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- 1.0348726 - ÚTIA 2011 RIV US eng J - Journal Article
Somol, Petr - Novovičová, Jana
Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality.
IEEE Transactions on Pattern Analysis and Machine Intelligence. Roč. 32, č. 11 (2010), s. 1921-1939. ISSN 0162-8828. E-ISSN 1939-3539
R&D Projects: GA MŠMT 1M0572; GA ČR GA102/08/0593; GA ČR GA102/07/1594
Grant - others:GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * feature stability * stability measures * similarity measures * sequential search * individual ranking * feature subset-size optimization * high dimensionality * small sample size
Subject RIV: BD - Theory of Information
Impact factor: 5.027, year: 2010
http://library.utia.cas.cz/separaty/2010/RO/somol-0348726.pdf
Permanent Link: http://hdl.handle.net/11104/0189168 - 2.0325643 - ÚTIA 2010 CZ eng V - Research Report
Somol, Petr - Novovičová, Jana
Evaluating Stability of Single and Multiple Feature Selectors that Optimize Feature Subset Cardinality.
[Vyhodnocení stability jednotlivých metod i skupin metod výběru příznaků, který optimalizují kardinalitu podmnožiny příznaků.]
Praha: ÚTIA AV ČR, 2009. 38 s. Research Report, 2251.
R&D Projects: GA ČR GA102/07/1594; GA ČR GA102/08/0593; GA MŠMT 1M0572
Grant - others:GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * stability measure * consistency measure * feature subset size optimization * sequential search * floating search * individual ranking * feature selection evaluation
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0172988