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Seppo Puuronen

Papers on DiSC'04


Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics

Publications


Note: Links lead to the DBLP on the Web.

Seppo Puuronen

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

Alexandr Seleznyov , Seppo Puuronen: Using continuous user authentication to detect masqueraders. Inf. Manag. Comput. Security 11 (3): 139-145 (2003)

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

Oleksiy Mazhelis , Alexandr Seleznyov , Seppo Puuronen: A Multi-Expert Based Approach to Continuous Authentication of Mobile-Device Users. Certification and Security in E-Services 2002 : 149-164

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

Alexandr Seleznyov , Oleksiy Mazhelis , Seppo Puuronen: Learning Temporal Regularities of User Behavior for Anomaly Detection. MMM-ACNS 2001 : 143-152

Vladimir Ryabov , Seppo Puuronen: Probabilistic Reasoning about Uncertain Relations between Temporal Points. TIME 2001 : 35-40

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

Vladimir Ryabov , Seppo Puuronen: Estimation of Uncertain Relations between Indeterminate Temporal Points. ADVIS 2000 : 108-116

Alexandr Seleznyov , Seppo Puuronen: HIDSUR: A Hybrid Intrusion Detection System Based on Real-Time User Recognition. DEXA Workshop 2000 : 41-45

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 : A Similarity Evaluation Technique for Cooperative Problem Solving with a Group of Agents. CIA 1999 : 163-174

Seppo Puuronen, Vagan Y. Terziyan , Alexander Logvinovsky : Mining Several Data Bases With an Ensemble of Classifiers DEXA 1999 : 882-891

Seppo Puuronen, Vagan Y. Terziyan : A Similarity Evaluation Technique for Data Mining with an Ensemble of Classifiers. DEXA Workshop 1999 : 1155-1160

Seppo Puuronen, Vagan Y. Terziyan , Alexander Logvinovsky : Mining Several Data Bases with an Ensemble of Classifiers. DEXA Workshop 1999 : 218-222

Seppo Puuronen, Vagan Y. Terziyan : Knowledge Acquisition from Multiple Experts Based on Semantics of Concepts. EKAW 1999 : 259-273

Vladimir Ryabov , Seppo Puuronen, Vagan Y. Terziyan : Representation and Reasoning with Uncertain Temporal Relations. FLAIRS Conference 1999 : 449-453

Vagan Y. Terziyan , Seppo Puuronen: Knowledge Acquisition Based on Semantic Balance of Internal and External Knowledge. IEA/AIE 1999 : 353-361

Seppo Puuronen, Helen Kaikova : Handling Context-Sensitive Temporal Knowledge from Multiple Differently Ranked Sources. IEA/AIE 1999 : 688-697

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

Alexandr Seleznyov , Seppo Puuronen: Anomaly Intrusion Detection Systems: Handling Temporal Relations Between Events. Recent Advances in Intrusion Detection 1999

Seppo Puuronen, Vagan Y. Terziyan : The Voting-Type Technique in the Refinement of Multiple Expert Knowledge. HICSS (5) 1997 : 287-296

Seppo Puuronen, Vesa Savolainen : Mobile information systems - executives' view. Inf. Syst. J. 7 (1): 3-20 (1997)

Seppo Puuronen, Vagan Y. Terziyan : Modeling Consensus Knowledge from Multiple Sources Based on Semantics of Concepts. ER Workshop Challenges of Application and Challenges of Design 1996 : 133-146

Seppo Puuronen: Direct Execution of an Extended Decision Grid Chart. Angewandte Informatik 29 (8/9): 351-357 (1987)

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