Local Dimensionality Reduction and Supervised Learning Within Natural Clusters for Biomedical Data AnalysisPechenizkiy, M.; Tsymbal, A.; Puuronen, S. · 2006

[IEEE 16th International Workshop on Database and Expert Systems Applications (DEXA'05) - Copenhagen, Denmark (22-26 Aug. 2005)] 16th International Workshop on Database and Expert Systems Applications (DEXA'05) - Knowledge Management Challenges in Knowledge Discovery SystemsPechenizkiy, M.; Tsymbal, A.; Puuronen, S. · 2005

[IEEE 16th IEEE Symposium on Computer-Based Medical Systems. CBMS 2003 - New York, NY, USA (26-27 June 2003)] 16th IEEE Symposium Computer-Based Medical Systems, 2003. Proceedings. - Search strategies for ensemble feature selection in medical diagnosticsTsymbal, A.; Cunningham, P.; Pechenizkiy, M.; Puuronen, S. · 2003

[IEEE Comput. Soc Proceedings. 17th IEEE Symposium on Computer-Based Medical Systems - Bethesda, MD, USA (24-25 June 2004)] Proceedings. 17th IEEE Symposium on Computer-Based Medical Systems - PCA-based feature transformation for classification: issues in medical diagnosticsPechenizkiy, M.; Tsymbal, A.; Puuronen, S. · 2004

[IEEE Proceedings. 19th IEEE International Symposium on Computer-Based Medical Systems - Salt Lake City, UT ()] 19th IEEE Symposium on Computer-Based Medical Systems (CBMS'06) - Handling Local Concept Drift with Dynamic Integration of Classifiers: Domain of Antibiotic Resistance in Nosocomial InfectionsTsymbal, A.; Pechenizkiy, M.; Cunningham, P.; Puuronen, S. · 2006