| 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] |
 open |
| In IEEE Transctions on Pattern Analysis and Machine Intelligence "Evaluation of Stability of k-means Cluster
Ensembles with Respect to Random
Initialization" [ClusterEnsembles.PDF] |
open |
| In Pttern Recognition and Image Analysis "Application of Probability Filter to Signal Processing Problems" [Filtration.PDF] |
open |
| 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] |
open |
| In Pattern Recognition and Image Analysis "On the Stability of Pattern Recognition Algorithms" [csroai.PDF] |
open |
| In Pattern Recognition and Image Analysis "Using Expert Information in Fuzzy Expert Systems" [exsysroai.PDF] |
open |
| In Journal of Computational Mathematics and Mathematical Physics "Design of Correct Pattern Recognition Algorithms with minimal Instability" [cszhvmeng.PDF] |
open |
| Submitted paper to ICML2007 "On One Method of Non-Diagonal Regularization in
Sparse Bayesian Learning" [icmlrevm.PDF] |
open |
| Submitted paper to ICML2007 "Fast Bayesian L1 Regularization for Sparse Logistic Regression" [icmlCawley.PDF] |
open |
| Oral report in WSEAS ACS 2006 "Fuzzy Knowledge Generation Method for Data-Mining Problems" [FuzzyTenerife.DOC] |
open |
| Oral report in ICONIP 2006 "The Use of Stability Principle for Kernel
Determination in Relevance Vector Machines" [iconip2006.PDF] |
open |
| Oral report in ICPR 2006 "On Kernel Selection in Relevance Vector Machines Using Stability
Principle" [icpr2006.PDF] |
open |
| Oral report in X CIARP 2005 "The Use of Bayesian Framework for Kernel Selection in Vector Machines Classifiers" [grvmcuba.PDF] |
open |
| Oral report in ICPR 2004 "Data-dependent classifier fusion for construction stable effective algorithms" [csicpr.PDF] |
open |
| Poster presentation in ICPR 2004 "An algorithm for rule generation in fuzzy expert systems" [exsysicpr.PDF] |
open |
| Report in PRIA-7-2004 "Decision Trees Regularization Based on Stability Principle" [regulroaieng.PDF] |
open |
| Report in PRIA-7-2004 "On One Method of Probabilistic Signals Filtration" [filterroaieng.PDF] |
open |
| Presentation of my report in University of Wales (Bangor) on "Some aspects of Bayesian approach to model selection" [bangor.PPT] |
download |
| Poster from presentation in ICEIS 2003 "One approach to fuzzy expert systems construction" [poster.PPT] |
download |
| Presentation from seminar ORGW-5 "The program system for data analysis RECOGNITION (LOREG)" [universalorgw.PPT] |
download |
