Original title: Feature Selection - A Very Compact Survey Over the Diversity of Existing Approaches
Authors: Somol, Petr ; Novovičová, Jana ; Pudil, Pavel ; Kittler, J.
Document type: Research reports
Year: 2010
Language: eng
Series: Research Report, volume: 2285
Abstract: 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.
Keywords: dimensionality reduction; feature selection; survey
Project no.: CEZ:AV0Z10750506 (CEP), 2C06019 (CEP), 1M0572 (CEP), GA102/08/0593 (CEP), GA102/07/1594 (CEP)
Funding provider: GA MŠk, GA MŠk, GA ČR, GA ČR

Institution: Institute of Information Theory and Automation AS ČR (web)
Document availability information: Fulltext is available at the institute of the Academy of Sciences.
Original record: http://hdl.handle.net/11104/0195585

Permalink: http://www.nusl.cz/ntk/nusl-42717


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Research > Institutes ASCR > Institute of Information Theory and Automation
Reports > Research reports