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Are Better Feature Selection Methods Actually Better? - Discussion, Reasoning and Examples.

, , and . HEALTHINF (1), page 246-253. INSTICC - Institute for Systems and Technologies of Information, Control and Communication, (2008)

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Feature Selection Toolbox as a Multi-Purpose Tool in Pattern Recognition., and . PRIS, page 91-102. ICEIS Press, (2001)Initializing normal mixtures of densities., , , , and . ICPR, page 886-890. IEEE Computer Society, (1998)A New Measure of Feature Selection Algorithms' Stability., , and . ICDM Workshops, page 382-387. IEEE Computer Society, (2009)Boosting in Probabilistic Neural Networks., , and . ICPR (2), page 136-139. IEEE Computer Society, (2002)PREDITAS - Software Package for Solving Pattern Recognition and Diagnostic Problems., , and . Pattern Recognition, volume 301 of Lecture Notes in Computer Science, page 144-152. Springer, (1988)A Gaussian Mixture-Based Colour Texture Model., , , , and . ICPR (3), page 177-180. IEEE Computer Society, (2004)The Problem of Fragile Feature Subset Preference in Feature Selection Methods and a Proposal of Algorithmic Workaround., , and . ICPR, page 4396-4399. IEEE Computer Society, (2010)Dynamic Oscillating Search algorithm for feature selection., , , and . ICPR, page 1-4. IEEE Computer Society, (2008)Digital Image Forgery Detection by Local Statistical Models., , and . IIH-MSP, page 579-582. IEEE Computer Society, (2010)Criteria Ensembles in Feature Selection., , and . MCS, volume 5519 of Lecture Notes in Computer Science, page 304-313. Springer, (2009)