http://strijov.com/papers/Tokmakova2012IOI.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov10integral_energy" class="entry"> <td><h2>2011</h2> Strijov V., Granic G., Juric J., Jelavic B., Maricic S.A. <i>Integral indicator of ecological impact of the Croatian thermal power plants</i>&nbsp;// Energy,&nbsp;2011, 36(7)&nbsp;:&nbsp;4144-4149. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov10integral_energy','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov10integral_energy','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.1016/j.energy.2011.04.030" target="_blank">DOI</a>] [<a href="http://www.sciencedirect.com/science/article/pii/S0360544211002799" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov10integral_energy" class="abstract noshow"> <td><b>Abstract</b>: The main goal of this paper is to present the methodology of construction of the Integral Indicator for the Croatian Thermal Power Plants and the Combined Heat and Power Plants. The Integral Indicator is intended to compare the Power Plants according to a certain criterion. The criterion of the ecological impact is chosen. The following features of the power plants are used: generated electricity and heat; consumed coal and liquid fuel; sulphur content in fuel; emitted CO2, SO2, NOx, and particles. The linear model is used to construct the Integral Indicator. The model parameters are defined by the Principal Component Analysis. The constructed Integral Indicator is compared with several others, such as Pareto-optimal slicing indicator and Metric indicator. The Integral Indicator keeps as much information about the waste measures of the power plants as possible; it is simple and robust.</td> </tr><tr id="bib_strijov10integral_energy" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{strijov10integral_energy, author = {Vadim Strijov and Goran Granic and Jeljko Juric and Branka Jelavic and Sandra Antecevic Maricic}, title = {Integral indicator of ecological impact of the Croatian thermal power plants}, journal = {Energy}, year = {2011}, volume = {36}, number = {7}, pages = {4144-4149}, url = {http://www.sciencedirect.com/science/article/pii/S0360544211002799}, doi = {10.1016/j.energy.2011.04.030} } </pre></td> </tr> <!-----------> <tr id="krymova11algorithmy_zldm" class="entry"> <td> @K<>20 .A., !B@86>2 .. <i>;3>@8B<K 2K1>@0 ?@87=0:>2 ;8=59=KE @53@5AA8>==KE <>45;59 87 :>=5G=>3> 8 AG5B=>3> <=>65AB2</i>&nbsp;// 02>4A:0O ;01>@0B>@8O. 803=>AB8:0 <0B5@80;>2,&nbsp;2011, 77(5)&nbsp;:&nbsp;63-68. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('krymova11algorithmy_zldm','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('krymova11algorithmy_zldm','bibtex')">BibTeX</a>] [<a href="http://zldm.ru/content/article.php?ID=1155" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_krymova11algorithmy_zldm" class="abstract noshow"> <td><b>Abstract</b>: @54;>65= A?>A>1 2K1>@0 ?@87=0:>2, >A=>20==K9 =0 ?>A;54>20B5;L=>< ?>@>645=88 <>45;59 =081>;LH59 >1>A=>20==>AB8. @8 >BKA:0=88 ;8=59=>9 @53@5AA8>==>9 <>45;8 8A?>;L7C5BAO AG5B=>5 G8A;> ?>@>6405<KE ?@87=0:>2. 57C;LB0B>< @01>BK 0;3>@8B<0 O2;O5BAO <>45;L C4>2;5B2>@8B5;L=>9 B>G=>AB8; <C;LB8:>@@5;8@CNI85 ?@87=0:8 8A:;NG5=K. 01>B0 0;3>@8B<>2 2K1>@0 ?@87=0:>2 ?@>8;;NAB@8@>20=0 7040G59 <>45;8@>20=8O 402;5=8O 2 42830B5;5 2=CB@5==53> A3>@0=8O.</td> </tr><tr id="bib_krymova11algorithmy_zldm" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{krymova11algorithmy_zldm, author = {. A. @K<>20 and . . !B@86>2}, title = {;3>@8B<K 2K1>@0 ?@87=0:>2 ;8=59=KE @53@5AA8>==KE <>45;59 87 :>=5G=>3> 8 AG5B=>3> <=>65AB2}, journal = {02>4A:0O ;01>@0B>@8O. 803=>AB8:0 <0B5@80;>2}, year = {2011}, volume = {77}, number = {5}, pages = {63-68}, url = {http://zldm.ru/content/article.php?ID=1155} } </pre></td> </tr> <!-----------> <tr id="strijov11utochnenie_zldm" class="entry"> <td> !B@86>2 .. <i>#B>G=5=85 M:A?5@B=KE >F5=>:, 2KAB02;5==KE 2 @0=3>2KE H:0;0E, A ?><>ILN 87<5@O5<KE 40==KE</i>&nbsp;// 02>4A:0O ;01>@0B>@8O. 803=>AB8:0 <0B5@80;>2,&nbsp;2011, 77(7)&nbsp;:&nbsp;72-78. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov11utochnenie_zldm','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov11utochnenie_zldm','bibtex')">BibTeX</a>] [<a href="http://zldm.ru/content/article.php?ID=1186" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov11utochnenie_zldm" class="abstract noshow"> <td><b>Abstract</b>: ?8A0= A?>A>1 ?>AB@>5=8O 8=B53@0;L=KE 8=48:0B>@>2 :0G5AB20 >1J5:B>2 A 8A?>;L7>20=85< M:A?5@B=KE >F5=>: 8 87<5@O5<KE 40==KE. A?>;L7CNBAO M:A?5@B=K5 >F5=:8 :0G5AB20 >1J5:B>2 8 206=>AB8 ?>:070B5;59, :>B>@K5 :>@@5:B8@CNBAO 2 ?@>F5AA5 2KG8A;5=8O. @54?>;0305BAO, GB> M:A?5@B=K5 >F5=:8 2KAB02;5=K 2 @0=3>2KE H:0;0E. 064K9 >1J5:B >?8A0= =01>@>< ?@87=0:>2 2 ;8=59=KE H:0;0E. 0AA<0B@8205BAO 7040G0 ?>;CG5=8O B0:8E 8=B53@0;L=KE 8=48:0B>@>2, :>B>@K5 1K =5 ?@>B82>@5G8;8 =8 >?8A0=8O< >1J5:B>2, =8 M:A?5@B=K< >F5=:0<. @54;>65= 0;3>@8B< CB>G=5=8O M:A?5@B=KE >F5=>:.  :>@@5:B8@>2:5 >F5=>: <>65B ?@8=8<0BL CG0AB85 A0< M:A?5@B.</td> </tr><tr id="bib_strijov11utochnenie_zldm" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{strijov11utochnenie_zldm, author = {. . !B@86>2}, title = {#B>G=5=85 M:A?5@B=KE >F5=>:, 2KAB02;5==KE 2 @0=3>2KE H:0;0E, A ?><>ILN 87<5@O5<KE 40==KE}, journal = {02>4A:0O ;01>@0B>@8O. 803=>AB8:0 <0B5@80;>2}, year = {2011}, volume = {77}, number = {7}, pages = {72-78}, url = {http://zldm.ru/content/article.php?ID=1186} } </pre></td> </tr> <!-----------> <tr id="krymova11vybor_it" class="entry"> <td> !B@86>2 .., @K<>20 .A. <i>K1>@ <>45;59 2 ;8=59=>< @53@5AA8>==>< 0=0;875</i>&nbsp;// =D>@<0F8>==K5 B5E=>;>388,&nbsp;2011, 10&nbsp;:&nbsp;21-26. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('krymova11vybor_it','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('krymova11vybor_it','bibtex')">BibTeX</a>] [<a href="http://novtex.ru/IT/it2011/number_10_annot.html#5" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_krymova11vybor_it" class="abstract noshow"> <td><b>Abstract</b>: @8 @5H5=88 ?@0:B8G5A:8E 7040G 2>AAB0=>2;5=8O @53@5AA88, 4;O >BKA:0=8O 045:20B=>9 <>45;8 ?@54;0305BAO 8A?>;L7>20BL ?>@>645==K5 ?@87=0:8, ?>;CG5==K5 A ?><>ILN 87<5@O5<KE 8AE>4=KE ?@87=0:>2. -B> 2;5G5B ACI5AB25==>5 ?>2KH5=85 @07<5@=>AB8 ?@87=0:>2>3> ?@>AB@0=AB20 8, :0: A;54AB285, =5>1E>48<>ABL 8A?>;L7>20=8O 0;3>@8B<>2 2K1>@0 ?@87=0:>2. 865 @0AA<0B@820NBAO 8 A@02=820NBAO :;0AA8G5A:85 8 =>2K5 0;3>@8B<K 2K1>@0 ?@87=0:>2. 01>B0 0;3>@8B<>2 ?@>8;;NAB@8@>20=0 ?@8:;04=K<8 7040G0<8.</td> </tr><tr id="bib_krymova11vybor_it" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{krymova11vybor_it, author = {. . !B@86>2 and . A. @K<>20}, title = {K1>@ <>45;59 2 ;8=59=>< @53@5AA8>==>< 0=0;875}, journal = {=D>@<0F8>==K5 B5E=>;>388}, year = {2011}, volume = {10}, pages = {21-26}, url = {http://novtex.ru/IT/it2011/number_10_annot.html#5} } </pre></td> </tr> <!-----------> <tr id="Kuznetsov2011Integral" class="entry"> <td> Kuznetsov M., Strijov V. <i>Integral Indicators and Expert estimations of Ecological Impact</i>&nbsp;// International Conference on Operational Research,&nbsp;2011&nbsp;:&nbsp;32. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Kuznetsov2011Integral','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Kuznetsov2011Integral','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Kuznetsov2011OR.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Kuznetsov2011Integral" class="abstract noshow"> <td><b>Abstract</b>: To compare objects or alternative decisions one must evaluate a quality of each object. A real-valued scalar, which is corresponded to the object, is called an integral indicator. The integral indicator of the object is a convolution of the object features. Expert estimations of one expert or an expert group could be indicators, too. We consider a problem of indicator construction as following. There is a set of objects, which should be compared according to a certain quality criterion. A set of features describes each object. This two sets are given together with an object/feature matrix of measured data. We select the linear model of the convolution: the integral indicator is the linear combination of features and their weights. So, to construct the integral indicator we must find the weights of the given features. To do that we use the expert estimates of both indicators and weights in rank scales. To compute indicators, according to the linear model, one can use the expert set of weights. In the general case the computed indicators do not match the expert estimations of indicators. Our goal is to match the estimated and the computed integral indicators by maximizing a rank correlation between them. We consider the set of the estimated indicators and the set of the estimated weights as two cones in spaces of indicators and weights, respectively. Our goal is to find the set of weights such that the distance between this set and the cone of the expert-given weights must be minimum. Using the found weights we compute the set of integral indicators such that the distance between this computed set and the cone of the expert-given integral indicators must be minimum, as well. This methodology is used for the Clean Development Mechanism project evaluation. The project partners have to prove that their project can yield emission reductions in developing countries, which could not be achieved in the project s absence. The proposed integral indicators are intended to evaluate the environmental impact of this projects.</td> </tr><tr id="bib_Kuznetsov2011Integral" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Kuznetsov2011Integral, author = {Michail Kuznetsov and Vadim Strijov}, title = {Integral Indicators and Expert estimations of Ecological Impact}, booktitle = {International Conference on Operational Research}, year = {2011}, pages = {32}, url = {http://strijov.com/papers/Kuznetsov2011OR.pdf} } </pre></td> </tr> <!-----------> <tr id="Strijov2011Invariants_OR" class="entry"> <td> Strijov V. <i>Invariants and model selection in forecasting</i>&nbsp;// International Conference on Operational Research,&nbsp;2011&nbsp;:&nbsp;133. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Strijov2011Invariants_OR','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Strijov2011Invariants_OR','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Strijov2011OR.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Strijov2011Invariants_OR" class="abstract noshow"> <td><b>Abstract</b>: Time series in the financial sector may include annual, weekly and daily periodicals as well as non-periodical events. The energy price and consumed volume time series; the time series of consumer sales volume could be the examples. The generalized linear autoregressive models are used to forecast these time series. The samples of the main time-period of the time series correspond to the features of the forecasting models. To boost the quality of the forecast, two problems must be solved. First, we must select a set of features, which forms the model of optimal quality. Second, we must split the time series on the periodical and eventual segments and assign a model of optimal quality of each type of segments. To solve these problems, we estimate the distribution of the model parameters using coherent Bayesian inference. The optimal model for a given time-segment has the most probable value of maximum evidence, which is estimated under conditions of the stepwise regression: the features are added and deleted from the active feature set towards the evidence maximizing. The splitting procedure includes analysis of the model parameters distributions. Consider two forecasting models that are defined on their non-intersecting consequent time-segments. These models are different if the Kullback-Leibler distance between the distributions of their parameters is statistically significant. In this case the time-segment split is fixed; otherwise we consider the models equal and join the time-segments. The proposed approach brings the most precise time-segment splitting than the dynamic time warping procedure and causes increase of the forecasting quality. As an illustration we discuss the automatic detection of seasonal sales and promotions of consumer goods.</td> </tr><tr id="bib_Strijov2011Invariants_OR" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Strijov2011Invariants_OR, author = {Vadim Strijov}, title = {Invariants and model selection in forecasting}, booktitle = {International Conference on Operational Research}, year = {2011}, pages = {133}, url = {http://strijov.com/papers/Strijov2011OR.pdf} } </pre></td> </tr> <!-----------> <tr id="Kuznetsov-Strijov2011Oblique_mmro" class="entry"> <td> C7=5F>2 .., !B@86>2 .. <i>#B>G=5=85 @0=3>2KE M:A?5@B=KE >F5=>: A 8A?>;L7>20=85< <>=>B>==>9 8=B5@?>;OF88</i>&nbsp;// A5@>AA89A:0O :>=D5@5=F8O "0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2". !1>@=8: 4>:;04>2,&nbsp;2011&nbsp;:&nbsp;162-165. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Kuznetsov-Strijov2011Oblique_mmro','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Kuznetsov-Strijov2011Oblique_mmro','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Kuznetsov2011mmro15.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Kuznetsov-Strijov2011Oblique_mmro" class="abstract noshow"> <td><b>Abstract</b>: ?8A0= A?>A>1 ?>AB@>5=8O 8=B53@0;L=KE 8=48:0B>@>2 :0G5AB20 >1J5:B>2 A 8A?>;L7>20=85< M:A?5@B=KE >F5=>: 8 87<5@O5<KE 40==KE. 064K9 >1J5:B >?8A0= =01>@>< ?@87=0:>2 2 ;8=59=KE H:0;0E. A?>;L7CNBAO M:A?5@B=K5 >F5=:8 :0G5AB20 >1J5:B>2 8 206=>AB8 ?@87=0:>2, :>B>@K5 :>@@5:B8@CNBAO 2 ?@>F5AA5 2KG8A;5=8O. @54?>;0305BAO, GB> >F5=:8 2KAB02;5=K 2 @0=3>2KE H:0;0E. 0AA<0B@8205BAO 7040G0 ?>;CG5=8O B0:8E 8=B53@0;L=KE 8=48:0B>@>2, :>B>@K5 =5 ?@>B82>@5G8;8 1K M:A?5@B=K< >F5=:0<. @54;>65=> 420 ?>4E>40 : CB>G=5=8N M:A?5@B=KE >F5=>:. @8 ?5@2>< ?>4E>45 25:B>@ M:A?5@B=KE >F5=>: @0AA<0B@8205BAO :0: 2K?C:;K9 <=>3>3@0==K9 :>=CA. ;O CB>G=5=8O M:A?5@B=KE >F5=>: <8=8<878@C5BAO @0AAB>O=85 <564C 25:B>@0<8 2 :>=CA0E. @8 2B>@>< ?>4E>45 8A?>;L7C5BAO 7040G0 <>=>B>==>9 8=B5@?>;OF88 A 38?5@?0@0<5B@><. @>2545= 2KG8A;8B5;L=K9 M:A?5@8<5=B =0 A;54CNI8E 40==KE: M:A?5@B0<8 >F5=820;AO D0:B>@ M:>;>38G5A:>3> 2>7459AB28O =0 >:@C60NICN A@54C E>@20BA:8E M;5:B@>AB0=F89. @>2545=0 ?@>F54C@0 CB>G=5=8O M:A?5@B=KE >F5=>:.</td> </tr><tr id="bib_Kuznetsov-Strijov2011Oblique_mmro" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Kuznetsov-Strijov2011Oblique_mmro, author = {C7=5F>2, . . and !B@86>2, . .}, title = {#B>G=5=85 @0=3>2KE M:A?5@B=KE >F5=>: A 8A?>;L7>20=85< <>=>B>==>9 8=B5@?>;OF88}, booktitle = {A5@>AA89A:0O :>=D5@5=F8O "0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2". !1>@=8: 4>:;04>2}, year = {2011}, pages = {162-165}, url = {http://strijov.com/papers/Kuznetsov2011mmro15.pdf} } </pre></td> </tr> <!-----------> <tr id="Pavlov2011Selection" class="entry"> <td> 02;>2 .., !B@86>2 .. <i>K1>@ <=>3>C@>2=52KE <>45;59 2 7040G0E 10=:>2A:>2>3> :@548B=>3> A:>@8=30</i>&nbsp;// A5@>AA89A:0O :>=D5@5=F8O <<0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2>>. !1>@=8: 4>:;04>2, !-@5AA. !~@5AA,&nbsp;2011&nbsp;:&nbsp;158-161. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Pavlov2011Selection','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Pavlov2011Selection','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Pavlov2011mmro15.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Pavlov2011Selection" class="abstract noshow"> <td><b>Abstract</b>: 5H05BAO 7040G0 :;0AA8D8:0F88 A 8A?>;L7>20=85< ;>38AB8G5A:>9 @53@5AA88. @54;0305BAO =>2K9 ?>4E>4, 70:;NG0NI89AO 2 A>2<5AB=>9 :;0AB5@870F88 >1J5:B>2 8 2K1>@5 ?@87=0:>2 <>45;59. 57C;LB0B>< ?>4E>40 O2;O5BAO <=>3>C@>2=520O <>45;L  =01>@ <>45;59 >?B8<0;L=>9 A;>6=>AB8. ;O ?>AB@>5=8O <>45;59 ?@54;0305BAO 8A?>;L7>20BL EM-0;3>@8B<. 0 E-H035 ?@>8AE>48B >B=5A5=85 >1J5:B>2 : <>45;O<. 0 M-H035 ?@>8AE>48B 2K1>@ =081>;55 25@>OB=KE ?0@0<5B@>2 <>45;8. ;3>@8B< B5AB8@>20;AO =0 40==KE :@548B=K< 709<0< =0;8G=K<8.</td> </tr><tr id="bib_Pavlov2011Selection" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Pavlov2011Selection, author = {02;>2, . . and !B@86>2, . .}, title = {K1>@ <=>3>C@>2=52KE <>45;59 2 7040G0E 10=:>2A:>2>3> :@548B=>3> A:>@8=30}, booktitle = {A5@>AA89A:0O :>=D5@5=F8O <<0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2>>. !1>@=8: 4>:;04>2, !-@5AA}, publisher = {!~@5AA}, year = {2011}, pages = {158-161}, url = {http://strijov.com/papers/Pavlov2011mmro15.pdf} } </pre></td> </tr> <!-----------> <tr id="Strijov11Multimodel_mmro" class="entry"> <td> !B@86>2 .. <i>040G0 2K1>@0 <=>3>C@>2=52KE <>45;59 A 0=0;87>< :>20@80F8>==>9 <0B@8FK ?0@0<5B@>2</i>&nbsp;// A5@>AA89A:0O :>=D5@5=F8O <<0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2>>. !1>@=8: 4>:;04>2,&nbsp;2011&nbsp;:&nbsp;154-157. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Strijov11Multimodel_mmro','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Strijov11Multimodel_mmro','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Strijov2011mmro15.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Strijov11Multimodel_mmro" class="abstract noshow"> <td><b>Abstract</b>: 1AC6405BAO <5B>4 2K1>@0 0:B82=>3> =01>@0 ?@87=0:>2 8 D8;LB@0F88 >1J5:B>2 2K1>@:8 ?@8 2>AAB0=>2;5=88 @53@5AA88. @54?>;0305BAO, GB> M;5<5=BK @0AA<0B@8205<>9 2K1>@:8 5AB5AB25==K< >1@07>< 1K;8 @0718BK =0 ?>4<=>65AB20; 4;O :064>3> 87 :>B>@KE 8<55BAO A2>O, >B;8G=0O >B 4@C38E, 38?>B570 ?>@>645=8O 40==KE. 040G0 70:;NG05BAO 2 B><, GB>1K >?@545;8BL MB> @07185=85 8 2>AAB0=>28BL @53@5AA8>==CN <>45;L 4;O :064>9 ?>42K1>@:8. @8 MB>< >F5=8205BAO :>20@80F8>==0O <0B@8F0 ?0@0<5B@>2 :064>9 <>45;8, 8 =0 >A=>20=88 0=0;870 MB>9 <0B@8FK >?@545;O5BAO 25@>OB=>ABL ?@8=04;56=>AB8 =5:>B>@>3> >1J5:B0 40==>9 ?>42K1>@:5, 0 8 =5:>B>@>3> ?@87=0:0 - 40==>9 <>45;8.</td> </tr><tr id="bib_Strijov11Multimodel_mmro" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Strijov11Multimodel_mmro, author = {!B@86>2, . .}, title = {040G0 2K1>@0 <=>3>C@>2=52KE <>45;59 A 0=0;87>< :>20@80F8>==>9 <0B@8FK ?0@0<5B@>2}, booktitle = {A5@>AA89A:0O :>=D5@5=F8O <<0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2>>. !1>@=8: 4>:;04>2}, year = {2011}, pages = {154-157}, url = {http://strijov.com/papers/Strijov2011mmro15.pdf} } </pre></td> </tr> <!-----------> <tr id="Strijov2010981" class="entry"> <td><h2>2010</h2> Strijov V.V., Weber G.W. <i>Nonlinear regression model generation using hyperparameter optimization</i>&nbsp;// Computers and Mathematics with Applications,&nbsp;2010, 60(4)&nbsp;:&nbsp;981-988. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Strijov2010981','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Strijov2010981','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.1016/j.camwa.2010.03.021" target="_blank">DOI</a>] [<a href="http://www.sciencedirect.com/science/article/B6TYJ-4YX65PS-1/2/471789368d98fd837f293565dbfc0bbb" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Strijov2010981" class="abstract noshow"> <td><b>Abstract</b>: An algorithm of the inductive model generation and model selection is proposed to solve the problem of automatic construction of regression models. A regression model is an admissible superposition of smooth functions given by experts. Coherent Bayesian inference is used to estimate model parameters. It introduces hyperparameters which describe the distribution function of the model parameters. The hyperparameters control the model generation process.</td> </tr><tr id="bib_Strijov2010981" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Strijov2010981, author = {Strijov, V. V. and Weber, G. W.}, title = {Nonlinear regression model generation using hyperparameter optimization}, journal = {Computers and Mathematics with Applications}, year = {2010}, volume = {60}, number = {4}, pages = {981-988}, url = {http://www.sciencedirect.com/science/article/B6TYJ-4YX65PS-1/2/471789368d98fd837f293565dbfc0bbb}, doi = {10.1016/j.camwa.2010.03.021} } </pre></td> </tr> <!-----------> <tr id="strijov2010methody_ccas" class="entry"> <td> !B@86>2 .. <i>5B>4K 2K1>@0 @53@5AA8>==KE <>45;59</i>. >A:20: & ,&nbsp;2010&nbsp;:&nbsp;60. <i><b>Book</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov2010methody_ccas','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov2010methody_ccas','bibtex')">BibTeX</a>] [<a href="http://www.machinelearning.ru/wiki/images/5/52/Strijov-Krymova10Model-Selection.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov2010methody_ccas" class="abstract noshow"> <td><b>Abstract</b>: @8 @5H5=88 ?@0:B8G5A:8E 7040G 2>AAB0=>2;5=8O @53@5AA88, 4;O >BKA:0=8O 045:20B=>9 <>45;8 ?@54;0305BAO 8A?>;L7>20BL ?>@>645==K5 ?@87=0:8, ?>;CG5==K5 A ?><>ILN 87<5@O5<KE 8AE>4=KE ?@87=0:>2. -B> 2;5G5B ACI5AB25==>5 ?>2KH5=85 @07<5@=>AB8 ?@87=0:>2>3> ?@>AB@0=AB20 8, :0: A;54AB285, =5>1E>48<>ABL 8A?>;L7>20=8O 0;3>@8B<>2 2K1>@0 ?@87=0:>2. 865 @0AA<0B@820NBAO 8 A@02=820NBAO :;0AA8G5A:85 8 =>2K5 0;3>@8B<K 2K1>@0 ?@87=0:>2. 01>B0 0;3>@8B<>2 ?@>8;;NAB@8@>20=0 ?@8:;04=K<8 7040G0<8. A=>2C 40==>3> A>>1I5=8O A>AB02;O5B :C@A ;5:F89, G8B05<K9 02B>@>< 2 >A:>2A:>< D878:>-B5E=8G5A:>< 8=AB8BCB5.</td> </tr><tr id="bib_strijov2010methody_ccas" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @book{strijov2010methody_ccas, author = {048< 8:B>@>28G !B@86>2}, title = {5B>4K 2K1>@0 @53@5AA8>==KE <>45;59}, publisher = {>A:20: & }, year = {2010}, pages = {60}, url = {http://www.machinelearning.ru/wiki/images/5/52/Strijov-Krymova10Model-Selection.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov10model_euro" class="entry"> <td> Strijov V. <i>Model generation and model selection in credit scoring</i>&nbsp;// 24th European Conference on Operational Research,&nbsp;2010&nbsp;:&nbsp;220. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov10model_euro','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov10model_euro','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov10ModelGen_EURO.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov10model_euro" class="abstract noshow"> <td><b>Abstract</b>: The credit scorecard is the logistic regression model; it maps the feature space to the probability of default of a banking client. A classical scorecard is constructed by an analyst, who manually selects informative features and creates combinations of them. We propose a new technique for the automatic scorecard construction. To develop a scorecard, one must assign a set of primitive functions and model generation rules. The result model is an admissible superposition of the primitive functions and features. The coherent Bayesian inference is used to select features and their superpositions.</td> </tr><tr id="bib_strijov10model_euro" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov10model_euro, author = {Vadim Strijov}, title = {Model generation and model selection in credit scoring}, booktitle = {24th European Conference on Operational Research}, year = {2010}, pages = {220}, url = {http://strijov.com/papers/strijov10ModelGen_EURO.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov10model_engopt" class="entry"> <td> Strijov V., Weber G.W., Dolgopolova I. <i>Model Generation and Mathematical Modelling</i>&nbsp;// EngOpt 2010: 2nd International Conference on Engineering Optimization,&nbsp;2010&nbsp;:&nbsp;169. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov10model_engopt','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov10model_engopt','bibtex')">BibTeX</a>] [<a href="http://lemac1.dem.ist.utl.pt/engopt2010/Book_and_CD/Book_of_Abstracts_Final_Version/Book_abstrats_EngOpt2010.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov10model_engopt" class="abstract noshow"> <td><b>Abstract</b>: Mathematical modelling has two issues: first, to create a model of a dynamic system using expert knowledge and second, to discover a model using the measured data. We observe the model-driven and the data-driven approaches to the model creation problem and propose the new combined one. It gathers strong sides of classical approaches: the result model could be explained by experts and it fits measured data well. The new technique is illustrated by the model of pressure in combusting camera of diesel engine.</td> </tr><tr id="bib_strijov10model_engopt" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov10model_engopt, author = {Vadim Strijov and Gerhard Wilhelm Weber and Irina Dolgopolova}, title = {Model Generation and Mathematical Modelling}, booktitle = {EngOpt 2010: 2nd International Conference on Engineering Optimization}, year = {2010}, pages = {169}, url = {http://lemac1.dem.ist.utl.pt/engopt2010/Book_and_CD/Book_of_Abstracts_Final_Version/Book_abstrats_EngOpt2010.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov10evidence_or" class="entry"> <td> Strijov V.V. <i>Evidence of successively generated models</i>&nbsp;// International Conference on Operational Research <<Mastering Complexity>>,&nbsp;2010&nbsp;:&nbsp;223. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov10evidence_or','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov10evidence_or','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov10scoring_slides_ru.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov10evidence_or" class="abstract noshow"> <td><b>Abstract</b>: Let us investigate an algorithm of regression model construction. The constructed model will be used to solve problems of the Financial Sector: it might be a scoring model, an energy consumption forecast model or European option volatility smile model. We suppose that given historical data are not sufficient to discover hidden dependencies in an investigated problem. So we propose the following approach to the model construction. Together with historical data we use expert-given set of primitive functions. It is recommended to collect functions, which already widely used to model the investigated problem. Then we assign a generating function, which will be used to generate the set of the competitive models. We estimate evidence of the models using coherent Bayesian inference and select a model of the best structure. Since generating functions make a countable set of models, we organize an iterative generation-selection procedure. Each cycle of the procedure include the following steps. First, we modify competitive models so that the structural distance between an original and a derivative model will as minimal as possible. Second, we estimate parameters and hyperparameters of the derivative model to cut-off some model modifications at the following steps and reduce the algorithm complexity. Third, we analyze the evidence of the derivative model to find the probability to become it a model of the optimal structure. Also, we analyze some restrictions applied to the model structure and robustness of the model. As the result we obtain a model, interpretable from the expert s point-of view; if fits historical data well and robust. Some additional tests are applied to verify the result model: cross-validation and retrospective forecasting to ensure quality of the further use.</td> </tr><tr id="bib_strijov10evidence_or" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov10evidence_or, author = {Strijov, V. V.}, title = {Evidence of successively generated models}, booktitle = {International Conference on Operational Research <<Mastering Complexity>>}, year = {2010}, pages = {223}, url = {http://strijov.com/papers/strijov10scoring_slides_ru.pdf} } </pre></td> </tr> <!-----------> <tr id="Strijov2011Evidence_AIP" class="entry"> <td> Strijov V.V., Krymova E.A., Weber G.W. <i>Evidence Optimization for Consequently Generated Models</i>&nbsp;// Proceedings of the fourth global conference on power control and optimization,&nbsp;2010, 1337&nbsp;:&nbsp;204-208. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('Strijov2011Evidence_AIP','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('Strijov2011Evidence_AIP','bibtex')">BibTeX</a>] [<a href="http://dx.doi.org/10.1063/1.3592467" target="_blank">DOI</a>] [<a href="http://strijov.com/papers/strijov-weber2010PCO-3.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_Strijov2011Evidence_AIP" class="abstract noshow"> <td><b>Abstract</b>: We address the problem of segmenting nearly periodic time series into period-like segments. We introduce a definition of nearly periodic time series via triplets hbasic shape, shape transformation, time scalingi that covers a wide range of time series. To split the time series into periods we select a pair of principal components of the Hankel matrix. We then cut the trajectory of the selected principal components by its symmetry axis, thus obtaining half-periods that are merged into segments. We describe a method of automatic selection of periodic pairs of principal components, corresponding to the fundamental periodicity. We demonstrate the application of the proposed method to the problem of period extraction for accelerometric time series of human gait. We see the automatic segmentation into periods as a problem of major importance for human activity recognition problem, since it allows to obtain interpretable segments: each extracted period can be seen as an ultimate entity of gait. The method we propose is more general compared to the application specific methods and can be used for any nearly periodical time series. We compare its performance to classical mathematical methods of period extraction and find that it is not only comparable to the alternatives, but in some cases performs better. Index Terms sensor signal processing, nearly periodic time series, time series segmentation, period extraction, principal components analysis.</td> </tr><tr id="bib_Strijov2011Evidence_AIP" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{Strijov2011Evidence_AIP, author = {Strijov, V. V. and Krymova, E. A. and Weber, G. W.}, editor = {Nader Barsoum and Jeffrey Frank Webb and Pandian Vasant}, title = {Evidence Optimization for Consequently Generated Models}, booktitle = {Proceedings of the fourth global conference on power control and optimization}, year = {2010}, volume = {1337}, pages = {204-208}, url = {http://strijov.com/papers/strijov-weber2010PCO-3.pdf}, doi = {10.1063/1.3592467} } </pre></td> </tr> <!-----------> <tr id="strijov10integral_ioi" class="entry"> <td> Strijov V.V., Letmathe P. <i>Integral indicators based on data and rank-scale expert estimations</i>&nbsp;// Intellectual Information Processing. Conference Proceedings,&nbsp;2010&nbsp;:&nbsp;107-110. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov10integral_ioi','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov10integral_ioi','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Strijov2010-iip-8.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov10integral_ioi" class="abstract noshow"> <td><b>Abstract</b>: Integral indicators play important role in decision making. To make a balanced decision one needs measured data and expert estimations. The expert estimations may contradict the data. Below we investigate a method of integral indicator construction. It uses rank-scaled expert estimations and resolves the possible contradiction between the estimations and the data.</td> </tr><tr id="bib_strijov10integral_ioi" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov10integral_ioi, author = {Strijov, V. V. and Letmathe, P.}, title = {Integral indicators based on data and rank-scale expert estimations}, booktitle = {Intellectual Information Processing. Conference Proceedings}, year = {2010}, pages = {107-110}, url = {http://strijov.com/papers/Strijov2010-iip-8.pdf} } </pre></td> </tr> <!-----------> <tr id="krymova10vybor_ioi" class="entry"> <td> @K<>20 .A., !B@86>2 .. <i>K1>@ @53@5AA8>==KE <>45;59 A 0=0;87>< <C;LB8:>;;8=50@=>AB8</i>&nbsp;// =B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88. >:;04K 8-9 <564C=0@>4=>9 :>=D5@5=F88,&nbsp;2010&nbsp;:&nbsp;153-156. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('krymova10vybor_ioi','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('krymova10vybor_ioi','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Krymova2010Select_IOI.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_krymova10vybor_ioi" class="abstract noshow"> <td><b>Abstract</b>:  @01>B5 @0AA<0B@820NBAO A?>A>1K ?>@>645=8O <>45;59 A ?><>ILN ACI5AB25==> =5;8=59=KE ?0@0<5B@8G5A:8E ?>@>640NI8E DC=:F89. @54;>65= 0;3>@8B< 2K1>@0 <>45;8 >?B8<0;L=>9 AB@C:BC@K, >A=>20==K9 =0 ?>A;54>20B5;L=>< ?>@>645=88 <>45;59 <0:A8<0;L=>3> ?@024>?>4>18O. AA;54C5BAO @0AAB>O=85 <564C ?>;CG5==K<8 <>45;O<8. 01>B0 0;3>@8B<0 2K1>@0 <>45;59 ?@>8;;NAB@8@>20=0 7040G59 <>45;8@>20=8O 402;5=8O 2 42830B5;5 2=CB@5==53> A3>@0=8O.</td> </tr><tr id="bib_krymova10vybor_ioi" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{krymova10vybor_ioi, author = {@K<>20, . A. and !B@86>2, . .}, title = {K1>@ @53@5AA8>==KE <>45;59 A 0=0;87>< <C;LB8:>;;8=50@=>AB8}, booktitle = {=B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88. >:;04K 8-9 <564C=0@>4=>9 :>=D5@5=F88}, year = {2010}, pages = {153-156}, url = {http://strijov.com/papers/Krymova2010Select_IOI.pdf} } </pre></td> </tr> <!-----------> <tr id="skipor10method_ioi" class="entry"> <td> !:8?>@ .!., !B@86>2 .. <i>5B>4 =08<5=LH8E C3;>2 4;O ;>38AB8G5A:>9 @53@5AA88</i>&nbsp;// =B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88. >:;04K 8-9 <564C=0@>4=>9 :>=D5@5=F88,&nbsp;2010&nbsp;:&nbsp;180-183. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('skipor10method_ioi','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('skipor10method_ioi','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Skipor2010-iip-8.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_skipor10method_ioi" class="abstract noshow"> <td><b>Abstract</b>: @54;0305BAO 8 8AA;54C5BAO 0;3>@8B< >B1>@0 ?@87=0:>2 4;O @5H5=8O 7040G 2>AAB0=>2;5=8O ;>38AB8G5A:>9 @53@5AA88. @82>48BAO <0B5<0B8G5A:>5 >1>A=>20=85 ?@54;>65==>3> 0;3>@8B<0. ;3>@8B< >A=>20= =0 <5B>45 =08<5=LH8E C3;>2 4;O <>45;8 ;8=59=>9 @53@5AA88 A 8A?>;L7>20=85< 4>?>;=8B5;L=>9 ;8=50@870F88 DC=:F8>=0;0 :0G5AB20. 01>B0 0;3>@8B<0 ?@>8;;NAB@8@>20=0 7040G59 87CG5=8O D0:B>@>2 @8A:0 8H5<8G5A:8E 701>;520=89 A5@4F0.</td> </tr><tr id="bib_skipor10method_ioi" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{skipor10method_ioi, author = {!:8?>@, . !. and !B@86>2, . .}, title = {5B>4 =08<5=LH8E C3;>2 4;O ;>38AB8G5A:>9 @53@5AA88}, booktitle = {=B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88. >:;04K 8-9 <564C=0@>4=>9 :>=D5@5=F88}, year = {2010}, pages = {180-183}, url = {http://strijov.com/papers/Skipor2010-iip-8.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov09jct" class="entry"> <td><h2>2009</h2> !B@86>2 .., !>;>3C1 .. <i>=4C:B82=>5 ?>@>645=85 @53@5AA8>==KE <>45;59 ?@54?>;0305<>9 2>;0B8;L=>AB8 4;O >?F8>==KE B>@3>2</i>&nbsp;// KG8A;8B5;L=K5 B5E=>;>388,&nbsp;2009, 14(5)&nbsp;:&nbsp;102-113. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov09jct','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov09jct','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/Strijov09JCT5.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov09jct" class="abstract noshow"> <td><b>Abstract</b>: @54;>65= 0;3>@8B< 8=4C:B82=>3> ?>@>645=8O @53@5AA8>==KE <>45;59 >?B8<0;L=>9 AB@C:BC@K. ;3>@8B< 8A?>;L7>20= 4;O ?>AB@>5=8O <>45;59 >?F8>==KE B>@3>2. #B>G=O5BAO 7040==0O M:A?5@B0<8 <>45;L 7028A8<>AB8 2KG8A;5==>9 2>;0B8;L=>AB8 >?F8>=>2 >B 2@5<5=8 8 F5=K 8A?>;=5=8O. A?>;L7CNBAO 40==K5 B>@3>2 >?F8>=0<8 Brent Crude Oil.</td> </tr><tr id="bib_strijov09jct" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{strijov09jct, author = {!B@86>2, .~. and !>;>3C1, .~.}, title = {=4C:B82=>5 ?>@>645=85 @53@5AA8>==KE <>45;59 ?@54?>;0305<>9 2>;0B8;L=>AB8 4;O >?F8>==KE B>@3>2}, journal = {KG8A;8B5;L=K5 B5E=>;>388}, year = {2009}, volume = {14}, number = {5}, pages = {102-113}, url = {http://strijov.com/papers/Strijov09JCT5.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov09EURO" class="entry"> <td> Strijov V. <i>Model selection using inductively generated set</i>&nbsp;// European Conference on Operational Research EURO-23,&nbsp;2009&nbsp;:&nbsp;114. <i><b>InProceedings</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('strijov09EURO','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov2009EURO23.pdf" target="_blank">URL</a>]</p> </td> </tr><tr id="bib_strijov09EURO" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov09EURO, author = {Strijov, V.}, title = {Model selection using inductively generated set}, booktitle = {European Conference on Operational Research EURO-23}, year = {2009}, pages = {114}, url = {http://strijov.com/papers/strijov2009EURO23.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov09HED" class="entry"> <td> Strijov V., Granic G.and Juric Z., Jelavic B., Maricic S. <i>Integral Indicator of Ecological Footprint for Croatian Power Plants</i>&nbsp;// HED Energy Forum  Quo Vadis Energija in Times of Climate Change ,&nbsp;2009&nbsp;:&nbsp;46. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov09HED','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov09HED','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/IndicatorOfEcoFootprintForCroatianPPs09HED_EIHP.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov09HED" class="abstract noshow"> <td><b>Abstract</b>: The main goal of this paper is to present the methodology of construction of the Integral Indicator for Croatian Power Plants. The Integral Indicator is necessary to compare Power Plants selected according to a certain criterion. Herewith the criterion of the Ecological Footprint was chosen. TPP and CHP Power Plants were selected. The following features were used: generated electricity and heat; consumed coal and liquid fuel; sulphur content in fuel; emitted CO2, SO2, NOx and particles. To construct the Integral Indicator the linear model were used. The model was tuned by Principal Component Analysis algorithm. The constructed Integral Indicator was compared with several others, such as Pareto-Optimal Slicing Indicator and Metric Indicator. The Integral Indicator keeps as much information about features of the Power Plants as possible; it is simple and robust.</td> </tr><tr id="bib_strijov09HED" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov09HED, author = {Strijov, V. and Granic, G.and Juric, Z. and Jelavic, B. and Maricic, S.A.}, title = {Integral Indicator of Ecological Footprint for Croatian Power Plants}, booktitle = {HED Energy Forum  Quo Vadis Energija in Times of Climate Change }, year = {2009}, pages = {46}, url = {http://strijov.com/papers/IndicatorOfEcoFootprintForCroatianPPs09HED_EIHP.pdf} } </pre></td> </tr> <!-----------> <tr id="sologub09mce" class="entry"> <td> Strijov V., Sologub R. <i>Generation of the implied volatility models</i>&nbsp;// Mathematics. Computer. Education. Conference Proceedings,&nbsp;2009. <i><b>InProceedings</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('sologub09mce','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/sologub09mce.pdf" target="_blank">URL</a>]</p> </td> </tr><tr id="bib_sologub09mce" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{sologub09mce, author = {Strijov, V. and Sologub, R.}, title = {Generation of the implied volatility models}, booktitle = {Mathematics. Computer. Education. Conference Proceedings}, year = {2009}, url = {http://strijov.com/papers/sologub09mce.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov09SIAMcse09" class="entry"> <td> Strijov V.V. <i>The Inductive Algorithms of Model Generation</i>&nbsp;// SIAM Conference on Computational Science and Engineering (CSE09),&nbsp;2009&nbsp;:&nbsp;23. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov09SIAMcse09','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov09SIAMcse09','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov09_SIAM_cse09.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov09SIAMcse09" class="abstract noshow"> <td><b>Abstract</b>: One of the important problems in scientific data mining is the problem of regression modeling. To make a regression model using measured data a researcher examines set of competitive models and chooses a model of the best quality. Due to the nature of the experiments non-linear models are common in biological simulations. Symbolic regression allows dealing with large sets of non-linear models. In the lecture inductive algorithms for model creation and selection will be discussed.</td> </tr><tr id="bib_strijov09SIAMcse09" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov09SIAMcse09, author = {Strijov, V. V.}, title = {The Inductive Algorithms of Model Generation}, booktitle = {SIAM Conference on Computational Science and Engineering (CSE09)}, year = {2009}, pages = {23}, url = {http://strijov.com/papers/strijov09_SIAM_cse09.pdf} } </pre></td> </tr> <!-----------> <tr id="krymova09mmro" class="entry"> <td> @K<>20 .., !B@86>2 .. <i>!@02=5=85 M2@8AB8G5A:8E 0;3>@8B<>2 2K1>@0 ;8=59=KE @53@5AA8>==KE <>45;59</i>&nbsp;// 0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2. 14-O A5@>AA89A:>9 :>=D5@5=F8O  -14. !1>@=8: 4>:;04>2. !~@5AA,&nbsp;2009&nbsp;:&nbsp;145-148. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('krymova09mmro','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('krymova09mmro','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov09MM1_MMRO-14.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_krymova09mmro" class="abstract noshow"> <td><b>Abstract</b>:  @01>B5 >?8A0= A?>A>1 ?>AB@>5=8O ;8=59=KE @53@5AA8>==KE <>45;59, >A=>20==K9 =0 ?>@>645=88 8 2K1>@5 ?@87=0:>2. @54;>65=K M2@8AB8G5A:85 0;3>@8B<K 2K1>@0 ?@87=0:>2. K?>;=5=> A@02=5=85 MB8E 0;3>@8B<>2 A >1I58725AB=K<8. A>15==>ABLN 40==>3> 8AA;54>20=8O O2;O5BAO B>, GB> 7040G0 2K1>@0 <>45;59 ?>AB02;5=0 4;O AG5B=>3> =01>@0 ?@87=0:>2.</td> </tr><tr id="bib_krymova09mmro" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{krymova09mmro, author = {@K<>20, .~. and !B@86>2, .~.}, title = {!@02=5=85 M2@8AB8G5A:8E 0;3>@8B<>2 2K1>@0 ;8=59=KE @53@5AA8>==KE <>45;59}, booktitle = {0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2. 14-O A5@>AA89A:>9 :>=D5@5=F8O  -14. !1>@=8: 4>:;04>2}, publisher = {!~@5AA}, year = {2009}, pages = {145-148}, url = {http://strijov.com/papers/strijov09MM1_MMRO-14.pdf} } </pre></td> </tr> <!-----------> <tr id="melnikov09mmro" class="entry"> <td> 5;L=8:>2 .., !B@86>2 .., =4@5520 ..., -45=70@B5@ . <i>K1>@ >?>@=>3> <=>65AB20 ?@8 ?>AB@>5=88 CAB>9G82KE 8=B53@0;L=KE 8=48:0B>@>2</i>&nbsp;// 0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2. 14-O A5@>AA89A:>9 :>=D5@5=F8O  -14. !1>@=8: 4>:;04>2. !~@5AA,&nbsp;2009&nbsp;:&nbsp;159-162. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('melnikov09mmro','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('melnikov09mmro','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov09MM2_MMRO-14.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_melnikov09mmro" class="abstract noshow"> <td><b>Abstract</b>: AA;54C5BAO 7040G0 ?>AB@>5=8O 8=B53@0;L=>3> 8=48:0B>@0 <=>65AB20 >1J5:B>2, CAB>9G82>3> : 2K1@>A0< 2 >?8A0=8OE >1J5:B>2. 1J5:BK >?8A0=K 2 ;8=59=KE H:0;0E. ;O ?>AB@>5=8O 8=B53@0;L=>3> 8=48:0B>@0 87 <=>65AB20 2A5E >?8A0=89 A ?><>ILN :@8B5@8O ?@8=04;56=>AB8 2K18@05BAO <=>65AB2> >?>@=KE >?8A0=89. =B53@0;L=K9 8=48:0B>@ AB@>8BAO <5B>4><157 CG8B5;O. @54;>65==K9 0;3>@8B<8A?>;L7>20= 4;O ?>;CG5=8O 8=B53@0;L=>3> 8=48:0B>@0 C@>2=O 703@O7=5=89 >A=>2=KE ?@>4C:B>2 ?8B0=8O 2 @538>=0E >AA88.</td> </tr><tr id="bib_melnikov09mmro" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{melnikov09mmro, author = {5;L=8:>2, .~. and !B@86>2, .~. and =4@5520, .~.. and -45=70@B5@, .}, title = {K1>@ >?>@=>3> <=>65AB20 ?@8 ?>AB@>5=88 CAB>9G82KE 8=B53@0;L=KE 8=48:0B>@>2}, booktitle = {0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2. 14-O A5@>AA89A:>9 :>=D5@5=F8O  -14. !1>@=8: 4>:;04>2}, publisher = {!~@5AA}, year = {2009}, pages = {159-162}, url = {http://strijov.com/papers/strijov09MM2_MMRO-14.pdf} } </pre></td> </tr> <!-----------> <tr id="strizhov09mce" class="entry"> <td> !B@86>2 .., !B@86>2 .. <i>1J5:B82870F8O M:A?5@B=KE >F5=>:, 2KAB02;5==KE 2 @0=3>2KE H:0;0E</i>&nbsp;// 0B5<0B8:0. ><?LNB5@. 1@07>20=85. XVI <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2,&nbsp;2009. <i><b>InProceedings</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('strizhov09mce','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strizhov09mce.pdf" target="_blank">URL</a>]</p> </td> </tr><tr id="bib_strizhov09mce" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strizhov09mce, author = {!B@86>2, .~. and !B@86>2, .~.}, title = {1J5:B82870F8O M:A?5@B=KE >F5=>:, 2KAB02;5==KE 2 @0=3>2KE H:0;0E}, booktitle = {0B5<0B8:0. ><?LNB5@. 1@07>20=85. XVI <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2}, year = {2009}, url = {http://strijov.com/papers/strizhov09mce.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov09mce" class="entry"> <td> !B@86>2 .. <i>>@>645=85 8 2K1>@ @53@5AA8>==KE <>45;59</i>&nbsp;// 0B5<0B8:0. ><?LNB5@. 1@07>20=85. XVI <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2,&nbsp;2009. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov09mce','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov09mce','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov09mce.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov09mce" class="abstract noshow"> <td><b>Abstract</b>: >:;04 ?>A2OI5= ?@>1;5<0< 8=4C:B82=>3> ?>@>645=8O 8 2K1>@0 =5;8=59=KE <>45;59 2 @53@5AA8>==>< 0=0;875. 0AA<0B@8205BAO B5>@8O ?>@>645=8O =01>@>2 0;LB5@=0B82=KE <>45;59, >A=>20==KE =0 87<5@O5<KE 40==KE 8 M:A?5@B=KE >F5=:0E. "5>@8O ?@>8;;NAB@8@>20=0 ?@8<5@0<8 8A?>;L7>20=8O <>45;59 >?B8<0;L=>9 AB@C:BC@K ?@8 8AA;54>20=88 @57C;LB0B>2 D878:>-E8<8G5A:8E 87<5@5=89.</td> </tr><tr id="bib_strijov09mce" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov09mce, author = {!B@86>2, .~.}, title = {>@>645=85 8 2K1>@ @53@5AA8>==KE <>45;59}, booktitle = {0B5<0B8:0. ><?LNB5@. 1@07>20=85. XVI <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2}, year = {2009}, url = {http://strijov.com/papers/strijov09mce.pdf} } </pre></td> </tr> <!-----------> <tr id="krymova09mce" class="entry"> <td> !B@86>2 .., @K<>20 .. <i>;3>@8B<K ?>@>645=8O 8 2K1>@0 @53@5AA8>==KE <>45;59</i>&nbsp;// 0B5<0B8:0. ><?LNB5@. 1@07>20=85. XVI <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2,&nbsp;2009. <i><b>InProceedings</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('krymova09mce','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/krymova09mce.pdf" target="_blank">URL</a>]</p> </td> </tr><tr id="bib_krymova09mce" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{krymova09mce, author = {!B@86>2, .~. and @K<>20, .~.}, title = {;3>@8B<K ?>@>645=8O 8 2K1>@0 @53@5AA8>==KE <>45;59}, booktitle = {0B5<0B8:0. ><?LNB5@. 1@07>20=85. XVI <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2}, year = {2009}, url = {http://strijov.com/papers/krymova09mce.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov09mmro" class="entry"> <td> !B@86>2 .., !>;>3C1 .. <i>;3>@8B< 2K1>@0 =5;8=59=KE @53@5AA8>==KE <>45;59 A 0=0;87>< 38?5@?0@0<5B@>2</i>&nbsp;// 0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2. 14-O A5@>AA89A:>9 :>=D5@5=F8O  -14. !1>@=8: 4>:;04>2. !~@5AA,&nbsp;2009&nbsp;:&nbsp;184-187. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov09mmro','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov09mmro','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov09MM3_MMRO-14.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov09mmro" class="abstract noshow"> <td><b>Abstract</b>: 0AA<0B@8205BAO 7040G0 ?>@>645=8O 8 2K1>@0 =5;8=59=KE @53@5AA8>==KE <>45;59. >45;8 8=4C:B82=> ?>@>640NBAO A ?><>ILN M:A?5@B=>-7040==>3> <=>65AB20 3;04:8E DC=:F89. ;O 2K1>@0 <>45;59 8A?>;L7C5BAO 8=D>@<0F8O > @0A?@545;5=88 8E ?0@0<5B@>2. @54;0305BAO <5B>4 ?>8A:0 <>45;59, :><18=8@CNI89 ?>4E>4K 1095A>2A:>3> 2K2>40 8 A8<2>;L=>9 @53@5AA88.</td> </tr><tr id="bib_strijov09mmro" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov09mmro, author = {!B@86>2, .~. and !>;>3C1, .~.}, title = {;3>@8B< 2K1>@0 =5;8=59=KE @53@5AA8>==KE <>45;59 A 0=0;87>< 38?5@?0@0<5B@>2}, booktitle = {0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2. 14-O A5@>AA89A:>9 :>=D5@5=F8O  -14. !1>@=8: 4>:;04>2}, publisher = {!~@5AA}, year = {2009}, pages = {184-187}, url = {http://strijov.com/papers/strijov09MM3_MMRO-14.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov08ln" class="entry"> <td><h2>2008</h2> !B@86>2 .. <i>5B>4K 8=4C:B82=>3> ?>@>645=8O @53@5AA8>==KE <>45;59</i>. .:~&~ ,&nbsp;2008. <i><b>Book</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov08ln','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov08ln','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov08ln.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov08ln" class="abstract noshow"> <td><b>Abstract</b>: @8 @5H5=88 7040G ;8=59=>9 8;8 =5;8=59=>9 @53@5AA88 8A:><0O <>45;L <>65B 1KBL =07=0G5=0 0=0;8B8:>< =0 >A=>25 ?@54?>;>65=89 > E0@0:B5@5 @5H05<>9 7040G8 8;8 2K1@0=0 87 =5:>B>@>3> <=>65AB20 <>45;59. @8 2K1>@5 <>45;59 2AB0NB 2>?@>AK > B><, :0:>20 4>;6=0 1KBL AB@C:BC@0 <>45;8, 55 A;>6=>ABL, CAB>9G82>ABL 8 B>G=>ABL. 0AA<0B@820NBAO ?@>1;5<K 8=4C:B82=>3> ?>@>645=8O 8 2K1>@0 <>45;59, ?@54AB02;5==KE 2 2845 AC?5@?>78F89 ?0@0<5B@8G5A:8E DC=:F89.</td> </tr><tr id="bib_strijov08ln" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @book{strijov08ln, author = {!B@86>2, .~.}, title = {5B>4K 8=4C:B82=>3> ?>@>645=8O @53@5AA8>==KE <>45;59}, publisher = {.:~&~ }, year = {2008}, url = {http://strijov.com/papers/strijov08ln.pdf} } </pre></td> </tr> <!-----------> <tr id="bray08ioi" class="entry"> <td> Bray D., Strijov V. <i>Using immune markers for classification of the CVD patients</i>&nbsp;// Intellectual Data Analysis: Abstracts of the International scientific conference,&nbsp;2008&nbsp;:&nbsp;49-50. <i><b>InProceedings</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('bray08ioi','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/bray08ioi.pdf" target="_blank">URL</a>]</p> </td> </tr><tr id="bib_bray08ioi" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{bray08ioi, author = {Bray, D. and Strijov, V.}, title = {Using immune markers for classification of the CVD patients}, booktitle = {Intellectual Data Analysis: Abstracts of the International scientific conference}, year = {2008}, pages = {49-50}, url = {http://strijov.com/papers/bray08ioi.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov08ioi" class="entry"> <td> Strijov V. <i>On the inductive model generation</i>&nbsp;// Intellectual Data Analysis: Abstracts of the International scientific conference,&nbsp;2008&nbsp;:&nbsp;220. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov08ioi','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov08ioi','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov08ioi.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov08ioi" class="abstract noshow"> <td><b>Abstract</b>: This talk is devoted to the problem of the automatic model creation in regression analysis. The models are intended for dynamic systems behavior analysis. The theory and the practice of the inductively-generated models will be examined.</td> </tr><tr id="bib_strijov08ioi" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov08ioi, author = {Strijov, V.}, title = {On the inductive model generation}, booktitle = {Intellectual Data Analysis: Abstracts of the International scientific conference}, year = {2008}, pages = {220}, url = {http://strijov.com/papers/strijov08ioi.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov08roai" class="entry"> <td> Strijov V. <i>Estimation of hyperparameters on parametric regression model generation</i>&nbsp;// 9th International Conference on Pattern Recognition and Image Analysis: New Information Technologies (PRIA-9-2008),&nbsp;2008, 2&nbsp;:&nbsp;178-181. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov08roai','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov08roai','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov08roai_source.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov08roai" class="abstract noshow"> <td><b>Abstract</b>: The problem of the non-linear regression analysis is considered. The algorithm of the inductive model generation is described. The regression model is a superposition of given smooth functions. To estimate the model parameters two-level Bayesian Inference technique was used. It introduces hyperparameters, which describe the distribution function of the model parameters.</td> </tr><tr id="bib_strijov08roai" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov08roai, author = {Strijov, V.}, title = {Estimation of hyperparameters on parametric regression model generation}, booktitle = {9th International Conference on Pattern Recognition and Image Analysis: New Information Technologies (PRIA-9-2008)}, year = {2008}, volume = {2}, pages = {178-181}, url = {http://strijov.com/papers/strijov08roai_source.pdf} } </pre></td> </tr> <!-----------> <tr id="sologub08finance" class="entry"> <td> Strijov V., Sologub R. <i>The inductive generation of the volatility smile models</i>&nbsp;// SIAM Conference on Financial Mathematics and Engineering 2008,&nbsp;2008&nbsp;:&nbsp;21. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('sologub08finance','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('sologub08finance','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/sologub08finance_eng.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_sologub08finance" class="abstract noshow"> <td><b>Abstract</b>: Volatility of the European-type options depends on their strike and maturity. The authors suppose the volatility smile models based not only the expert knowledge, but also on the measured data. The model generation algorithm was proposed. It generates volatility models of the optimal structure inductively using implied volatility data and expert considerations. The models satisfy expert assessments. The Brent Crude Oil option was considered as an example.</td> </tr><tr id="bib_sologub08finance" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{sologub08finance, author = {Strijov, V. and Sologub, R.}, title = {The inductive generation of the volatility smile models}, booktitle = {SIAM Conference on Financial Mathematics and Engineering 2008}, year = {2008}, pages = {21}, url = {http://strijov.com/papers/sologub08finance_eng.pdf} } </pre></td> </tr> <!-----------> <tr id="vorontsov08polygon" class="entry"> <td> >@>=F>2 .., =O:8= .!., 8A8F0 .., !B@86>2 .., %0G09 ..., '5E>28G ... <i> 0A?@545;5==0O 2KG8A;8B5;L=0O A8AB5<0 <<>;83>= 0;3>@8B<>2 :;0AA8D8:0F88>></i>&nbsp;// =B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88: B578AK 4>:;04>2 <564C=0@>4=>9 =0CG=>9 :>=D5@5=F88,&nbsp;2008&nbsp;:&nbsp;54-56. <i><b>InProceedings</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('vorontsov08polygon','bibtex')">BibTeX</a>]</p> </td> </tr><tr id="bib_vorontsov08polygon" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{vorontsov08polygon, author = {>@>=F>2, .~. and =O:8=, .~!. and 8A8F0, .~. and !B@86>2, .~. and %0G09, .~.. and '5E>28G, ..~.}, title = { 0A?@545;5==0O 2KG8A;8B5;L=0O A8AB5<0 <<>;83>= 0;3>@8B<>2 :;0AA8D8:0F88>>}, booktitle = {=B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88: B578AK 4>:;04>2 <564C=0@>4=>9 =0CG=>9 :>=D5@5=F88}, year = {2008}, pages = {54-56} } </pre></td> </tr> <!-----------> <tr id="vorontsov08ml" class="entry"> <td> >@>=F>2 .., =O:8= .!., !B@86>2 .., '5E>28G ... <i>MachineLearning.ru: 8=B5@=5B-@5AC@A, ?>A2OI5==K9 ?@>1;5<0< @0A?>7=020=8O, ?@>3=>78@>20=8O, :;0AA8D8:0F88</i>&nbsp;// =B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88: B578AK 4>:;04>2 <564C=0@>4=>9 =0CG=>9 :>=D5@5=F88,&nbsp;2008&nbsp;:&nbsp;56-58. <i><b>InProceedings</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('vorontsov08ml','bibtex')">BibTeX</a>]</p> </td> </tr><tr id="bib_vorontsov08ml" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{vorontsov08ml, author = {>@>=F>2, . . and =O:8=, . !. and !B@86>2, . . and '5E>28G, .. .}, title = {MachineLearning.ru: 8=B5@=5B-@5AC@A, ?>A2OI5==K9 ?@>1;5<0< @0A?>7=020=8O, ?@>3=>78@>20=8O, :;0AA8D8:0F88}, booktitle = {=B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88: B578AK 4>:;04>2 <564C=0@>4=>9 =0CG=>9 :>=D5@5=F88}, year = {2008}, pages = {56-58} } </pre></td> </tr> <!-----------> <tr id="strijov08macoed" class="entry"> <td> !B@86>2 .. <i>;0AB5@870F8O ?CG:>2 2@5<5==KE @O4>2 ?CB5< 48=0<8G5A:>9 A25@B:8 A2>1>4=>9 ?5@5<5==>9</i>&nbsp;// 0B5<0B8:0. ><?LNB5@. 1@07>20=85. XV <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2,&nbsp;2008&nbsp;:&nbsp;28. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov08macoed','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov08macoed','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/mce-21.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov08macoed" class="abstract noshow"> <td><b>Abstract</b>: 040=> <=>65AB2> 2@5<5==KE @O4>2. @5<5==K5 @O4K 8<5NB, 2 >1I5< A;CG05, @07;8G=>5 G8A;> M;5<5=B>2. 064K9 87 2@5<5==KE @O4>2 >B=>A8BAO : >4=><C 87 42CE :;0AB5@>2. "@51C5BAO =09B8 B0:85 8=20@80=B=K5 ?@5>1@07>20=8O A2>1>4=>9 ?5@5<5==>9 - 2@5<5=8, ?@8 :>B>@KE AC<<0 >H81>: ?5@2>3> 8 2B>@>3> @>40, =>@<8@>20==KE G8A;>< M;5<5=B>2 :;0AA>2, <8=8<0;L=0. =20@80=B=K5 ?@5>1@07>20=8O >BKA:8205BAO =0 8=4C:B82=> 7040==>< <=>65AB25 ?0@0<5B@8G5A:8E DC=:F89.</td> </tr><tr id="bib_strijov08macoed" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov08macoed, author = {!B@86>2, .~.}, title = {;0AB5@870F8O ?CG:>2 2@5<5==KE @O4>2 ?CB5< 48=0<8G5A:>9 A25@B:8 A2>1>4=>9 ?5@5<5==>9}, booktitle = {0B5<0B8:0. ><?LNB5@. 1@07>20=85. XV <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2}, year = {2008}, pages = {28}, url = {http://strijov.com/papers/mce-21.pdf} } </pre></td> </tr> <!-----------> <tr id="gushchin08ioi" class="entry"> <td> !B@86>2 .., CI8= .. <i>;3>@8B< >1J5:B82870F88 >F5=>: M:A?5@B0 A ?><>ILN 87<5@O5<KE 40==KE</i>&nbsp;// =B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88: B578AK 4>:;04>2 <564C=0@>4=>9 =0CG=>9 :>=D5@5=F88,&nbsp;2008&nbsp;:&nbsp;78-79. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('gushchin08ioi','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('gushchin08ioi','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/gushchin08ioi.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_gushchin08ioi" class="abstract noshow"> <td><b>Abstract</b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td> </tr><tr id="bib_gushchin08ioi" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{gushchin08ioi, author = {!B@86>2, .~. and CI8=, .~.}, title = {;3>@8B< >1J5:B82870F88 >F5=>: M:A?5@B0 A ?><>ILN 87<5@O5<KE 40==KE}, booktitle = {=B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88: B578AK 4>:;04>2 <564C=0@>4=>9 =0CG=>9 :>=D5@5=F88}, year = {2008}, pages = {78-79}, url = {http://strijov.com/papers/gushchin08ioi.pdf} } </pre></td> </tr> <!-----------> <tr id="sologub08ioi" class="entry"> <td> !B@86>2 .., !>;>3C1 .. <i>=4C:B82=>5 ?>AB@>5=85 @53@5AA8>==KE <>45;59 2>;0B8;L=>AB8</i>&nbsp;// =B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88: B578AK 4>:;04>2 <564C=0@>4=>9 =0CG=>9 :>=D5@5=F88,&nbsp;2008&nbsp;:&nbsp;215-216. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('sologub08ioi','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('sologub08ioi','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/sologub08ioi.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_sologub08ioi" class="abstract noshow"> <td><b>Abstract</b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td> </tr><tr id="bib_sologub08ioi" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{sologub08ioi, author = {!B@86>2, .~. and !>;>3C1, .~.}, title = {=4C:B82=>5 ?>AB@>5=85 @53@5AA8>==KE <>45;59 2>;0B8;L=>AB8}, booktitle = {=B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88: B578AK 4>:;04>2 <564C=0@>4=>9 =0CG=>9 :>=D5@5=F88}, year = {2008}, pages = {215-216}, url = {http://strijov.com/papers/sologub08ioi.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov07poisk" class="entry"> <td><h2>2007</h2> !B@86>2 .. <i>>8A: ?0@0<5B@8G5A:>9 @53@5AA8>==>9 <>45;8 2 8=4C:B82=> 7040==>< <=>65AB25</i>&nbsp;// KG8A;8B5;L=K5 B5E=>;>388,&nbsp;2007, 1&nbsp;:&nbsp;93-102. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov07poisk','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov07poisk','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov06poisk_jct_en.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov07poisk" class="abstract noshow"> <td><b>Abstract</b>: A procedure of the search for a parametric regression model in a model set is described. The model set is a set of superpositions of the given smooth functions. The model parameters density estimates are used for the search. To illustrate applicability of the approach the problem of the pressure variation in a spray chamber of the combustion engine is examined.</td> </tr><tr id="bib_strijov07poisk" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{strijov07poisk, author = {. . !B@86>2}, title = {>8A: ?0@0<5B@8G5A:>9 @53@5AA8>==>9 <>45;8 2 8=4C:B82=> 7040==>< <=>65AB25}, journal = {KG8A;8B5;L=K5 B5E=>;>388}, year = {2007}, volume = {1}, pages = {93-102}, url = {http://strijov.com/papers/strijov06poisk_jct_en.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov07stable" class="entry"> <td> !B@86>2 .., 070:>20 ".. <i>#AB>9G82K5 8=B53@0;L=K5 8=48:0B>@K A 2K1>@>< >?>@=>3> <=>65AB20 >?8A0=89</i>&nbsp;// 02>4A:0O ;01>@0B>@8O. 803=>AB8:0 <0B5@80;>2,&nbsp;2007, 73(7)&nbsp;:&nbsp;72-76. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov07stable','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov07stable','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/stable_idx4zavlab_after_recenz.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov07stable" class="abstract noshow"> <td><b>Abstract</b>: AA;54C5BAO 7040G0 ?>AB@>5=8O 8=B53@0;L=>3> 8=48:0B>@0 <=>65AB20 >1J5:B>2, CAB>9G82>3> : 2K1@>A0< 2 >?8A0=8OE >1J5:B>2. 1J5:BK >?8A0=K 2 ;8=59=KE H:0;0E. ;O ?>AB@>5=8O 8=B53@0;L=>3> 8=48:0B>@0 87 <=>65AB20 2A5E >?8A0=89 A ?><>ILN :@8B5@8O ?@8=04;56=>AB8 2K18@05BAO <=>65AB2> >?>@=KE >?8A0=89. =B53@0;L=K9 8=48:0B>@ AB@>8BAO <5B>4>< 157 CG8B5;O. @54;>65==K9 0;3>@8B< 8A?>;L7>20= 4;O ?>;CG5=8O 8=B53@0;L=>3> 8=48:0B>@0 C@>2=O 703@O7=5=89 >A=>2=KE ?@>4C:B>2 ?8B0=8O 2 @538>=0E >AA88.</td> </tr><tr id="bib_strijov07stable" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{strijov07stable, author = {!B@86>2, .~. and 070:>20, ".~.}, title = {#AB>9G82K5 8=B53@0;L=K5 8=48:0B>@K A 2K1>@>< >?>@=>3> <=>65AB20 >?8A0=89}, journal = {02>4A:0O ;01>@0B>@8O. 803=>AB8:0 <0B5@80;>2}, year = {2007}, volume = {73(7)}, pages = {72-76}, url = {http://strijov.com/papers/stable_idx4zavlab_after_recenz.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov07timeseries" class="entry"> <td> 20E=5=:> .., 0=52A:89 ..., C4520 .., !B@86>2 .. <i>KO2;5=85 3@C?? >1J5:B>2, >?8A0==KE =01>@>< <=>3><5@=KE 2@5<5==KE @O4>2</i>&nbsp;// 0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2 ( -13). >:;04K :>=D5@5=F88,&nbsp;2007&nbsp;:&nbsp;134-137. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov07timeseries','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov07timeseries','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov_MM_AS_4.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov07timeseries" class="abstract noshow"> <td><b>Abstract</b>: ?8A0=0 ?@>F54C@0 ?>8A:0 ?0@0<5B@8G5A:>9 @53@5AA8>==>9 <>45;8 2 :;0AA5 <>45;59, >?@545;5==>< AC?5@?>78F8O<8 3;04:8E DC=:F89 87 7040==>3> <=>65AB20. ;O ?>8A:0 8A?>;L7CNBAO >F5=:8 ?;>B=>AB8 @0A?@545;5=8O ?0@0<5B@>2 M;5<5=B>2 <>45;59. 0@0<5B@K <>45;59 >F5=820NBAO A ?><>ILN <5B>4>2 =5;8=59=>9 >?B8<870F88. ;O 8;;NAB@0F88 ?@82545=0 7040G0 > <>45;8@>20=88 87<5=5=8O 402;5=8O 2 :0<5@5 2=CB@5==53> A3>@0=8O 4875;L=>3> 42830B5;O.</td> </tr><tr id="bib_strijov07timeseries" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov07timeseries, author = {20E=5=:>, .~. and 0=52A:89, .~.. and C4520, .~. and !B@86>2, .~.}, title = {KO2;5=85 3@C?? >1J5:B>2, >?8A0==KE =01>@>< <=>3><5@=KE 2@5<5==KE @O4>2}, booktitle = {0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2 ( -13). >:;04K :>=D5@5=F88}, year = {2007}, pages = {134-137}, url = {http://strijov.com/papers/strijov_MM_AS_4.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov07object" class="entry"> <td> !B@86>2 .., 070:>20 ".. <i>1J5:B82870F8O M:A?5@B=KE >F5=>:, 2KAB02;5==KE 2 @0=3>2KE H:0;0E</i>&nbsp;// 0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2 ( -13). >:;04K :>=D5@5=F88,&nbsp;2007&nbsp;:&nbsp;209-211. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov07object','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov07object','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov_MM_2.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov07object" class="abstract noshow"> <td><b>Abstract</b>: @54;>65= A?>A>1 ?>AB@>5=8O 8=B53@0;L=KE 8=48:0B>@>2 :0G5AB20 A;>6=KE >1J5:B>2 A 8A?>;L7>20=85< M:A?5@B=KE >F5=>: 8 87<5@O5<KE 40==KE. @54?>;0305BAO, GB> M:A?5@B=K5 >F5=:8 2KAB02;5=K 2 @0=3>2KE H:0;0E.</td> </tr><tr id="bib_strijov07object" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov07object, author = {!B@86>2, .~. and 070:>20, ".~.}, title = {1J5:B82870F8O M:A?5@B=KE >F5=>:, 2KAB02;5==KE 2 @0=3>2KE H:0;0E}, booktitle = {0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2 ( -13). >:;04K :>=D5@5=F88}, year = {2007}, pages = {209-211}, url = {http://strijov.com/papers/strijov_MM_2.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov07invariants" class="entry"> <td> !B@86>2 .., B0H:> .. <i>>AB@>5=85 8=20@80=B>2 =0 <=>65AB25 2@5<5==KE @O4>2 ?CB5< 48=0<8G5A:>9 A25@B:8 A2>1>4=>9 ?5@5<5==>9</i>&nbsp;// 0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2 ( -13). >:;04K :>=D5@5=F88,&nbsp;2007&nbsp;:&nbsp;212-214. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov07invariants','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov07invariants','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov_MM_1.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov07invariants" class="abstract noshow"> <td><b>Abstract</b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td> </tr><tr id="bib_strijov07invariants" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov07invariants, author = {!B@86>2, . . and B0H:>, . .}, title = {>AB@>5=85 8=20@80=B>2 =0 <=>65AB25 2@5<5==KE @O4>2 ?CB5< 48=0<8G5A:>9 A25@B:8 A2>1>4=>9 ?5@5<5==>9}, booktitle = {0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2 ( -13). >:;04K :>=D5@5=F88}, year = {2007}, pages = {212-214}, url = {http://strijov.com/papers/strijov_MM_1.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov06AIidx" class="entry"> <td><h2>2006</h2> 070:>20 ".., !B@86>2 .. <i>>AB@>5=85 CAB>9G82KE 8=B53@0;L=KE 8=48:0B>@>2 A 2K1>@>< =>@<8@CNI8E DC=:F89</i>&nbsp;// A:CAAB25==K9 8=B5;;5:B,&nbsp;2006, 1&nbsp;:&nbsp;160-163. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov06AIidx','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov06AIidx','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov06AIidx.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov06AIidx" class="abstract noshow"> <td><b>Abstract</b>: AA;54C5BAO 7040G0 ?>AB@>5=8O 8=B53@0;L=>3> 8=48:0B>@0 <=>65AB20 >1J5:B>2, 8<5NI8E >?8A0=8O 2 ;8=59=KE H:0;0E, CAB>9G82>3> : 87<5=5=8O< <=>65AB20 >?8A0=89 >1J5:B>2. @8 ?>AB@>5=88 8=B53@0;L=>3> 8=48:0B>@0 2K18@05BAO B0:>5 >?>@=>5 <=>65AB2>, :>B>@>5 4>AB02;ONB <0:A8<C< :@8B5@8N CAB>9G82>AB8.</td> </tr><tr id="bib_strijov06AIidx" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{strijov06AIidx, author = {070:>20, ".~. and !B@86>2, .~.}, title = {>AB@>5=85 CAB>9G82KE 8=B53@0;L=KE 8=48:0B>@>2 A 2K1>@>< =>@<8@CNI8E DC=:F89}, journal = {A:CAAB25==K9 8=B5;;5:B}, year = {2006}, volume = {1}, pages = {160-163}, url = {http://strijov.com/papers/strijov06AIidx.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov06AI" class="entry"> <td> !B@86>2 .. <i>>8A: @53@5AA8>==KE <>45;59 2 8=4C:B82=> 7040==>< <=>65AB25</i>&nbsp;// A:CAAB25==K9 8=B5;;5:B,&nbsp;2006, 2&nbsp;:&nbsp;234-237. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov06AI','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov06AI','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov06AI.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov06AI" class="abstract noshow"> <td><b>Abstract</b>: 040=0 2K1>@:0 7=0G5=89 =5A:>;L:8E A2>1>4=KE 8 >4=>9 =57028A8<>9 ?5@5<5==>9 8 7040= =01>@ ?>@>640NI8E 3;04:8E DC=:F89, 8=4C:B82=> >?@545;ONI8E <=>65AB2> @53@5AA8>==KE <>45;59. ?8A0= 0;3>@8B< 2K1>@0 >?B8<0;L=>9 @53@5AA8>==>9 <>45;8, 8A?>;L7CNI89 38?5@?0@0<5B@K 4;O 0=0;870 M;5<5=B>2 <>45;8.</td> </tr><tr id="bib_strijov06AI" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{strijov06AI, author = {!B@86>2, .~.}, title = {>8A: @53@5AA8>==KE <>45;59 2 8=4C:B82=> 7040==>< <=>65AB25}, journal = {A:CAAB25==K9 8=B5;;5:B}, year = {2006}, volume = {2}, pages = {234-237}, url = {http://strijov.com/papers/strijov06AI.pdf} } </pre></td> </tr> <!-----------> <tr id="Strijov2006Specification" class="entry"> <td> !B@86>2 .. <i>#B>G=5=85 M:A?5@B=KE >F5=>: A ?><>ILN 87<5@O5<KE 40==KE</i>&nbsp;// 02>4A:0O ;01>@0B>@8O. 803=>AB8:0 <0B5@80;>2,&nbsp;2006, 72(7)&nbsp;:&nbsp;59-64. <i><b>Article</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('Strijov2006Specification','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov06precise.pdf" target="_blank">URL</a>]</p> </td> </tr><tr id="bib_Strijov2006Specification" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{Strijov2006Specification, author = {!B@86>2, . .}, title = {#B>G=5=85 M:A?5@B=KE >F5=>: A ?><>ILN 87<5@O5<KE 40==KE}, journal = {02>4A:0O ;01>@0B>@8O. 803=>AB8:0 <0B5@80;>2}, year = {2006}, volume = {72(7)}, pages = {59-64}, url = {http://strijov.com/papers/strijov06precise.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov2007ccas" class="entry"> <td> !B@86>2 .., B0H:> .. <i>;3>@8B<K ?>8A:0 AC?5@?>78F89 ?@8 2K1>@5 >?B8<0;L=KE @53@5AA8>==KE <>45;59</i>. .: & ,&nbsp;2006. <i><b>Book</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('strijov2007ccas','bibtex')">BibTeX</a>]</p> </td> </tr><tr id="bib_strijov2007ccas" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @book{strijov2007ccas, author = {!B@86>2, . . and B0H:>, . .}, title = {;3>@8B<K ?>8A:0 AC?5@?>78F89 ?@8 2K1>@5 >?B8<0;L=KE @53@5AA8>==KE <>45;59}, publisher = {.: & }, year = {2006} } </pre></td> </tr> <!-----------> <tr id="strijov06shakin" class="entry"> <td> !B@86>2 .. <i>A52>;>4 ;048<8@>28G (0:8=</i>&nbsp;// 0B5<0B8:0. ><?LNB5@. 1@07>20=85. C1>@=8: B@C4>2 XIII <564C=0@>4=>9 :>=D5@5=F88. 0CG=>-8740B5;LA:89 F5=B@ 53C;O@=0O 8 E0>B8G5A:0O 48=0<8:0,&nbsp;2006, 1&nbsp;:&nbsp;5-16. <i><b>InCollection</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('strijov06shakin','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/VsevolodShakin06paper.pdf" target="_blank">URL</a>]</p> </td> </tr><tr id="bib_strijov06shakin" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @incollection{strijov06shakin, author = {!B@86>2, .~.}, editor = { 87=8G5=:>, .~..}, title = {A52>;>4 ;048<8@>28G (0:8=}, booktitle = {0B5<0B8:0. ><?LNB5@. 1@07>20=85. C1>@=8: B@C4>2 XIII <564C=0@>4=>9 :>=D5@5=F88}, publisher = {0CG=>-8740B5;LA:89 F5=B@ 53C;O@=0O 8 E0>B8G5A:0O 48=0<8:0}, year = {2006}, volume = {1}, pages = {5-16}, url = {http://strijov.com/papers/VsevolodShakin06paper.pdf} } </pre></td> </tr> <!-----------> <tr id="strijo06sigsud" class="entry"> <td> Strijov V. <i>Indices construction using linear and ordinal expert estimations</i>&nbsp;// Citizens and Governance for Sustainable Development,&nbsp;2006&nbsp;:&nbsp;49. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijo06sigsud','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijo06sigsud','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijo06Abstract_SIGSUD_RuEng.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijo06sigsud" class="abstract noshow"> <td><b>Abstract</b>: Indices are necessary to compare objects united in a set according to a certain criterion. For example, the objects are national protected areas or power plants. An index is a number, which is corresponded to an object. In this research an algorithm for construction of quality indices using expert estimations is developed. Consider an indices construction problem. A set of comparable objects and a set of features are given together with an  object-feature matrix of measured data. Expert estimations of indices and estimations of importance features are given. A model of indices computation is chosen. In the general case the computed indices don t coincide with the expert estimates of the indices. The computed importance weights don t coincide with the expert estimations of importance weights, too. One has to compute indices, which are based on measured data with the condition: the indices must not contradict given expert estimations. There two approaches to the problem were suggested. The first one is the unsupervised indices construction. It finds the model parameters such that provide the maximal value of a selfdescriptiveness criterion. The second approach is the supervised indices construction. The model parameters were set such that provide the minimal value of the distance between the computed indices and their expert estimations. Now the third approach is proposed. According to this approach the experts can resolve the contradiction between expert estimations of indices, importance weights and measured data. At that, there is a hyperparameter embedded in the model. Its value corresponds to importance either the indices or the feature weights.</td> </tr><tr id="bib_strijo06sigsud" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijo06sigsud, author = {Strijov, V.}, title = {Indices construction using linear and ordinal expert estimations}, booktitle = {Citizens and Governance for Sustainable Development}, year = {2006}, pages = {49}, url = {http://strijov.com/papers/strijo06Abstract_SIGSUD_RuEng.pdf} } </pre></td> </tr> <!-----------> <tr id="kazakova06ioi" class="entry"> <td> 070:>20 ".., !B@86>2 .. <i>>AB@>5=85 CAB>9G82KE 8=B53@0;L=KE 8=48:0B>@>2 A 2K1>@>< =>@<8@CNI8E DC=:F89</i>&nbsp;// =B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88: B578AK 4>:;04>2 564C=0@>4=>9 =0CG=>9 :>=D5@5=F88,&nbsp;2006&nbsp;:&nbsp;199. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('kazakova06ioi','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('kazakova06ioi','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov_kazakova2006ioi.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_kazakova06ioi" class="abstract noshow"> <td><b>Abstract</b>: AA;54C5BAO 7040G0 ?>AB@>5=8O 8=B53@0;L=>3> 8=48:0B>@0 157 CG8B5;O, CAB>9G82>3> : 87<5=5=8O< <=>65AB20 >?8A0=89 >1J5:B>2. 1J5:BK >?8A0=K 2 ;8=59=KE H:0;0E. @8 ?>AB@>5=88 8=B53@0;L=>3> 8=48:0B>@0 2K18@0NBAO B0:>5 >?>@=>5 <=>65AB2> >1J5:B>2 8 <>=>B>==K5 ?@5>1@07>20=8O, :>B>@K5 4>AB02;ONB <0:A8<C< :@8B5@8N CAB>9G82>AB8</td> </tr><tr id="bib_kazakova06ioi" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{kazakova06ioi, author = {070:>20, ".~. and !B@86>2, .~.}, title = {>AB@>5=85 CAB>9G82KE 8=B53@0;L=KE 8=48:0B>@>2 A 2K1>@>< =>@<8@CNI8E DC=:F89}, booktitle = {=B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88: B578AK 4>:;04>2 564C=0@>4=>9 =0CG=>9 :>=D5@5=F88}, year = {2006}, pages = {199}, url = {http://strijov.com/papers/strijov_kazakova2006ioi.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov06mce" class="entry"> <td> !B@86>2 .. <i>>8A: @53@5AA8>==KE <>45;59 =0 <=>65AB25 AC?5@?>78F89 3;04:8E DC=:F89</i>&nbsp;// 0B5<0B8:0. ><?LNB5@. 1@07>20=85. XIII <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2,&nbsp;2006. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov06mce','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov06mce','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov06mce.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov06mce" class="abstract noshow"> <td><b>Abstract</b>: !;>6=K5 @53@5AA8>==K5 <>45;8, =0?@8<5@, =59@>==K5 A5B8 ?@8 >1@01>B:5 @57C;LB0B>2 87<5@5=89 G0AB> 8<5NB 1>;LH>5 G8A;> ?0@0<5B@>2 8 ?>;CG0NBAO ?5@5>1CG5==K<8. @54;>65==K9 <5B>4 ?>72>;O5B =0E>48BL =5A;>6=K5 8 4>AB0B>G=> B>G=K5 <>45;8.</td> </tr><tr id="bib_strijov06mce" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov06mce, author = {!B@86>2, .~.}, title = {>8A: @53@5AA8>==KE <>45;59 =0 <=>65AB25 AC?5@?>78F89 3;04:8E DC=:F89}, booktitle = {0B5<0B8:0. ><?LNB5@. 1@07>20=85. XIII <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2}, year = {2006}, url = {http://strijov.com/papers/strijov06mce.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov2006ioi" class="entry"> <td> !B@86>2 .. <i>>8A: @53@5AA8>==KE <>45;59 2 8=4C:B82=> 7040==>< <=>65AB25</i>&nbsp;// =B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88: B578AK 4>:;04>2 564C=0@>4=>9 =0CG=>9 :>=D5@5=F88,&nbsp;2006&nbsp;:&nbsp;198. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov2006ioi','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov2006ioi','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov2006ioi.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov2006ioi" class="abstract noshow"> <td><b>Abstract</b>: 0 7040==>9 2K1>@:5 7=0G5=89 =5A:>;L:8E A2>1>4=KE 8 >4=>9 7028A8<>9 ?5@5<5==>9 8 7040==>< =01>@5 =5?>@>6405<KE 3;04:8E DC=:F89, >1>1I5==>-8=4C:B82=> >?@545;ONI8E <=>65AB2> =5;8=59=KE @53@5AA8>==KE <>45;59 @0AA<>B@5=0 ?@>F54C@0 ?>8A:0 @53@5AA8>==>9 <>45;8, >?B8<0;L=>9 2 52:;84>2>9 <5B@8:5. @54;>65= 8B5@0F8>==K9 0;3>@8B< ?>8A:0 <>45;8 A 0448B82=K< 30CAA>2A:8< HC<><. ;3>@8B< 2:;NG05B 35=5B8G5A:85 >?B8<870F8>==K5 ?@>F54C@K ?>8A:0 =5O2=> 7040==KE <>45;59 8 <5B>4 4>25@8B5;L=KE 8=B5@20;>2 4;O =0AB@>9:8 8E ?0@0<5B@>2.</td> </tr><tr id="bib_strijov2006ioi" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov2006ioi, author = {!B@86>2, .~.}, title = {>8A: @53@5AA8>==KE <>45;59 2 8=4C:B82=> 7040==>< <=>65AB25}, booktitle = {=B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88: B578AK 4>:;04>2 564C=0@>4=>9 =0CG=>9 :>=D5@5=F88}, year = {2006}, pages = {198}, url = {http://strijov.com/papers/strijov2006ioi.pdf} } </pre></td> </tr> <!-----------> <tr id="strijovkazakova06CEMI" class="entry"> <td> !B@86>2 .., 070:>20 ".. <i>#AB>9G82K5 8=B53@0;L=K5 8=48:0B>@K A 2K1>@>< >?>@=>3> <=>65AB20 >1J5:B>2</i>&nbsp;// @8<5=5=85 <=>3><5@=>3> AB0B8AB8G5A:>3> 0=0;870 2 M:>=><8:5 8 >F5=:5 :0G5AB20. 8-O <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2,&nbsp;2006. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijovkazakova06CEMI','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijovkazakova06CEMI','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijovkazakova06CEMI.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijovkazakova06CEMI" class="abstract noshow"> <td><b>Abstract</b>: 2B>@0<8 ?@54;0305BAO 0;3>@8B< ?>AB@>5=8O CAB>9G82KE 8=B53@0;L=KE 8=48:0B>@>2 A 2K1>@>< >?>@=>3> <=>65AB20 >?8A0=89 >1J5:B>2, =0 :>B>@>< 4>AB8305BAO <0:A8<C< F5;52>9 DC=:F88, A>3;0A=> :>B>@>9 25@>OB=>ABL ?@8=04;56=>AB8 >?8A0=8O >1J5:B0 >?>@=><C <=>65AB2C ?@>?>@F8>=0;L=0 <>I=>AB8 <=>65AB20 8 >1@0B=> ?@>?>@F8>=0;L=> 53> 48A?5@A88.</td> </tr><tr id="bib_strijovkazakova06CEMI" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijovkazakova06CEMI, author = {!B@86>2, .~. and 070:>20, ".~.}, title = {#AB>9G82K5 8=B53@0;L=K5 8=48:0B>@K A 2K1>@>< >?>@=>3> <=>65AB20 >1J5:B>2}, booktitle = {@8<5=5=85 <=>3><5@=>3> AB0B8AB8G5A:>3> 0=0;870 2 M:>=><8:5 8 >F5=:5 :0G5AB20. 8-O <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2}, year = {2006}, url = {http://strijov.com/papers/strijovkazakova06CEMI.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov05model" class="entry"> <td><h2>2005</h2> !B@86>2 .. <i>>45;L C?@02;5=8O >A>1> >E@0=O5<K<8 ?@8@>4=K<8 B5@@8B>@8O<8</i>&nbsp;// :BC0;L=K5 ?@>1;5<K A>2@5<5==>9 =0C:8,&nbsp;2005, 5(5)&nbsp;:&nbsp;79-84. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov05model','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov05model','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov2005actualnyeproblemy.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov05model" class="abstract noshow"> <td><b>Abstract</b>: 0AA<0B@8205BAO <>45;L C?@02;5=8O " A >1@0B=>9 A2O7LN 8 A 42C<O CG0AB=8:0<8 ?@>F5AA0 C?@02;5=8O  AC1J5:B>< 8 >1J5:B><. !C1J5:B C?@02;5=8O =07=0G05B F5;8 C?@02;5=8O, 8, 2 A>>B25BAB288 A MB8<8 F5;O<8 8 A A>AB>O=85< >1J5:B0 C?@02;5=8O, 2K18@05B >48= 87 <=>65AB20 4>?CAB8<KE 20@80=B>2 C?@02;5=8O. > 2@5<O ?@>F5AA0 C?@02;5=8O ?@>872>48BAO <>=8B>@8=3 ?>:070B5;59 >1J5:B0 C?@02;5=8O. 57C;LB0B>< <>=8B>@8=30 O2;ONBAO 40==K5, 7028AOI85 >B A>AB>O=8O >1J5:B0, 284 7028A8<>AB8 8725AB5=. ?8A0==0O <>45;L 8A?>;L7C5B 40==K5 5653>4=KE >BG5B>2 " 8 M:A?5@B=K5 >F5=:8 A>AB>O=8O ".</td> </tr><tr id="bib_strijov05model" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{strijov05model, author = {!B@86>2, .~.}, title = {>45;L C?@02;5=8O >A>1> >E@0=O5<K<8 ?@8@>4=K<8 B5@@8B>@8O<8}, journal = {:BC0;L=K5 ?@>1;5<K A>2@5<5==>9 =0C:8}, year = {2005}, volume = {5}, number = {5}, pages = {79-84}, url = {http://strijov.com/papers/strijov2005actualnyeproblemy.pdf} } </pre></td> </tr> <!-----------> <tr id="kazakova05mmro" class="entry"> <td> 070:>20 ".., !B@86>2 .. <i>>AB@>5=85 CAB>9G82KE 8=B53@0;L=KE 8=48:0B>@>2</i>&nbsp;// 0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2 ( -12). >:;04K XII 2A5@>AA89A:>9 :>=D5@5=F88,&nbsp;2005&nbsp;:&nbsp;206. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('kazakova05mmro','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('kazakova05mmro','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/kazakova05mmro.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_kazakova05mmro" class="abstract noshow"> <td><b>Abstract</b>: @8 ?>AB@>5=88 8=B53@0;L=KE 8=48:0B>@>2 1>;LH>3> :>;8G5AB20 >1J5:B>2 ?>O2;O5BAO ?@>1;5<0 8E 045:20B=>9 A@02=8<>AB8, B0: :0: =5:>B>@K5 >B45;L=K5 >1J5:BK 8<5NB 7=0G5=8O ?>:070B5;59, ACI5AB25==> >B;8G0NI85AO >B ?>:070B5;59 >A=>2=>3> G8A;0 >1J5:B>2. -B> >7=0G05B, GB> 2 @0<:0E ;8=59=>9 <>45;8 7028A8<>AB8 8=B53@0;L=KE 8=48:0B>@>2 >1J5:B>2 >B 7=0G5=89 8E ?>:070B5;59 >1J5:BK-2K1@>AK 8<5NB 1>;LH55 2;8O=85 =0 25A0 ?>:070B5;59, G5< ?@>G85 >1J5:BK. !CI5AB2CNB 420 A?>A>10 @5H5=8O MB>9 ?@>1;5<K: 8A:;NG5=85 ?>4>1=KE >1J5:B>2 87 2K1>@:8 8 @07185=85 <=>65AB20 >1J5:B>2 =0 =5A:>;L:> :;0AA>2, 2=CB@8 :>B>@KE ?@>872>48BAO A@02=5=85. '0AB> MB8 A?>A>1K =5?@85<;5<K. @54;0305BAO =5;8=59=>5 <>=>B>==>5 >B>1@065=85 7=0G5=89 87<5@O5<KE ?>:070B5;59 A F5;LN ?>;CG5=8O CAB>9G82>3> 8=B53@0;L=>3> 8=48:0B>@0.</td> </tr><tr id="bib_kazakova05mmro" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{kazakova05mmro, author = {070:>20, ".~. and !B@86>2, .~.}, title = {>AB@>5=85 CAB>9G82KE 8=B53@0;L=KE 8=48:0B>@>2}, booktitle = {0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2 ( -12). >:;04K XII 2A5@>AA89A:>9 :>=D5@5=F88}, year = {2005}, pages = {206}, url = {http://strijov.com/papers/kazakova05mmro.pdf} } </pre></td> </tr> <!-----------> <tr id="ptashko05mmro" class="entry"> <td> B0H:> .., !B@86>2 .. <i>K1>@ DC=:F88 @0AAB>O=8O ?@8 A@02=5=88 D07>2KE B@05:B>@89</i>&nbsp;// 0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2 ( -12). >:;04K XII 2A5@>AA89A:>9 :>=D5@5=F88,&nbsp;2005&nbsp;:&nbsp;116-119. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('ptashko05mmro','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('ptashko05mmro','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/ptashko05mmro.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_ptashko05mmro" class="abstract noshow"> <td><b>Abstract</b>: @8 @5H5=88 7040G <548F8=A:>9 4803=>AB8:8 2>7=8:05B ?@>1;5<0 A@02=5=8O D07>2KE B@05:B>@89 8AB>@89 1>;57=8 ?0F85=B>2. @54?>;0305BAO, GB> ?0F85=BK A >48=0:>2K< 4803=>7>< 8<5NB AE>4=K5 B@05:B>@88. "@51C5BAO =09B8 DC=:F8N @0AAB>O=8O <564C B@05:B>@8O<8, :>B>@0O 1K C4>2;5B2>@O;0 2=5H=5<C :@8B5@8N, 7040205<><C M:A?5@B><. ! ?><>ILN MB>9 DC=:F88 A>7405BAO <0B@8F0 ?0@=KE @0AAB>O=89 <564C B@05:B>@8O<8 4;O ?>A;54CNI59 :;0AA8D8:0F88 ?0F85=B>2 ?> B8?0< 1>;57=59.</td> </tr><tr id="bib_ptashko05mmro" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{ptashko05mmro, author = {B0H:>, .~. and !B@86>2, .~.}, title = {K1>@ DC=:F88 @0AAB>O=8O ?@8 A@02=5=88 D07>2KE B@05:B>@89}, booktitle = {0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2 ( -12). >:;04K XII 2A5@>AA89A:>9 :>=D5@5=F88}, year = {2005}, pages = {116-119}, url = {http://strijov.com/papers/ptashko05mmro.pdf} } </pre></td> </tr> <!-----------> <tr id="ptashko05macoed" class="entry"> <td> B0H:> .., !B@86>2 .., (0:8= .. <i>#B>G=5=85 M:A?5@B=KE >F5=>: 2KAB02;5==KE 2 @0=3>2KE H:0;0E</i>&nbsp;// 0B5<0B8:0. ><?LNB5@. 1@07>20=85. XII <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2,&nbsp;2005. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('ptashko05macoed','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('ptashko05macoed','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/macoed05_2.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_ptashko05macoed" class="abstract noshow"> <td><b>Abstract</b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td> </tr><tr id="bib_ptashko05macoed" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{ptashko05macoed, author = {B0H:>, .~. and !B@86>2, .~. and (0:8=, .~.}, title = {#B>G=5=85 M:A?5@B=KE >F5=>: 2KAB02;5==KE 2 @0=3>2KE H:0;0E}, booktitle = {0B5<0B8:0. ><?LNB5@. 1@07>20=85. XII <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2}, year = {2005}, url = {http://strijov.com/papers/macoed05_2.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov05mmro" class="entry"> <td> !B@86>2 .. <i>>8A: <>45;8 >?B8<0;L=>9 A;>6=>AB8 2 7040G0E =5;8=59=>9 @53@5AA88</i>&nbsp;// 0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2 ( -12). >:;04K XII 2A5@>AA89A:>9 :>=D5@5=F88,&nbsp;2005&nbsp;:&nbsp;190-191. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov05mmro','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov05mmro','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/strijov05mmro.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov05mmro" class="abstract noshow"> <td><b>Abstract</b>: (8@>:>5 ?@0:B8G5A:>5 ?@8<5=5=85 <5B>4>2 =5;8=59=>9 >?B8<870F88 2 @53@5AA8>==>< 0=0;875 ?>43>B>28;> 107C 4;O A>740=8O 0;3>@8B<>2 A8=B570 @53@5AA8>==KE <>45;59. 0AA<0B@8205BAO ?@>F54C@0 ?>8A:0 >?B8<0;L=>9 @53@5AA8>==>9 <>45;8 2 :;0AA5 <>45;59, >?@545;5==>< AC?5@?>78F8O<8 3;04:8E DC=:F89 87 7040==>3> <=>65AB20. ;O ?>8A:0 8A?>;L7CNBAO 0;3>@8B<K 35=5B8G5A:>9 >?B8<870F88. 0@0<5B@K <>45;59 >F5=820NBAO A ?><>ILN <5B>4>2 =5;8=59=>9 >?B8<870F88.</td> </tr><tr id="bib_strijov05mmro" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov05mmro, author = {!B@86>2, .~.}, title = {>8A: <>45;8 >?B8<0;L=>9 A;>6=>AB8 2 7040G0E =5;8=59=>9 @53@5AA88}, booktitle = {0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2 ( -12). >:;04K XII 2A5@>AA89A:>9 :>=D5@5=F88}, year = {2005}, pages = {190-191}, url = {http://strijov.com/papers/strijov05mmro.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov05macoed" class="entry"> <td> !B@86>2 .., (0:8= .. <i>K1>@ >?B8<0;L=>9 @53@5AA8>==>9 <>45;8</i>&nbsp;// 0B5<0B8:0. ><?LNB5@. 1@07>20=85. XII <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2,&nbsp;2005. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov05macoed','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov05macoed','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/macoed05_1.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov05macoed" class="abstract noshow"> <td><b>Abstract</b>: (8@>:>5 ?@0:B8G5A:>5 ?@8<5=5=85 <5B>40 =5;8=59=>9 >?B8<870F88 525=15@30-0@:20@4B0 2 @53@5AA8>==>< 0=0;875 A>740;> 107C 4;O @07@01>B:8 0;3>@8B<>2 A8=B570 @53@5AA8>==KE <>45;59, ?>;CG5==KE ?CB5< :><?>78F88 3;04:8E DC=:F89. ;3>@8B<, >?8A0==K9 =865, >A=>20= =0 <5B>45 3@C??>2>3> CG5B0 0@3C<5=B>2 . . 20E=5=:></td> </tr><tr id="bib_strijov05macoed" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov05macoed, author = {!B@86>2, .~. and (0:8=, .~.}, title = {K1>@ >?B8<0;L=>9 @53@5AA8>==>9 <>45;8}, booktitle = {0B5<0B8:0. ><?LNB5@. 1@07>20=85. XII <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2}, year = {2005}, url = {http://strijov.com/papers/macoed05_1.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov03index" class="entry"> <td><h2>2003</h2> Strijov V., Shakin V. <i>Index construction: the expert-statistical method</i>&nbsp;// Environmental research, engineering and management,&nbsp;2003, 26(4)&nbsp;:&nbsp;51-55. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov03index','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov03index','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/10-v_strijov.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov03index" class="abstract noshow"> <td><b>Abstract</b>: This paper deals with the index construction and presents a new technique that involves expert estimations of object indices as well as feature significance weights. An index is calculated as a linear combination of the object's features. Non-supervised methods of the index construction are observed to be compared with the new method. Experts can estimate the index and verify the results. The results are precise valid indices and the reasoned expert estimations. This technique was used in various economical, sociological, and ecological applications. This paper introduces a method of multivariate regression model construction. Here an integral indicator is a regression model with applied restrictions.</td> </tr><tr id="bib_strijov03index" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{strijov03index, author = {Strijov, V. and Shakin, V.}, title = {Index construction: the expert-statistical method}, journal = {Environmental research, engineering and management}, year = {2003}, volume = {26}, number = {4}, pages = {51-55}, url = {http://strijov.com/papers/10-v_strijov.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov03siid" class="entry"> <td> Strijov V., Shakin V. <i>Index construction: the expert-statistical method</i>&nbsp;// SIID-2003 international conference proceedings,&nbsp;2003&nbsp;:&nbsp;56-57. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov03siid','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov03siid','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/siid03.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov03siid" class="abstract noshow"> <td><b>Abstract</b>: There are lots of ways to construct indices. However, when algorithms are chosen and some results obtained, the following question arises: How to show adequacy of the calculated indices? To answer the question analysts invite experts. The experts express their opinion and then the second question arises: How to show that expert estimations are valid?</td> </tr><tr id="bib_strijov03siid" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov03siid, author = {Strijov, V. and Shakin, V.}, title = {Index construction: the expert-statistical method}, booktitle = {SIID-2003 international conference proceedings}, year = {2003}, pages = {56-57}, url = {http://strijov.com/papers/siid03.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov03prognoz" class="entry"> <td> !B@86>2 .., (0:8= .. <i>@>3=>7 8 C?@02;5=85 2 02B>@53@5AA8>==KE <>45;OE</i>&nbsp;// 0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2 ( -11). >:;04K XI 2A5@>AA89A:>9 :>=D5@5=F88,&nbsp;2003&nbsp;:&nbsp;178-181. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov03prognoz','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov03prognoz','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/mmro11.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov03prognoz" class="abstract noshow"> <td><b>Abstract</b>: 5:B>@=K5 02B>@53@5AA8>==K5 <>45;8 8 <>45;8 =0 >A=>25 >4=>2@5<5==KE C@02=5=89 O2;ONBAO MDD5:B82=K<8 8=AB@C<5=B0<8 <0:@>M:>=><8G5A:>3> 0=0;870. 0=55 1K;0 ?>AB@>5=0 <>45;L :@0B:>A@>G=>3> ?@>3=>70 >A=>2=KE <0:@>M:>=><8G5A:8E ?>:070B5;59 @>AA89A:>9 M:>=><8:8 A 8A?>;L7>20=85< A8AB5<K ;8=59=KE >4=>2@5<5==KE C@02=5=89.  40==>9 @01>B5 4;O ?@>3=>70 8A?>;L7C5BAO 25:B>@=>-02B>@53@5AA8>==0O <>45;L, A>AB02;5==0O B0:8< >1@07><, GB> 7=0G5=8O ?@>3=>7=>9 DC=:F88 7028AOB =5 B>;L:> >B M:7>35==KE, AF5=0@=KE 2>7459AB289, => 8, 2 G0AB=>AB8, >B F5;52>3> C?@02;5=8O. >20O <>45;L ?>72>;O5B =09B8 >?B8<0;L=K5 C?@02;ONI85 2>7459AB28O 8 A?@>3=>78@>20BL A>AB>O=85 >1J5:B0 C?@02;5=8O ?@8 >?B8<0;L=>< C?@02;5=88.</td> </tr><tr id="bib_strijov03prognoz" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov03prognoz, author = {!B@86>2, .~. and (0:8=, .~.}, title = {@>3=>7 8 C?@02;5=85 2 02B>@53@5AA8>==KE <>45;OE}, booktitle = {0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2 ( -11). >:;04K XI 2A5@>AA89A:>9 :>=D5@5=F88}, year = {2003}, pages = {178-181}, url = {http://strijov.com/papers/mmro11.pdf} } </pre></td> </tr> <!-----------> <tr id="aivazian03macro" class="entry"> <td> 9207O= !.., !B@86>2 .., (0:8= .. <i>1 >4=>9 7040G5 <0:@>M:>=><8G5A:>3> C?@02;5=8O</i>,&nbsp;2003. <i><b>TechReport</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('aivazian03macro','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('aivazian03macro','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/macro1.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_aivazian03macro" class="abstract noshow"> <td><b>Abstract</b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td> </tr><tr id="bib_aivazian03macro" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @techreport{aivazian03macro, author = {9207O=, !.~. and !B@86>2, .~. and (0:8=, .~.}, title = {1 >4=>9 7040G5 <0:@>M:>=><8G5A:>3> C?@02;5=8O}, year = {2003}, url = {http://strijov.com/papers/macro1.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov02preprint" class="entry"> <td><h2>2002</h2> !B@86>2 .. <i>!>3;0A>20=85 M:A?5@B=KE >F5=>: 4;O 18>A8AB5< 2 M:AB@5<0;L=KE CA;>28OE</i>. .:~&~ ,&nbsp;2002. <i><b>Book</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('strijov02preprint','bibtex')">BibTeX</a>] [<a href="strijov280502.pdf" target="_blank">URL</a>]</p> </td> </tr><tr id="bib_strijov02preprint" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @book{strijov02preprint, author = {!B@86>2, .~.}, title = {!>3;0A>20=85 M:A?5@B=KE >F5=>: 4;O 18>A8AB5< 2 M:AB@5<0;L=KE CA;>28OE}, publisher = {.:~&~ }, year = {2002}, url = {strijov280502.pdf} } </pre></td> </tr> <!-----------> <tr id="molak02usa" class="entry"> <td> >;0: ., !B@86>2 .., (0:8= .. <i>8>B>-8=45:A M;5:B@>AB0=F89 !(</i>&nbsp;// 0B5<0B8:0. ><?LNB5@. 1@07>20=85. IX <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2,&nbsp;2002&nbsp;:&nbsp;292. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('molak02usa','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('molak02usa','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/kimacoed.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_molak02usa" class="abstract noshow"> <td><b>Abstract</b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x, SO2, 2725H5==K<8 G0AB8F0<8, ?0@0<8 @BCB8 8 4@C38<8 B>:A8G5A:8<8 25I5AB20<8, A :>;8G5AB2>< 8 B8?>< >?0A=KE >BE>4>2 ?@>872>4AB20 M=5@388, B8?>< B>?;820, :>B>@>5 8A?>;L7C5BAO 2 ?@>872>4AB25 M;5:B@8G5A:>9 M=5@388. #G8BK20NBAO M:>;>38G5A:85 MDD5:BK, :0:-B>: =03@520=85 >:@C60NI59 A@54K, :8A;>B=K9 4>64L, 2>7459AB285 =0 >75@0 8 4@C385 M:>A8AB5<K, =0 :C;LBC@=>5 =0A;5485, :0B0AB@>D8G5A:89 ?>B5=F80;, =0?@8<5@, C 0B><=>9 M;5:B@>AB0=F88 8;8 1>;LH>9 40<1K, 8 B.4.</td> </tr><tr id="bib_molak02usa" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{molak02usa, author = {>;0:, . and !B@86>2, .~. and (0:8=, .~.}, title = {8>B>-8=45:A M;5:B@>AB0=F89 !(}, booktitle = {0B5<0B8:0. ><?LNB5@. 1@07>20=85. IX <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2}, year = {2002}, pages = {292}, url = {http://strijov.com/papers/kimacoed.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov02ioi" class="entry"> <td> !B@86>2 .., (0:8= .. <i>!>3;0A>20=85 M:A?5@B=KE >F5=>: 2 @0=3>2KE H:0;0E</i>&nbsp;// =B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88. "578AK 4>:;04>2 564C=0@>4=>9 =0CG=>9 :>=D5@5=F88,&nbsp;2002&nbsp;:&nbsp;82-83. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov02ioi','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov02ioi','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/ioi2002.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov02ioi" class="abstract noshow"> <td><b>Abstract</b>: @54;0305BAO <5B>4, ?>72>;ONI89 ?>;CG8BL =5?@>B82>@5G82K5 >F5=:8 >1J5:B>2 8 ?>:070B5;59, ?@8 CA;>288, GB> A M:A?5@B=K<8 >F5=:0<8 @07@5H5=K ;N1K5 ?@5>1@07>20=8O, A>E@0=ONI85 ?>@O4>:.</td> </tr><tr id="bib_strijov02ioi" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov02ioi, author = {!B@86>2, .~. and (0:8=, .~.}, title = {!>3;0A>20=85 M:A?5@B=KE >F5=>: 2 @0=3>2KE H:0;0E}, booktitle = {=B5;;5:BC0;870F8O >1@01>B:8 8=D>@<0F88. "578AK 4>:;04>2 564C=0@>4=>9 =0CG=>9 :>=D5@5=F88}, year = {2002}, pages = {82-83}, url = {http://strijov.com/papers/ioi2002.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov02macoed" class="entry"> <td> !B@86>2 .., (0:8= .. <i>!>3;0A>20=85 M:A?5@B=KE >F5=>: 2 @0=3>2KE H:0;0E</i>&nbsp;// 0B5<0B8:0. ><?LNB5@. 1@07>20=85. IX <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2,&nbsp;2002&nbsp;:&nbsp;148. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov02macoed','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov02macoed','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/MaCoEd2002.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov02macoed" class="abstract noshow"> <td><b>Abstract</b>: 0AA<>B@5=0 7040G0 A>3;0A>20=8O M:A?5@B=KE >F5=>: ?@8 0=0;875 MDD5:B82=>AB8 C?@02;5=8O 70?>254=8:0<8. 064K9 >1J5:B (70?>254=8:) <>6=> >F5=8BL 42C<O ?CBO<8: =5?>A@54AB25==> G5@57 M:A?5@B=CN >F5=:C 8 G5@57 2725H5==CN AC<<C 7=0G5=89 ?>:070B5;59 >1J5:B0, 345 25A0 >?@545;ONBAO M:A?5@B=K<8 >F5=:0<8 ?>:070B5;59.  >1I5< A;CG05 MB8 >F5=:8 @07;8G=K. ?8A0= <5B>4, ?>72>;ONI89 ?>;CG8BL =5?@>B82>@5G82K5 >F5=:8 >1J5:B>2 8 ?>:070B5;59 ?@8 B>< CA;>288, GB> M:A?5@B0<8 2KAB02;5=K >F5=:8 >1J5:B>2 8 ?>:070B5;59 A B>G=>ABLN 4> ;N1KE ?@5>1@07>20=89, A>E@0=ONI8E ?>@O4>: <=>65AB20 >F5=>:.</td> </tr><tr id="bib_strijov02macoed" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov02macoed, author = {!B@86>2, .~. and (0:8=, .~.}, title = {!>3;0A>20=85 M:A?5@B=KE >F5=>: 2 @0=3>2KE H:0;0E}, booktitle = {0B5<0B8:0. ><?LNB5@. 1@07>20=85. IX <564C=0@>4=0O :>=D5@5=F8O. "578AK 4>:;04>2}, year = {2002}, pages = {148}, url = {http://strijov.com/papers/MaCoEd2002.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov02phdreferat" class="entry"> <td> !B@86>2 .. <i>!>3;0A>20=85 M:A?5@B=KE >F5=>: ?@8 ?>AB@>5=88 8=B53@0;L=KE 8=48:0B>@>2 (02B>@5D5@0B)</i>. KG8A;8B5;L=K9 F5=B@ ,&nbsp;2002&nbsp;:&nbsp;24. <i><b>PhdThesis</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov02phdreferat','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov02phdreferat','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/concorda.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov02phdreferat" class="abstract noshow"> <td><b>Abstract</b>:  40==>9 @01>B5 >?8A0=> B@8 ?>4E>40 : ?>AB@>5=8N 8=B53@0;L=>3> 8=48:0B>@0. ! ?><>ILN ?@>F54C@K ?>AB@>5=8O 8=B53@0;L=>3> 8=48:0B>@0 157 CG8B5;O 1K; ?>;CG5= 8=B53@0;L=K9 8=48:0B>@, :>B>@K9, ?> <=5=8N M:A?5@B>2, >:070;AO =5C4>2;5B2>@8B5;L=K<. !>3;0A=> 2B>@><C ?>4E>4C, 8=B53@0;L=K9 8=48:0B>@ AB@>8;AO A CG8B5;5<, :0: 2725H5==0O AC<<0 87<5@5=89 ?>:070B5;59 :064>3> >1J5:B0. >-2848<><C, 25A0 =07=0G0;8AL =525@=>, GB> B0:65 ?@82>48;> : @57C;LB0B0<, A?>@=K< A B>G:8 7@5=8O M:A?5@B>2. @54;0305<K9 ?>4E>4 8<55B F5;LN A>3;0A>20BL M:A?5@B=K5 >F5=:8 8 70:;NG05BAO 2 ?>8A:5 :><?@><8AA=>3> @5H5=8O. !>3;0A=> MB><C ?>4E>4C, M:A?5@B0< ?@54>AB02;O5BAO 2>7<>6=>ABL @07@5H8BL ?@>B82>@5G85 <564C 8=B53@0;L=K<8 8=48:0B>@0<8 >1J5:B>2, 25A0<8 ?>:070B5;59 8 87<5@O5<K<8 40==K<8.</td> </tr><tr id="bib_strijov02phdreferat" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @phdthesis{strijov02phdreferat, author = {!B@86>2, .~.}, title = {!>3;0A>20=85 M:A?5@B=KE >F5=>: ?@8 ?>AB@>5=88 8=B53@0;L=KE 8=48:0B>@>2 (02B>@5D5@0B)}, school = {KG8A;8B5;L=K9 F5=B@ }, year = {2002}, pages = {24}, note = {2B>@5D5@0B}, url = {http://strijov.com/papers/concorda.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov02phdthesis" class="entry"> <td> !B@86>2 .. <i>!>3;0A>20=85 M:A?5@B=KE >F5=>: ?@8 ?>AB@>5=88 8=B53@0;L=KE 8=48:0B>@>2</i>. KG8A;8B5;L=K9 F5=B@ ,&nbsp;2002&nbsp;:&nbsp;24. <i><b>PhdThesis</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov02phdthesis','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov02phdthesis','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/concorda.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov02phdthesis" class="abstract noshow"> <td><b>Abstract</b>: !B@C:BC@0 48AA5@B0F88. > 22545=88 >?8A0=0 0:BC0;L=>ABL 8 F5;8 @01>BK. @82545= >17>@ ;8B5@0BC@K, ?>A2OI5==>9 40==>9 B5<0B8:5.  ?5@2>< @0745- ;5 >?8A0=K 8725AB=K5 A?>A>1K =0E>645=8O 8=B53@0;L=>3> 8=48:0B>@0 157 >1CG0- NI59 2K1>@:8. > 2B>@>< @0745;5 >?8A0=K ?@54;>65==K5 ?@>F54C@K A>3;0A>20=8O M:A?5@B=KE >F5=>: 8 @53C;O@870F88 >?5@0B>@0, >B>1@060NI53> 25:B>@ 87 ?@>AB@0=AB20 M:A?5@B=KE >F5=>: 25A>2 ?>:070B5;59 2 ?@>AB@0=AB2> 8=B53@0;L=KE 8=48:0B>@>2.  B@5BL5< @0745;5 >?8A0=0 ?@54;>65==0O <>45;L C?@02;5=8O A >1@0B=>9 A2O7LN, 2 @0<:0E :>B>@>9 >F5=8205BAO MDD5:B82=>ABL @01>BK 70?>254=8:>2 8 >?8A0=K @57C;LB0BK 2KG8A;5=8O 8=B53@0;L=>3> 8=48:0B>@0 A 8A?>;L7>20=85< 40==KE 5653>4=KE >BG5B>2 70?>254=8:>2 8 M:A?5@B=KE >F5=>:. '5B25@BK9 @0745; ?>A2OI5= >1AC645=8N ?@>F54C@ =0E>645=8O 8=B53@0;L=KE 8=48:0B>@>2 8 ?>;CG5==KE @57C;LB0B>2.  70:;NG5=88 ?>42545=K 8B>38 @01>BK ?> >F5=:5 MDD5:B82=>AB8 C?@02;5=8O 70?>254=8:0<8.</td> </tr><tr id="bib_strijov02phdthesis" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @phdthesis{strijov02phdthesis, author = {!B@86>2, .~.}, title = {!>3;0A>20=85 M:A?5@B=KE >F5=>: ?@8 ?>AB@>5=88 8=B53@0;L=KE 8=48:0B>@>2}, school = {KG8A;8B5;L=K9 F5=B@ }, year = {2002}, pages = {24}, url = {http://strijov.com/papers/concorda.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov02RnDelektron" class="entry"> <td> Strijov V. <i>;0=8@>20=85 @07@01>B:8 M;5:B@>==KE CAB@>9AB2</i>,&nbsp;2002&nbsp;:&nbsp;2. <i><b>TechReport</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('strijov02RnDelektron','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/RnD_elektron.pdf" target="_blank">URL</a>]</p> </td> </tr><tr id="bib_strijov02RnDelektron" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @techreport{strijov02RnDelektron, author = {Strijov, V.}, title = {;0=8@>20=85 @07@01>B:8 M;5:B@>==KE CAB@>9AB2}, year = {2002}, pages = {2}, url = {http://strijov.com/papers/RnD_elektron.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov02effect1" class="entry"> <td> !B@86>2 .., A>02B. <i>-;5<5=BK <5B>4>;388 >F5=:8 MDD5:B82=>AB8 2C7>2A:>9 =0C:8. '0ABL~1.</i>,&nbsp;2002&nbsp;:&nbsp;7. <i><b>TechReport</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov02effect1','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov02effect1','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/part1ver1.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov02effect1" class="abstract noshow"> <td><b>Abstract</b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td> </tr><tr id="bib_strijov02effect1" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @techreport{strijov02effect1, author = {!B@86>2, .~. and A>02B.}, title = {-;5<5=BK <5B>4>;388 >F5=:8 MDD5:B82=>AB8 2C7>2A:>9 =0C:8. '0ABL~1.}, year = {2002}, pages = {7}, url = {http://strijov.com/papers/part1ver1.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov02effect2" class="entry"> <td> !B@86>2 .., A>02B. <i>-;5<5=BK <5B>4>;388 >F5=:8 MDD5:B82=>AB8 2C7>2A:>9 =0C:8. '0ABL~2.</i>,&nbsp;2002&nbsp;:&nbsp;7. <i><b>TechReport</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov02effect2','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov02effect2','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/part2ver2.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov02effect2" class="abstract noshow"> <td><b>Abstract</b>: F5=:0 MDD5:B82=>AB8 =0CG=KE @01>B 2C7>2 2 40==>9 @01>B5 DC=:F8>=0;L=> A2O7K205BAO A F5;52K< 8 MDD5:B82=K< 8A?>;L7>20=85< A@54AB2 D545@0;L=>3> 1N465B0 8 2=51N465B=KE 8AB>G=8:>2 2KAH8<8 CG51=K<8 702545=8O<8 8 =0CG=K<8 >@30=870F8O<8 8=8AB5@AB20 >1@07>20=8O >AA89A:>9 $545@0F88. C7>2A:0O =0C:0 ?@54AB02;O5B A>1>9 A;>6=CN A>F80;L=>- M:>=><8G5A:CN A8AB5<C. F5=:C =0CG=>-8AA;54>20B5;LA:>9 @01>BK 2C70, ?> <=5=8N 02B>@>2, A;54C5B ?@>2>48BL 8A:;NG8B5;L=> ?> @57C;LB0B0< ?@>2545==KE 2C7>< 8AA;54>20=89.</td> </tr><tr id="bib_strijov02effect2" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @techreport{strijov02effect2, author = {!B@86>2, .~. and A>02B.}, title = {-;5<5=BK <5B>4>;388 >F5=:8 MDD5:B82=>AB8 2C7>2A:>9 =0C:8. '0ABL~2.}, year = {2002}, pages = {7}, url = {http://strijov.com/papers/part2ver2.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov02ranks" class="entry"> <td> !B@86>2 .., (0:8= .. <i> 0=68@>20=85 >1J5:B>2 2 @07=>@>4=KE H:0;0E</i>,&nbsp;2002&nbsp;:&nbsp;8. <i><b>TechReport</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('strijov02ranks','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/multiscales_indicatros.pdf" target="_blank">URL</a>]</p> </td> </tr><tr id="bib_strijov02ranks" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @techreport{strijov02ranks, author = {!B@86>2, .~. and (0:8=, .~.}, title = { 0=68@>20=85 >1J5:B>2 2 @07=>@>4=KE H:0;0E}, year = {2002}, pages = {8}, url = {http://strijov.com/papers/multiscales_indicatros.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov01clustering" class="entry"> <td><h2>2001</h2> Strijov V., Shakin V. <i>An algorithm for clustering of the phase trajectory of a dynamic system</i>&nbsp;// Mathematical Communications, Supplement,&nbsp;2001, 1&nbsp;:&nbsp;159-165. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov01clustering','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov01clustering','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/koi2000a.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov01clustering" class="abstract noshow"> <td><b>Abstract</b>: This paper describes an algorithm of quantitative analysis of the dynamic system behavior. The system behavior is represented as a multivariate phase trajectory. The algorithm clusters the trajectory to satisfy the requirement of the local space dimension. The set of the clusters is represented as an unbalanced tree. The phase trajectory of the Lorenz attractor is examined as a test problem to demonstrate the algorithm. The analysis is intended to describe the behavior of various living systems. The method of the space reduction for the piecewise linear regression models was proposed.</td> </tr><tr id="bib_strijov01clustering" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{strijov01clustering, author = {Strijov, V. and Shakin, V.}, title = {An algorithm for clustering of the phase trajectory of a dynamic system}, journal = {Mathematical Communications, Supplement}, year = {2001}, volume = {1}, pages = {159-165}, url = {http://strijov.com/papers/koi2000a.pdf} } </pre></td> </tr> <!-----------> <tr id="karioukhin01model" class="entry"> <td> 0@NE8= -.., (0:8= .., !B@86>2 .., 0BN=8= .!., 730G520 ".!., 070:>20 ".. <i>0B5<0B8G5A:>5 <>45;8@>20=85 35@>=B>;>38G5A:>9 ?>445@6820NI59 >@30=870F88</i>&nbsp;// ;8=8G5A:0O 35@>=B>;>38O. 0CG=>-?@0:B8G5A:89 @5F5=78@C5<K9 6C@=0;. .: LN480<54,&nbsp;2001, 7(8)&nbsp;:&nbsp;89. <i><b>Article</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('karioukhin01model','bibtex')">BibTeX</a>]</p> </td> </tr><tr id="bib_karioukhin01model" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{karioukhin01model, author = {0@NE8=, -.~. and (0:8=, .~. and !B@86>2, .~. and 0BN=8=, .~!. and 730G520, ".~!. and 070:>20, ".~.}, title = {0B5<0B8G5A:>5 <>45;8@>20=85 35@>=B>;>38G5A:>9 ?>445@6820NI59 >@30=870F88}, journal = {;8=8G5A:0O 35@>=B>;>38O. 0CG=>-?@0:B8G5A:89 @5F5=78@C5<K9 6C@=0;}, publisher = {.: LN480<54}, year = {2001}, volume = {7}, number = {8}, pages = {89} } </pre></td> </tr> <!-----------> <tr id="strijov01cbt" class="entry"> <td> !B@86>2 .. <i>@8<5=5=85 42C=0?02;5==KE <8:@>AE5< CBT</i>&nbsp;// !E5<>B5E=8:0,&nbsp;2001, 2&nbsp;:&nbsp;18-19. <i><b>Article</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('strijov01cbt','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/cbt.pdf" target="_blank">URL</a>]</p> </td> </tr><tr id="bib_strijov01cbt" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{strijov01cbt, author = {!B@86>2, .~.}, title = {@8<5=5=85 42C=0?02;5==KE <8:@>AE5< CBT}, journal = {!E5<>B5E=8:0}, year = {2001}, volume = {2}, pages = {18-19}, url = {http://strijov.com/papers/cbt.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov01cmos" class="entry"> <td> !B@86>2 .. <i>(8==K5 AB018;870B>@K 4;O <8:@>AE5< </i>&nbsp;// !E5<>B5E=8:0,&nbsp;2001, 2&nbsp;:&nbsp;20-21. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov01cmos','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov01cmos','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/kmop.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov01cmos" class="abstract noshow"> <td><b>Abstract</b>: '0AB> 2AB@5G0NI0OAO ?@>1;5<0 ?@8 A>740=88 F8D@>2KE AE5<  =0;8G85 2E>4>2, =0 :>B>@KE =5B A83=0;0, 8;8 =0 :>B>@KE 2E>4=>9 A83=0; 87<5=O5BAO A;8H:>< <54;5==>. @8 8A?>;L7>20=88 <8:@>AE5<  8 8, >AB02;5==K5 157 ?>4:;NG5=8O 2E>4K <>3CB 2K720BL MDD5:B >AF8;;OF88, ?@8G5< ?>B@51;5=85 B>:0 ?@8 MB>< >G5=L A8;L=> C25;8G8205BAO. ;O <8:@>AE5< A5@88 "" >AB02;5==K9 A2>1>4=K< 2E>4 =5 O2;O5BAO >1J5:B>< @8A:0  =0 2E>40E "" CAB0=02;8205BAO CAB>9G820O ;>38G5A:0O 548=8F0. E>4 <8:@>AE5<  8<55B >G5=L 2KA>:>5 A>?@>B82;5=85 8 B@C4=> 70@0=55 ?@54A:070BL, :0: <8:@>AE5<0 1C45B @5038@>20BL =0 >BACBAB285 A83=0;0, 5A;8 =5B 45B0;L=>9 AE5<K 2E>40 <8:@>AE5<K.</td> </tr><tr id="bib_strijov01cmos" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{strijov01cmos, author = {!B@86>2, .~.}, title = {(8==K5 AB018;870B>@K 4;O <8:@>AE5< }, journal = {!E5<>B5E=8:0}, year = {2001}, volume = {2}, pages = {20-21}, url = {http://strijov.com/papers/kmop.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov01live" class="entry"> <td> !B@86>2 .. <i>>4:;NG5=85 <>4C;59 : @01>B0NI5<C CAB@>9AB2C</i>&nbsp;// !E5<>B5E=8:0,&nbsp;2001, 5&nbsp;:&nbsp;15-18. <i><b>Article</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('strijov01live','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/s15-18.pdf" target="_blank">URL</a>]</p> </td> </tr><tr id="bib_strijov01live" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{strijov01live, author = {!B@86>2, .~.}, title = {>4:;NG5=85 <>4C;59 : @01>B0NI5<C CAB@>9AB2C}, journal = {!E5<>B5E=8:0}, year = {2001}, volume = {5}, pages = {15-18}, url = {http://strijov.com/papers/s15-18.pdf} } </pre></td> </tr> <!-----------> <tr id="matunin01ccas" class="entry"> <td> 0BN=8= .!., 730G520 ".!., 070:>20 ".., 0@NE8= -.., !B@86>2 .., (0:8= .. <i>0B5<0B8G5A:>5 <>45;8@>20=85 8 8=D>@<0F8>==0O ?>445@6:0 35@>=B>;>38G5A:8E >@30=870F89</i>. .:~&~ ,&nbsp;2001&nbsp;:&nbsp;79. <i><b>Book</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('matunin01ccas','bibtex')">BibTeX</a>]</p> </td> </tr><tr id="bib_matunin01ccas" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @book{matunin01ccas, author = {0BN=8=, .~!. and 730G520, ".~!. and 070:>20, ".~. and 0@NE8=, -.~. and !B@86>2, .~. and (0:8=, .~.}, title = {0B5<0B8G5A:>5 <>45;8@>20=85 8 8=D>@<0F8>==0O ?>445@6:0 35@>=B>;>38G5A:8E >@30=870F89}, publisher = {.:~&~ }, year = {2001}, pages = {79} } </pre></td> </tr> <!-----------> <tr id="molak01kioto" class="entry"> <td> Molak V., Shakin V., Strijov V. <i>Kyoto Index for the Power Plants in the USA</i>&nbsp;// The 3-rd Moscow International Conference On Operations Research (ORM2001),&nbsp;2001&nbsp;:&nbsp;80. <i><b>InProceedings</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('molak01kioto','bibtex')">BibTeX</a>]</p> </td> </tr><tr id="bib_molak01kioto" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{molak01kioto, author = {Molak, V. and Shakin, V. and Strijov, V.}, title = {Kyoto Index for the Power Plants in the USA}, booktitle = {The 3-rd Moscow International Conference On Operations Research (ORM2001)}, year = {2001}, pages = {80} } </pre></td> </tr> <!-----------> <tr id="tikunov01gis" class="entry"> <td> C10@528G .., "8:C=>2 .C., @5?5F .., !B@86>2 .., (0:8= .. <i>=>3>20@80=B=K5 <5B>4K 8=B53@0;L=>9 >F5=:8 @0728B8O G5;>25G5A:>3> ?>B5=F80;0 2 @538>=0E >AA89A:>9 $545@0F88</i>&nbsp;// ! 4;O CAB>9G82>3> @0728B8O B5@@8B>@89. 0B5@80;K 564C=0@>4=>9 :>=D5@5=F88,&nbsp;2001&nbsp;:&nbsp;84-105. <i><b>InProceedings</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('tikunov01gis','bibtex')">BibTeX</a>]</p> </td> </tr><tr id="bib_tikunov01gis" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{tikunov01gis, author = {C10@528G, .~. and "8:C=>2, .~C. and @5?5F, .~. and !B@86>2, .~. and (0:8=, .~.}, title = {=>3>20@80=B=K5 <5B>4K 8=B53@0;L=>9 >F5=:8 @0728B8O G5;>25G5A:>3> ?>B5=F80;0 2 @538>=0E >AA89A:>9 $545@0F88}, booktitle = {! 4;O CAB>9G82>3> @0728B8O B5@@8B>@89. 0B5@80;K 564C=0@>4=>9 :>=D5@5=F88}, year = {2001}, pages = {84-105} } </pre></td> </tr> <!-----------> <tr id="strijov01mmro" class="entry"> <td> !B@86>2 .., (0:8= .. <i>!>3;0A>20=85 M:A?5@B=KE >F5=>:</i>&nbsp;// 0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2 ( -10), >:;04K X~2A5@>AA89A:>9 :>=D5@5=F88,&nbsp;2001&nbsp;:&nbsp;137-138. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov01mmro','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov01mmro','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/mmro10.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov01mmro" class="abstract noshow"> <td><b>Abstract</b>: 0AA<>B@5=0 7040G0 A>3;0A>20=8O M:A?5@B=KE >F5=>:. 040=0 <0B@8F0 87<5@5=89 ?>:070B5;59 >1J5:B>2. 064><C >1J5:BC ?>AB02;5=0 2 A>>B25BAB285 M:A?5@B=0O >F5=:0 0 :064><C ?>:070B5;N ?>AB02;5=0 2 A>>B25BAB285 M:A?5@B=0O >F5=:0. 1J5:BK <>6=> >F5=8BL 42C<O ?CBO<8: =5?>A@54AB25==> G5@57 8AE>4=CN M:A?5@B=CN >F5=:C 8 G5@57 2725H5==CN AC<<C ?>:070B5;59 >1J5:B0.  >1I5< A;CG05 MB8 >F5=:8 @07;8G=K. CABL 4;O 40==>3> ;8=59=>3> >?5@0B>@0 ACI5AB2C5B ?A524>>1@0B=K9 >?5@0B>@. ">340, A ?><>ILN 8AE>4=>9 M:A?5@B=>9 >F5=:8 >1J5:B>2 =0945< 25A0 ?>:070B5;59. F5=8< AB5?5=L @07=>3;0A8O 8AE>4=KE 8 2KG8A;5==KE >F5=>:.</td> </tr><tr id="bib_strijov01mmro" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov01mmro, author = {!B@86>2, .~. and (0:8=, .~.}, title = {!>3;0A>20=85 M:A?5@B=KE >F5=>:}, booktitle = {0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2 ( -10), >:;04K X~2A5@>AA89A:>9 :>=D5@5=F88}, year = {2001}, pages = {137-138}, url = {http://strijov.com/papers/mmro10.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov01cemi" class="entry"> <td> !B@86>2 .., (0:8= .., ;03>284>2 .. <i>!>3;0A>20=85 M:A?5@B=KE >F5=>: ?@8 0=0;875 MDD5:B82=>AB8 C?@02;5=8O 70?>254=8:0<8</i>&nbsp;// @8<5=5=85 <=>3><5@=>3> AB0B8AB8G5A:>3> 0=0;870 2 M:>=><8:5 8 >F5=:5 :0G5AB20. "578AK 4>:;04>2,&nbsp;2001&nbsp;:&nbsp;30. <i><b>InProceedings</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('strijov01cemi','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/cemi2001.pdf" target="_blank">URL</a>]</p> </td> </tr><tr id="bib_strijov01cemi" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov01cemi, author = {!B@86>2, .~. and (0:8=, .~. and ;03>284>2, .~.}, title = {!>3;0A>20=85 M:A?5@B=KE >F5=>: ?@8 0=0;875 MDD5:B82=>AB8 C?@02;5=8O 70?>254=8:0<8}, booktitle = {@8<5=5=85 <=>3><5@=>3> AB0B8AB8G5A:>3> 0=0;870 2 M:>=><8:5 8 >F5=:5 :0G5AB20. "578AK 4>:;04>2}, year = {2001}, pages = {30}, url = {http://strijov.com/papers/cemi2001.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov01clusteringrus" class="entry"> <td> !B@86>2 .., (0:8= .. <i>;3>@8B< :;0AB5@870F88 D07>2>9 B@05:B>@88 48=0<8G5A:8E A8AB5<</i>,&nbsp;2001&nbsp;:&nbsp;5. <i><b>TechReport</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov01clusteringrus','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov01clusteringrus','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/lorenz-ru.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov01clusteringrus" class="abstract noshow"> <td><b>Abstract</b>:  MB>9 @01>B5 >?8A0= 0;3>@8B< 4;O :0G5AB25==>3> 0=0;870 D07>2KE B@05:B>@89 48=0<8G5A:8E A8AB5<.</td> </tr><tr id="bib_strijov01clusteringrus" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @techreport{strijov01clusteringrus, author = {!B@86>2, .~. and (0:8=, .~.}, title = {;3>@8B< :;0AB5@870F88 D07>2>9 B@05:B>@88 48=0<8G5A:8E A8AB5<}, year = {2001}, pages = {5}, url = {http://strijov.com/papers/lorenz-ru.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov01ar" class="entry"> <td> !B@86>2 .., (0:8= .., ;03>284>2 .. <i>!>3;0A>20=85 M:A?5@B=KE >F5=>: ?@8 0=0;875 MDD5:B82=>AB8 C?@02;5=8O 70?>254=8:0<8</i>,&nbsp;2001&nbsp;:&nbsp;11. <i><b>TechReport</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov01ar','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov01ar','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/cemi01ar.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov01ar" class="abstract noshow"> <td><b>Abstract</b>: 0AA<>B@5=0 7040G0 A>3;0A>20=8O M:A?5@B=KE >F5=>:. 040=K <=>65AB2> >1J5:B>2 8 <=>65AB2> ?>:070B5;59. 064><C >1J5:BC 8 :064><C ?>:070B5;N ?>AB02;5=0 2 A>- >B25BAB285 M:A?5@B=0O >F5=:0. 040=0 <0B@8F0 87<5@5=89 >1J5:B>2 ?> 2A5< ?>:070B5;O<. 064K9 >1J5:B <>6=> >F5=8BL 42C<O ?CBO<8: =5?>A@54AB25==> G5@57 M:A?5@B=CN >F5=:C 8 G5@57 2725H5==CN AC<<C 7=0G5=89 ?>:070B5;59 >1J5:B0, 345 25A0 >?@545;ONBAO M:A?5@B=K<8 >F5=:0<8 ?>:070B5;59.  >1I5< A;CG05 MB8 >F5=:8 @07;8G=K. ?8A0= <5B>4, ?>72>;ONI89 ?>;CG8BL =5?@>B82>@5G82K5 M:A?5@B=K5 >F5=:8 >1J5:B>2 8 ?>:070B5;59. 5B>4 ?@>8;;NAB@8@>20= 7040G59 ?> >F5=:5 MDD5:B82=>AB8 @01>BK 70?>254=8:>2 >AA88.</td> </tr><tr id="bib_strijov01ar" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @techreport{strijov01ar, author = {!B@86>2, .~. and (0:8=, .~. and ;03>284>2, .~.}, title = {!>3;0A>20=85 M:A?5@B=KE >F5=>: ?@8 0=0;875 MDD5:B82=>AB8 C?@02;5=8O 70?>254=8:0<8}, year = {2001}, pages = {11}, note = {"5:AB 4>:;040}, url = {http://strijov.com/papers/cemi01ar.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov01model" class="entry"> <td> !B@86>2 .., (0:8= .., ;03>284>2 .. <i>>45;L C?@02;5=8O >A>1> >E@0=O5<K<8 ?@8@>4=K<8 B5@@8B>@8O<8</i>,&nbsp;2001&nbsp;:&nbsp;7. <i><b>TechReport</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov01model','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov01model','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/pamodel.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov01model" class="abstract noshow"> <td><b>Abstract</b>: 0AA<0B@8205BAO <>45;L C?@02;5=8O " A >1@0B=>9 A2O7LN 8 A 42C<O CG0AB=8:0<8 ?@>F5AA0 C?@02;5=8O  AC1J5:B>< 8 >1J5:B><. !C1J5:B C?@02;5=8O =07=0G05B F5;8 C?@02;5=8O, 8, 2 A>>B25BAB288 A MB8<8 F5;O<8 8 A A>AB>O=85< >1J5:B0 C?@02;5=8O, 2K18@05B >48= 87 <=>65AB20 4>?CAB8<KE 20@80=B>2 C?@02;5=8O. > 2@5<O ?@>F5AA0 C?@02;5=8O ?@>872>48BAO <>=8B>@8=3 ?>:070B5;59 >1J5:B0 C?@02;5=8O. 57C;LB0B>< <>=8B>@8=30 O2;ONBAO 40==K5, 7028AOI85 >B A>AB>O=8O >1J5:B0, 284 7028A8<>AB8 8725AB5=. ?8A0==0O <>45;L 8A?>;L7C5B 40==K5 5653>4=KE >BG5B>2 " 8 M:A?5@B=K5 >F5=:8 A>AB>O=8O ".</td> </tr><tr id="bib_strijov01model" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @techreport{strijov01model, author = {!B@86>2, .~. and (0:8=, .~. and ;03>284>2, .~.}, title = {>45;L C?@02;5=8O >A>1> >E@0=O5<K<8 ?@8@>4=K<8 B5@@8B>@8O<8}, year = {2001}, pages = {7}, note = { C:>?8AL}, url = {http://strijov.com/papers/pamodel.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov00cmosgen" class="entry"> <td><h2>2000</h2> !B@86>2 .. <i>5=5@0B>@K ?@O<>C3>;L=KE 8<?C;LA>2 =0 <8:@>AE5<0E </i>&nbsp;// !E5<>B5E=8:0,&nbsp;2000, 3&nbsp;:&nbsp;25-26. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov00cmosgen','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov00cmosgen','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/gen_prym.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov00cmosgen" class="abstract noshow"> <td><b>Abstract</b>: 0AA<>B@5=K 35=5@0B>@K  =0 :20@F52>< @57>=0B>@, AE5<0 =0 8=25@B>@5  8 :20@F52>< @57>=0B>@5, @01>B0 35=5@0B>@0 =0 1>;LH8E G0AB>B0E, 35=5@0B>@K, @01>B0NI85 =0 G0AB>B0E >15@B>=>2.</td> </tr><tr id="bib_strijov00cmosgen" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{strijov00cmosgen, author = {!B@86>2, .~.}, title = {5=5@0B>@K ?@O<>C3>;L=KE 8<?C;LA>2 =0 <8:@>AE5<0E }, journal = {!E5<>B5E=8:0}, year = {2000}, volume = {3}, pages = {25-26}, url = {http://strijov.com/papers/gen_prym.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov00lowvoltage" class="entry"> <td> !B@86>2 .. <i>>2545=85 <8:@>AE5< ?@8 ?>=865==>< =0?@O65=88 ?8B0=8O</i>&nbsp;// !E5<>B5E=8:0,&nbsp;2000, 2&nbsp;:&nbsp;32-33. <i><b>Article</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('strijov00lowvoltage','bibtex')">BibTeX</a>]</p> </td> </tr><tr id="bib_strijov00lowvoltage" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{strijov00lowvoltage, author = {!B@86>2, .~.}, title = {>2545=85 <8:@>AE5< ?@8 ?>=865==>< =0?@O65=88 ?8B0=8O}, journal = {!E5<>B5E=8:0}, year = {2000}, volume = {2}, pages = {32-33} } </pre></td> </tr> <!-----------> <tr id="strijov00pci" class="entry"> <td> !B@86>2 .. <i>!0<K9 ?@>AB>9 8=B5@D59A 4;O PCI</i>&nbsp;// !E5<>B5E=8:0,&nbsp;2000, 1&nbsp;:&nbsp;55-57. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov00pci','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov00pci','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/pci.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov00pci" class="abstract noshow"> <td><b>Abstract</b>: @8 >B;04:5 ?>;=>DC=:F8>=0;L=>3> 8=B5@D59A0 4;O H8=K PCI 206=> 7=0BL, :0: =0 ?@0:B8:5 @01>B05B 53> O4@>. !0<K9 ?@>AB>9 8=B5@D59A, :>B>@K9 <>65B ?@54AB02;OBL ?@0:B8G5A:89 8=B5@5A :0: A0<>AB>OB5;L=>5 CAB@>9AB2> 8;8 :0: AB0@B>2>5 CAB@>9AB2> 4;O 40;L=59H59 >B;04:8, <>6=> A45;0BL 4>2>;L=> 1KAB@>.</td> </tr><tr id="bib_strijov00pci" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{strijov00pci, author = {!B@86>2, .~.}, title = {!0<K9 ?@>AB>9 8=B5@D59A 4;O PCI}, journal = {!E5<>B5E=8:0}, year = {2000}, volume = {1}, pages = {55-57}, url = {http://strijov.com/papers/pci.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov00treevolt" class="entry"> <td> !B@86>2 .. <i>>38G5A:85 <8:@>AE5<K A =0?@O65=85< ?8B0=8O 3,3 </i>&nbsp;// !E5<>B5E=8:0,&nbsp;2000, 3&nbsp;:&nbsp;14-15. <i><b>Article</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov00treevolt','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov00treevolt','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/log_micro.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov00treevolt" class="abstract noshow"> <td><b>Abstract</b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td> </tr><tr id="bib_strijov00treevolt" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @article{strijov00treevolt, author = {!B@86>2, .~.}, title = {>38G5A:85 <8:@>AE5<K A =0?@O65=85< ?8B0=8O 3,3 }, journal = {!E5<>B5E=8:0}, year = {2000}, volume = {3}, pages = {14-15}, url = {http://strijov.com/papers/log_micro.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov00koi" class="entry"> <td> Strijov V., Shakin V. <i>An algorithm for clustering of the phase trajectory of a dynamic system</i>&nbsp;// 8-th International Conference on Operational Research, KOI-2000,&nbsp;2000&nbsp;:&nbsp;35. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov00koi','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov00koi','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/koi2000.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov00koi" class="abstract noshow"> <td><b>Abstract</b>: This paper describes an approach to quantitative analysis of multivariate dynamic system in phase space. The system is used as mathematical model for various living systems. The model is used in various applications. One of the related problems is to represent a phase trajectory as a sequence of clusters to classify the system's state.</td> </tr><tr id="bib_strijov00koi" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov00koi, author = {Strijov, V. and Shakin, V.}, title = {An algorithm for clustering of the phase trajectory of a dynamic system}, booktitle = {8-th International Conference on Operational Research, KOI-2000}, year = {2000}, pages = {35}, url = {http://strijov.com/papers/koi2000.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov99rggu" class="entry"> <td><h2>1999</h2> !B@86>2 .. <i>@>3@0<<=>5 >15A?5G5=85 4;O 8AA;54>20=8O D07>2KE B@05:B>@89</i>&nbsp;// @>1;5<K C?@02;5=8O 157>?0A=>ABLN A;>6=KE A8AB5<. 0B5@80;K VII <564C=0@>4=>9 :>=D5@5=F88,&nbsp;1999&nbsp;:&nbsp;156-157. <i><b>InProceedings</b></i> <p class="infolinks"> [<a href="javascript:toggleInfo('strijov99rggu','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/safety99.pdf" target="_blank">URL</a>]</p> </td> </tr><tr id="bib_strijov99rggu" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov99rggu, author = {!B@86>2, .~.}, title = {@>3@0<<=>5 >15A?5G5=85 4;O 8AA;54>20=8O D07>2KE B@05:B>@89}, booktitle = {@>1;5<K C?@02;5=8O 157>?0A=>ABLN A;>6=KE A8AB5<. 0B5@80;K VII <564C=0@>4=>9 :>=D5@5=F88}, year = {1999}, pages = {156-157}, url = {http://strijov.com/papers/safety99.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov99soft" class="entry"> <td> !B@86>2 .., (0:8= .. <i>@>3@0<<=>5 >15A?5G5=85 4;O 8AA;54>20=8O D07>2KE B@05:B>@89</i>&nbsp;// 0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2 ( -9). >:;04K IX 2A5@>AA89A:>9 :>=D5@5=F88,&nbsp;1999&nbsp;:&nbsp;227-230. <i><b>InProceedings</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov99soft','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov99soft','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/mmro9.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov99soft" class="abstract noshow"> <td><b>Abstract</b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td> </tr><tr id="bib_strijov99soft" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @inproceedings{strijov99soft, author = {!B@86>2, .~. and (0:8=, .~.}, title = {@>3@0<<=>5 >15A?5G5=85 4;O 8AA;54>20=8O D07>2KE B@05:B>@89}, booktitle = {0B5<0B8G5A:85 <5B>4K @0A?>7=020=8O >1@07>2 ( -9). >:;04K IX 2A5@>AA89A:>9 :>=D5@5=F88}, year = {1999}, pages = {227-230}, url = {http://strijov.com/papers/mmro9.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov97motorola" class="entry"> <td><h2>1997</h2> !B@86>2 .. <i>=B53@0;L=K5 AE5<K D8@<K >B>@>;0 4;O ?@8;>65=89 B5;52845=8O, 2845>, <C;LB8<5480 (>17>@)</i>. >A:20: Motorola GmbH,&nbsp;1997&nbsp;:&nbsp;75. <i><b>Book</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov97motorola','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov97motorola','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/motmult.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov97motorola" class="abstract noshow"> <td><b>Abstract</b>:  >17>@5 @0AA:07K205BAO >1 CAB@>9AB25 <C;LB8<5489=KE 8 2845> ?@81>@>2 8 >1 8=B53@0;L=KE AE5<0E, :>B>@K5 2 MB8E ?@81>@0E 8A?>;L7CNBAO. 17>@ ?>45;5= =0 =5A:>;L:> @0745;>2.  ?5@2>< @0745;5 >?8A0=K =5:>B>@K5 <C;LB8<5489=K5 ?@8;>65=8O.  >AB0;L=KE @0745;0E @0AA<0B@8205BAO 3@C??K 8=B53@0;L=KE AE5<, =0 :>B>@KE >A=>20=K <>4C;8 B5E 8;8 8=KE ?@81>@>2. 064K9 B0:>9 @0745; A>AB>8B 87 =51>;LH>3> 22545=8O, 2 :>B>@>< ?>:070=> <5AB> 8=B53@0;L=KE AE5< 2 <>4C;5. >A;5 22545=8O 84CB :@0B:85 >?8A0=8O A0<8E AE5<. A53> 2 >17>@5 2>A5<L @0745;>2: 2545=85, #AB@>9AB20 :>48@>20=8O 8 45:>48@>20=8O, ! B5;52878>==KE <>=8B>@>2, AB>G=8:8 ?8B0=8O, =0;>3>-F8D@>2K5 8 F8D@>-0=0;>3>2K5 ?@5>1@07>20B5;8, @>F5AA>@K 4;O A8AB5< <C;LB8<5480, >=B@>;;5@K ?@>83@K20B5;59 CD-I 8 845> CD, =0:>35=5@0B>@K 8 4@0925@K 684:>:@8AB0;;8G5A:8E M:@0=>2.  :>=F5 >17>@0 =0?5G0B0=K 04@5A0 48;5@>2 8 B5E=8G5A:8E F5=B@>2 D8@<K Motorola.</td> </tr><tr id="bib_strijov97motorola" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @book{strijov97motorola, author = {!B@86>2, .~.}, title = {=B53@0;L=K5 AE5<K D8@<K >B>@>;0 4;O ?@8;>65=89 B5;52845=8O, 2845>, <C;LB8<5480 (>17>@)}, publisher = {>A:20: Motorola GmbH}, year = {1997}, pages = {75}, url = {http://strijov.com/papers/motmult.pdf} } </pre></td> </tr> <!-----------> <tr id="strijov08biorecon" class="entry"> <td><h2>1996</h2> !B@86>2 .. <i>>=D83C@8@C5<K5 ?@>F5AA>@K 4;O 287C0;870F88 18><548F8=A:8E 40==KE</i>&nbsp;// 8>A8AB5<K 2 M:AB@5<0;L=KE CA;>28OE. .:~&~ ,&nbsp;1996&nbsp;:&nbsp;47-50. <i><b>InCollection</b></i> <p class="infolinks">[<a href="javascript:toggleInfo('strijov08biorecon','abstract')">Abstract</a>] [<a href="javascript:toggleInfo('strijov08biorecon','bibtex')">BibTeX</a>] [<a href="http://strijov.com/papers/biorecon.pdf" target="_blank">URL</a>]</p> </td> </tr> <tr id="abs_strijov08biorecon" class="abstract noshow"> <td><b>Abstract</b>: '0AB> ?@8 @5H5=88 7040G F8D@>2>9 >1@01>B:8 A83=0;>2 AB02OBAO 65AB:85 B@51>20=8O : ?@>872>48B5;L=>AB8 :><?LNB5@0. 0?@8<5@, 65;0B5;L=> 2K45;OBL ?>;57=CN 8=D>@<0F8N 87 2845>A83=0;0 2 <><5=B 53> 22>40, 871530O @5H5=89, :>340 A83=0; A=0G0;0 A>E@0=O5BAO, 0 70B5< >1@010BK205BAO ?@>F5AA>@><. 1KG=> ?@>872>48B5;L=>AB8 ?@>F5AA>@0 =5 E20B05B, 8 0;3>@8B< >1@01>B:8 A83=0;0 C?@>I05BAO ?@>3@0<<8AB0<8 4> B0:>9 AB5?5=8, GB> >= B5@O5B A2>N MDD5:B82=>ABL. @C3>9 2KE>4 87 ?>;>65=8O~--- 8A?>;L7>20=85 A?5F80;878@>20==>3> ?@>F5AA>@0, :>B>@K9 C<55B 2K?>;=OBL B>;L:> >48= 0;3>@8B<. > 2 MB>< A;CG05 AB@040NB B5 8AA;54>20B5;8, :>B>@K5 E>BOB 8A?>;L7>20BL @07=K5 0;3>@8B<K 4;O >1@01>B:8 A83=0;0 A @07=K<8 ?0@0<5B@0<8. AB5AB25==>5 @5H5=85 2 B0:>< A;CG05~--- A8=B578@>20BL ?@>F5AA>@ =5?>A@54AB25==> ?5@54 2K?>;=5=85< 0;3>@8B<0, :>B>@K9 1C45B @01>B0BL 2 A8AB5<5, =5 8<5NI59 70@0=55 8725AB=>9 0@E8B5:BC@K.</td> </tr><tr id="bib_strijov08biorecon" class="bibtex noshow"> <td><b>BibTeX</b>: <pre> @incollection{strijov08biorecon, author = {!B@86>2, .~.}, editor = {(0:8=0, .~}, title = {>=D83C@8@C5<K5 ?@>F5AA>@K 4;O 287C0;870F88 18><548F8=A:8E 40==KE}, booktitle = {8>A8AB5<K 2 M:AB@5<0;L=KE CA;>28OE}, publisher = {.:~&~ }, year = {1996}, pages = {47-50}, url = {http://strijov.com/papers/biorecon.pdf} } </pre></td> </tr> </tbody> </table> <footer> <small>Created by <a href="http://jabref.sourceforge.net">JabRef</a> on 23/12/2016.</small> </footer> <!-- file generated by JabRef --> </body> </html>