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Feature selection toolbox as a multi-purpose tool in pattern recognition
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SYSNO ASEP 0410670 Document Type C - Proceedings Paper (int. conf.) R&D Document Type Conference Paper Title Feature selection toolbox as a multi-purpose tool in pattern recognition Author(s) Somol, Petr (UTIA-B) RID
Pudil, Pavel (UTIA-B) RIDIssue data Setúbal: ICEIS Press, 2001 ISBN 972-98050-3-2 Source Title Pattern Recognition in Information Systems. Proceedings of the 1st International Workshop on Pattern Recognition in Information Systems / Fred A. ; Jain A. K. Pages s. 91-102 Number of pages 12 s. Action PRIS 2001 /1./ Event date 06.07.2001-07.07.2001 VEvent location Setúbal Country PT - Portugal Event type WRD Language eng - English Country PT - Portugal Keywords statistical pattern recognition ; feature selection ; software package Subject RIV JC - Computer Hardware ; Software R&D Projects GA402/01/0981 GA ČR - Czech Science Foundation (CSF) KSK1019101 GA AV ČR - Academy of Sciences of the Czech Republic (AV ČR) CEZ 1075907 Annotation A software package developed for the purpose of feature selection in statistical pattern recognition is presented. The software tool includes both several classical and new methods suitable for dimensionality reduction, classification and data representation. Examples of solved problems are given, as well as observations regarding the behavior of criterion functions. Workplace Institute of Information Theory and Automation Contact Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201.
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