Improving feature selection process resistance to failures caused by curse-of-dimensionality effects

0368741 - ÚTIA 2012 RIV CZ eng J - Článek v odborném periodiku
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
Grant CEP: GA MŠMT 1M0572; GA ČR GA102/08/0593
Grant ostatní: GA MŠk(CZ) 2C06019
Výzkumný záměr: CEZ:AV0Z10750506
Klíčová slova: feature selection * curse of dimensionality * over-fitting * stability * machine learning * dimensionality reduction
Kód oboru RIV: IN - Informatika
Impakt faktor: 0.454, rok: 2011
http://library.utia.cas.cz/separaty/2011/RO/somol-0368741.pdf

Trvalý link: http://hdl.handle.net/11104/0203004