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Improving feature selection process resistance to failures caused by curse-of-dimensionality effects
- 1.0368741 - ÚTIA 2012 RIV CZ eng J - Journal Article
Somol, Petr - Grim, Jiří - Novovičová, Jana - Pudil, P.
Improving feature selection process resistance to failures caused by curse-of-dimensionality effects.
Kybernetika. Roč. 47, č. 3 (2011), s. 401-425. ISSN 0023-5954
R&D Projects: GA MŠMT 1M0572; GA ČR GA102/08/0593
Grant - others:GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * curse of dimensionality * over-fitting * stability * machine learning * dimensionality reduction
Subject RIV: IN - Informatics, Computer Science
Impact factor: 0.454, year: 2011
http://library.utia.cas.cz/separaty/2011/RO/somol-0368741.pdf
Permanent Link: http://hdl.handle.net/11104/0203004File Download Size Commentary Version Access 0368741.pdf 0 472.9 KB Publisher’s postprint open-access
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