Publication details

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

Research Report

Somol Petr, Novovičová Jana, Pudil Pavel, Kittler J.

publisher: ÚTIA AV ČR, v.v.i, (Praha 2010)

edition: Research Report 2285

research: CEZ:AV0Z10750506

project(s): 2C06019, GA MŠk, 1M0572, GA MŠk, GA102/08/0593, GA ČR, GA102/07/1594, GA ČR

keywords: feature selection, dimensionality reduction, survey

abstract (eng):

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.