Search results
- 1.0410696 - UTIA-B 20010165 RIV BY eng C - Conference Paper (international conference)
Pudil, Pavel - Somol, Petr
Recent advances in methodology of feature selection for statistical pattern recognition.
Minsk: Belarussian State University, 2001. ISBN 985-445-491-6. In: Computer Data Analysis and Modeling. Proceedings of the Sixth International Conference. - (Aivazian, S.; Kharin, Y.; Rieder, H.), s. 163-171
[Computer Data Analysis and Modeling. Minsk (BY), 10.09.2001-14.09.2001]
R&D Projects: GA MŠMT LN00B107; GA ČR GA402/01/0981
Institutional research plan: AV0Z1075907
Keywords : statistical pattern recognition * feature selection * floating-search methods
Subject RIV: JD - Computer Applications, Robotics
Permanent Link: http://hdl.handle.net/11104/0130784 - 2.0410214 - UTIA-B 990198 RIV CZ eng C - Conference Paper (international conference)
Pudil, Pavel - Fuka, K. - Beránek, K. - Dvořák, P.
Potential of artificial intelligence based feature selection methods in regression models.
Los Alamitos: IEEE Computer Society Press, 1999. ISBN 0-7695-0300-4. In: Proceedings of the Third International Conference on Computational Intelligence and Multimedia Applications 1999. - (Verna, B.; Selvaraj, H.; de Carvalho, A.; Yao, X.), s. 159-163
[International Conference on Computational Intelligence and Multimedia Applications /3./. Delhi (IN), 23.09.1999-26.09.1999]
R&D Projects: GA ČR GA402/97/1242
Grant - others:MŠMT(CZ) VS96063; MŠMT(CZ) ME 187
Institutional research plan: AV0Z1075907
Keywords : feature selection, floating search, multiple regression models
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0130305 - 3.0410213 - UTIA-B 990197 RIV CZ eng C - Conference Paper (international conference)
Pudil, Pavel - Fuka, K. - Beránek, K. - Dvořák, P.
Use of floating search methods in regression models.
Praha: VŠE, 1999. ISBN 80-7079-371-6. In: Proceedings of the 17th International Conference on Mathematical Methods in Economics '99. - (Plešingr, J.), s. 219-224
[Mathematical Methods in Economics '99 /17./. Jindřichův Hradec (CZ), 14.09.1999-16.09.1999]
R&D Projects: GA ČR GA402/97/1242
Grant - others:MŠMT(CZ) VS96063; MŠMT(CZ) ME 187
Institutional research plan: AV0Z1075907
Keywords : feature selection, floating search, multiple regression models
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0130304 - 4.0325643 - 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 - 5.0317506 - ÚTIA 2009 RIV DE eng J - Journal Article
Somol, Petr - Novovičová, Jana
Evaluating the Stability of Feature Selectors that Optimize Feature Subset Cardinality.
[Vyhodnocení stability metod výběru příznaků, které optimalizují kardinalitu podmnožin příznaků.]
Lecture Notes in Computer Science. Roč. 2008, č. 5342 (2008), s. 956-966. ISSN 0302-9743.
[Joint IAPR International Workshops SSPR 2008 and SPR 2008. Orlando, 04.12.2008-06.12.2008]
R&D Projects: GA AV ČR 1ET400750407; GA MŠMT 1M0572; GA ČR GA102/07/1594
Grant - others:GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : Feature selection * stability * relative weighted consistency measure * sequential search * floating search
Subject RIV: IN - Informatics, Computer Science
http://library.utia.cas.cz/separaty/2008/RO/somol-evaluating the stability of feature selectors that optimize feature subset cardinality.pdf
Permanent Link: http://hdl.handle.net/11104/0167131 - 6.0040987 - ÚTIA 2007 RIV DE eng J - Journal Article
Somol, Petr - Novovičová, Jana - Pudil, Pavel
Flexible-hybrid sequential floating search in statistical feature selection.
[Flexibilní hybridní sekvenční plovoucí algoritmus ve statistickém výběru příznaků.]
Lecture Notes in Computer Science. Roč. 44, č. 4109 (2006), s. 623-639. ISSN 0302-9743.
[Joint IAPR International Workshops SSPR 2006 and SPR 2006. Hong Kong, 17.08.2006-19.08.2006]
R&D Projects: GA AV ČR IAA2075302; GA MŠMT 1M0572
Grant - others:Commision EU(XE) FP6507752
Program: FP6
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * flexible-hybrid * sequential floating search
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 0.402, year: 2005
http://library.utia.cas.cz/separaty/historie/somol-flexible-hybrid sequential floating search in statistical feature selection.pdf
Permanent Link: http://hdl.handle.net/11104/0134586