Feature Selection - A Very Compact Survey Over the Diversity of Existing Approaches

0357267 - ÚTIA 2012 CZ eng V - Research Report
Somol, Petr - Novovičová, Jana - Pudil, Pavel - Kittler, J.
Feature Selection - A Very Compact Survey Over the Diversity of Existing Approaches.
Praha: ÚTIA AV ČR, v.v.i, 2010. 5 s. Research Report, 2285.
R&D Projects: GA MŠMT 2C06019; GA MŠMT 1M0572; GA ČR GA102/08/0593; GA ČR GA102/07/1594
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * dimensionality reduction * survey
Subject RIV: BD - Theory of Information

Feature Selection has been a subject of extensive research that nowadays extends far beyond the boundaries of statistical pattern recognition. We provide a concise yet wide view of the topic including representative references in an attempt to point out that important results can be easily overlooked or duplicated in a variety of – even indirectly related – research fields.
Permanent Link: http://hdl.handle.net/11104/0195585