Here you may find and download the interested papers that are written in English. Papers in Russian you may see if you switch to this language. Here are only papers that I consider to be original and interesting.
Papers
Submitted to Journal of Coputational Mathematics and Mathematical Physics "A Compromise between Accuracy and Stability for RBF Kernel Selection in Relevance Vector Machines for Classification"
[kerneltpami.PDF]

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In IEEE Transctions on Pattern Analysis and Machine Intelligence "Evaluation of Stability of k-means Cluster Ensembles with Respect to Random Initialization"
[ClusterEnsembles.PDF]

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In Pttern Recognition and Image Analysis "Application of Probability Filter to Signal Processing Problems"
[Filtration.PDF]

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In Journal of Computational Mathematics and Mathematical Physics "Convex Cluster Stabilization of Classification Algorithms as a Means for Finding Collective Solutions with High Generalization Ability"
[ccszhvmeng.PDF]

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In Pattern Recognition and Image Analysis "On the Stability of Pattern Recognition Algorithms"
[csroai.PDF]

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In Pattern Recognition and Image Analysis "Using Expert Information in Fuzzy Expert Systems"
[exsysroai.PDF]

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In Journal of Computational Mathematics and Mathematical Physics "Design of Correct Pattern Recognition Algorithms with minimal Instability"
[cszhvmeng.PDF]

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Reports
Submitted paper to ICML2007 "On One Method of Non-Diagonal Regularization in Sparse Bayesian Learning"
[icmlrevm.PDF]

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Submitted paper to ICML2007 "Fast Bayesian L1 Regularization for Sparse Logistic Regression"
[icmlCawley.PDF]

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Oral report in WSEAS ACS 2006 "Fuzzy Knowledge Generation Method for Data-Mining Problems"
[FuzzyTenerife.DOC]

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Oral report in ICONIP 2006 "The Use of Stability Principle for Kernel Determination in Relevance Vector Machines"
[iconip2006.PDF]

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Oral report in ICPR 2006 "On Kernel Selection in Relevance Vector Machines Using Stability Principle"
[icpr2006.PDF]

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Oral report in X CIARP 2005 "The Use of Bayesian Framework for Kernel Selection in Vector Machines Classifiers"
[grvmcuba.PDF]

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Oral report in ICPR 2004 "Data-dependent classifier fusion for construction stable effective algorithms"
[csicpr.PDF]

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Poster presentation in ICPR 2004 "An algorithm for rule generation in fuzzy expert systems"
[exsysicpr.PDF]

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Report in PRIA-7-2004 "Decision Trees Regularization Based on Stability Principle"
[regulroaieng.PDF]

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Report in PRIA-7-2004 "On One Method of Probabilistic Signals Filtration"
[filterroaieng.PDF]

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Presentations
Presentation of my report in University of Wales (Bangor) on "Some aspects of Bayesian approach to model selection"
[bangor.PPT]

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Poster from presentation in ICEIS 2003 "One approach to fuzzy expert systems construction"
[poster.PPT]

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Presentation from seminar ORGW-5 "The program system for data analysis RECOGNITION (LOREG)"
[universalorgw.PPT]

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