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FRC | Forecasting, Regression, Classification. Our old site (in Russian). |
MMRO-2007 |
Mathematical Methods of Pattern Recognition (language: Russian only).
2005 2003 2001 1999 |
IOI-2008 |
Intellectualization of Information Processing (languages: Russian, Ukrainian, English).
2006 |
PRIA-2008 |
Pattern Recognition and Image Analysis (in Russia, but language is English).
2007 2004 |
ICML-2008 |
International Conference on Machine Learning.
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COLT-2008 |
Computational Learning Theory.
2007 2006 2005 2004 2003 |
ALT-2007 |
Algorithmic Learning Theory.
2006 2005 2004 2003 |
ICPR-2008 |
International Conference on Pattern Recognition.
2006 2004 |
NIPS-2007 |
Neural Information Processing Systems.
2006 2005 2004 2003 |
Boosting | Boosting and ensemble learning methods. |
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MDL | Minimum Description Length. |
FORECSYS | Our company. |
Megaputer | Data, Text É WEB mining. |
SnowCactus | Business Intelligence. |
Solutions | The RECOGNITION software system. |
ZSoft | Development of enterprize-scale solutions for data mining, data mining software components and tools. |
BaseGroup | Deductor system supporting Data Warehouse, ETL, OLAP, Knowledge Discovery in Databases É Data Mining. |
NeurOK | Knowledge Management and Data Mining. |
DJVU [3,950 Kb] |
Hastie T., Tibshirani R., Friedman J.
The Elements of Statistical Learning. — Springer, 2001. |
DJVU [10,090 Kb] |
Tom M. Mitchell
Machine Learning. — McGraw-Hill, 1997. |
DJVU [5,681 Kb] |
Vapnik V.
Statistical Learning Theory. — New York: Wiley, 1998. |
DJVU [2,023 Kb] |
Vapnik V.
The Nature of Statistical Learning Theory. 2-nd edition. — New York: Springer-Verlag, 2000. |
PDF [3,185 Kb] |
Andrew R. Webb
Statistical Pattern Recognition. — John Wiley & Sons, 2002. |
PDF [2,997 Kb] |
Ludmila I. Kuncheva.
Combining Pattern Classifiers: Methods and Algorithms. — John Wiley & Sons, 2004. |
DJVU [1,076 Kb] |
Machine Learning, Neural and Statistical Classification.
Ed.: D. Michie, DJ. Spiegelhalter, C.C. Taylor. — 1994. |
DJVU [3,088 Kb] |
Advances in Learning Theory: Methods, Models and Applications.
Ed.: J.A.K. Suykens, G. Horvath, S. Basu, C. Micchelli, J. Vandewalle. — IOS Press: NATO-ASI Series in Computer and Systems Sciences, Amsterdam, The Netherlands, 2003. |