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Alexey Tsymbal

Papers on DiSC'04


Decision Committee Learning with Dynamic Integration of Classifiers

Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics

Publications


Note: Links lead to the DBLP on the Web.

Alexey Tsymbal

Alexey Tsymbal, Mykola Pechenizkiy , Seppo Puuronen , David W. Patterson : Dynamic Integration of Classifiers in the Space of Principal Components. ADBIS 2003 : 278-292

Mykola Pechenizkiy , Seppo Puuronen , Alexey Tsymbal: Feature Extraction for Classification in Knowledge Discovery Systems. KES 2003 : 526-532

Alexey Tsymbal, Seppo Puuronen , David W. Patterson : Ensemble feature selection with the simple Bayesian classification. Information Fusion 4 (2): 87-100 (2003)

Alexey Tsymbal, Seppo Puuronen , Mykola Pechenizkiy , Matthias Baumgarten , David W. Patterson : Eigenvector-Based Feature Extraction for Classification. FLAIRS Conference 2002 : 354-358

Alexey Tsymbal, Seppo Puuronen , David W. Patterson : Feature Selection for Ensembles of Simple Bayesian Classifiers. ISMIS 2002 : 592-600

Seppo Puuronen , Iryna Skrypnyk , Alexey Tsymbal: Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics. ADBIS 2001 : 155-168

Seppo Puuronen , Iryna Skrypnyk , Alexey Tsymbal: Ensemble Feature Selection Based on the Contextual Merit. DaWaK 2001 : 111-120

Seppo Puuronen , Alexey Tsymbal, Iryna Skrypnyk : Correlation-Based and Contextual Merit-Based Ensemble Feature Selection. IDA 2001 : 135-144

Seppo Puuronen , Alexey Tsymbal: Local Feature Selection with Dynamic Integration of Classifiers. Fundam. Inform. 47 (1-2): 91-117 (2001)

Alexey Tsymbal: Decision Committee Learning with Dynamic Integration of Classifiers. ADBIS-DASFAA 2000 : 265-278

Alexey Tsymbal, Seppo Puuronen : Dynamic Integration of Decision Committees. HiPC 2000 : 537-546

Alexey Tsymbal, Seppo Puuronen : Local Feature Selection with Dynamic Integration of Classifiers. ISMIS 2000 : 417-425

Alexey Tsymbal, Seppo Puuronen : Bagging and Boosting with Dynamic Integration of Classifiers. PKDD 2000 : 116-125

Alexey Tsymbal, Seppo Puuronen , Vagan Y. Terziyan : Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation. ADBIS 1999 : 205-217

Seppo Puuronen , Vagan Y. Terziyan , Alexey Tsymbal: A Dynamic Integration Algorithm for an Ensemble of Classifiers. ISMIS 1999 : 592-600

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