Search results
- 1.0411018 - UTIA-B 20030005 RIV NL eng J - Journal Article
Somol, Petr - Pudil, Pavel
Feature selection toolbox.
Pattern Recognition. Roč. 35, č. 12 (2002), s. 2749-2759. ISSN 0031-3203. E-ISSN 1873-5142
R&D Projects: GA MŠMT ME 187; GA ČR GA402/01/0981
Institutional research plan: CEZ:AV0Z1075907
Keywords : pattern recognition * feature selection * subset search
Subject RIV: JC - Computer Hardware ; Software
Impact factor: 1.038, year: 2002
http://library.utia.cas.cz/separaty/historie/somol-feature selection toolbox.pdf
Permanent Link: http://hdl.handle.net/11104/0131105 - 2.0357271 - ÚTIA 2011 CZ eng V - Research Report
Somol, Petr - Vácha, Pavel - Mikeš, Stanislav - Hora, Jan - Pudil, Pavel - Žid, Pavel
Introduction to Feature Selection Toolbox 3 – The C++ Library for Subset Search, Data Modeling and Classification.
Praha: ÚTIA, 2010. 13 s. Research Report, 2287.
R&D Projects: GA MŠMT 1M0572
Grant - others:GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * software library * subset search * attribute selection * variable selection * optimization * machine learning * classification * pattern recognition
Subject RIV: BD - Theory of Information
http://fst.utia.cz/download/FST3_Introduction_UTIA_TR2287.pdf
Permanent Link: http://hdl.handle.net/11104/0195589File Download Size Commentary Version Access 0357271.pdf 1 1 MB Other open-access - 3.0357268 - ÚTIA 2011 CZ eng V - Research Report
Somol, Petr - Pudil, Pavel
Sequential Retreating Search Methods in Feature Selection.
Praha: ÚTIA, 2010. 21 s. Research Report, 2286.
R&D Projects: GA MŠMT 1M0572; GA AV ČR IAA2075302
Grant - others:GA ČR(CZ) GA402/03/1310; GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * wrappers * sequential search * subset search * method evaluation * classifier performance * pattern recognition
Subject RIV: BD - Theory of Information
Permanent Link: http://hdl.handle.net/11104/0195586 - 4.0342820 - ÚTIA 2011 RIV HR eng M - Monography Chapter
Somol, Petr - Novovičová, Jana - Pudil, Pavel
Efficient Feature Subset Selection and Subset Size Optimization.
Pattern Recognition, Recent Advances. Vukovar, Croatia: In-Teh, 2010 - (Herout, A.), s. 75-98. ISBN 978-953-7619-90-9
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 : dimensionality reduction * pattern recognition * machine learning * feature selection * optimization * subset search * classification
Subject RIV: BD - Theory of Information
http://library.utia.cas.cz/separaty/2010/RO/somol-efficient feature subset selection and subset size optimization.pdf
Permanent Link: http://hdl.handle.net/11104/0185446 - 5.0341554 - ÚTIA 2011 RIV CA eng C - Conference Paper (international conference)
Somol, Petr - Novovičová, Jana - Pudil, Pavel
Improving Sequential Feature Selection Methods Performance by Means of Hybridization.
Proc. 6th IASTED Int. Conf. on Advances in Computer Science and Engineering. Calgary: ACTA Press, 2010 - (Rafea), 689-1-689-10. ISBN 978-0-88986-830-4.
[Advances in Computer Science and Engineering. Sharm El Sheikh (EG), 15.03.2010-17.03.2010]
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 * sequential search * hybrid methods * classification performance * subset search * statistical pattern recognition
Subject RIV: BD - Theory of Information
http://library.utia.cas.cz/separaty/2010/RO/somol-improving sequential feature selection methods performance by means of hybridization.pdf
Permanent Link: http://hdl.handle.net/11104/0184495 - 6.0317356 - ÚTIA 2010 RIV US eng C - Conference Paper (international conference)
Somol, Petr - Novovičová, Jana - Grim, Jiří - Pudil, Pavel
Dynamic Oscillating Search Algorithm for Feature Selection.
[Dynamické oscilační vyhledávání pro výběr příznaků.]
ICPR 2008 Proceedings (Int. Conf. on Pattern Recognition). Tampa, Florida: IEEE Computer Society, 2008, s. 2308-2311. ISBN 978-1-4244-2174-9.
[ICPR 2008 (Int. Conf. on Pattern Recognition). Tampa, Florida (US), 07.12.2008-11.12.2008]
R&D Projects: GA MŠMT 1M0572; GA AV ČR 1ET400750407
Grant - others:GA ČR(CZ) GA402/03/1310; GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * subset search * sequential search * oscillating search * subset size optimization
Subject RIV: BD - Theory of Information
http://library.utia.cas.cz/separaty/2008/RO/somol-dynamic oscillating search algorithm for feature selection.pdf
Permanent Link: http://hdl.handle.net/11104/0167022 - 7.0106303 - UTIA-B 20040115 RIV DE eng C - Conference Paper (international conference)
Somol, Petr - Pudil, Pavel - Grim, Jiří
On prediction mechanisms in Fast Branch & Bound algorithms.
[Predikční mechanismy v rychlých Branch & Bound algoritmech.]
Structural, Syntactic, and Statistical Pattern Recognition. Joint IAPR International Workshops SSPR 2004 and SPR 2004. Proceedings. Berlin: Springer, 2004 - (Fred, A.; Caelli, T.; Duin, R.), s. 716-724. Lecture Notes in Computer Science., 3138. ISBN 3-540-22570-6.
[Joint IAPR Workshops SSPR 2004 and SPR 2004. Lisbon (PT), 18.08.2004-20.08.2004]
R&D Projects: GA ČR GA402/02/1271; GA ČR GA402/03/1310
Institutional research plan: CEZ:AV0Z1075907
Keywords : subset search * feature selection * search tree
Subject RIV: BD - Theory of Information
http://library.utia.cas.cz/separaty/historie/somol-on prediction mechanisms in fast branch & bound algorithms.pdf
Permanent Link: http://hdl.handle.net/11104/0013485 - 8.0106281 - UTIA-B 20040093 RIV US eng J - Journal Article
Somol, Petr - Pudil, Pavel - Kittler, J.
Fast Branch & Bound algorithms for optimal feature selection.
[Rychlé algoritmy větví a mezí pro optimální výběr příznaků.]
IEEE Transactions on Pattern Analysis and Machine Intelligence. Roč. 26, č. 7 (2004), s. 900-912. ISSN 0162-8828. E-ISSN 1939-3539
R&D Projects: GA ČR GA402/02/1271; GA ČR GA402/03/1310; GA AV ČR KSK1019101
Institutional research plan: CEZ:AV0Z1075907
Keywords : subset search * feature selection * search tree
Subject RIV: BD - Theory of Information
Impact factor: 4.352, year: 2004
Permanent Link: http://hdl.handle.net/11104/0013463 - 9.0099286 - ÚTIA 2010 RIV PT eng C - Conference Paper (international conference)
Somol, Petr - Novovičová, Jana - Pudil, Pavel
Are Better Feature Selection Methods Actually Better? Discussion, Reasoning and Examples.
[Jsou lepší metody výběru příznaků skutečně lepší? Diskuse, Úvahy, Příklady.]
Proceedings of the International Joint Conference on Biomedical Engineering Systems and Technologies - BIOSTEC 2008. Madeira: INSTICC Press, 2008, s. 246-253. ISBN 978-989-8111-16-6.
[International Conference on Health Informatics. Funchal Madeira (PT), 28.01.2008-31.01.2008]
R&D Projects: GA ČR GA102/07/1594; GA MŠMT 1M0572; GA AV ČR IAA2075302
EU Projects: European Commission(XE) 507752 - MUSCLE
Grant - others:GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * subset search * performance estimation * classification accuracy
Subject RIV: IN - Informatics, Computer Science
http://library.utia.cas.cz/separaty/2008/RO/somol-are better feature selection methods actually better discussion, reasoning and examples.pdf
Permanent Link: http://hdl.handle.net/11104/0157947 - 10.0085720 - ÚTIA 2008 CZ eng V - Research Report
Somol, Petr - Novovičová, Jana
Does It Make Sense to Develop New Feature Selection Methods?.
[Má smysl vyvíjet nové metody výběru příznaků?]
Praha: ÚTIA AV ČR, 2007. 11 s. Research Report, 2193.
R&D Projects: GA MŠMT(CZ) 2C06019; GA MŠMT 1M0572; GA AV ČR IAA2075302
EU Projects: European Commission(XE) 507752 - MUSCLE
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * subset search * search methods * performance estimation * classification accuracy
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0148168