Search results
- 1.0411320 - UTIA-B 20050049 RIV DE eng C - Conference Paper (international conference)
Pudil, Pavel - Somol, Petr
Current feature selection techniques in pattern recognition.
[Současné metody výběru příznaků v rozpoznávání obrazů.]
Heidelberg: Springer, 2005. Advances in Soft Computing. ISBN 3-540-25054-9. In: Proceedings of the 4th International Conference on Computer Recognition Systems. - (Kurzynski, M.; Puchala, E.; Wozniak, M.), s. 53-68
[CORES'05 /4./. Rydzyna (PL), 22.05.2005-25.05.2005]
R&D Projects: GA ČR GA402/03/1310; GA MŠMT 1M0572
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * statistical pattern recognition
Subject RIV: BD - Theory of Information
Permanent Link: http://hdl.handle.net/11104/0131403 - 2.0411134 - UTIA-B 20030121 RIV IT eng C - Conference Paper (international conference)
Grim, Jiří - Somol, Petr - Pudil, Pavel - Just, P.
Probabilistic neural network playing a simple game.
Florence: University of Florence, 2003. In: Artificial Neural Networks in Pattern Recognition. Proceedings. - (Marinai, S.; Gori, M.), s. 132-138
[IAPR TC3 Workshop 2003 /1./. Florence (IT), 12.09.2003-13.09.2003]
R&D Projects: GA ČR GA402/01/0981; GA ČR GA402/03/1310; GA AV ČR KSK1019101
Institutional research plan: CEZ:AV0Z1075907
Keywords : probabilistic neural networks * finite mixtures * EM algorithm
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0131221 - 3.0317356 - 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 - 4.0106303 - 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 - 5.0106294 - UTIA-B 20040106 RIV US eng C - Conference Paper (international conference)
Haindl, Michal - Grim, Jiří - Somol, Petr - Pudil, Pavel - Kudo, M.
A Gaussian mixture-based colour texture model.
[Texturní model založený na gaussovských směsích.]
Proceedings of the 17th IAPR International Conference on Pattern Recognition. Vol. 3. Los Alamitos: IEEE, 2004 - (Kittler, J.; Petrou, M.; Nixon, M.), s. 177-180. ISBN 0-7695-2128-2.
[International Conference on Pattern Recognition /17./. Cambridge (GB), 23.08.2004-26.08.2004]
R&D Projects: GA ČR GA402/03/1310
EU Projects: European Commission(XE) 507752 - MUSCLE
Grant - others:Commission EC(XE) IST-2001-34744
Institutional research plan: CEZ:AV0Z1075907
Keywords : texture synthesis * mixture models
Subject RIV: BD - Theory of Information
Permanent Link: http://hdl.handle.net/11104/0013476 - 6.0084616 - ÚTIA 2008 RIV CN eng C - Conference Paper (international conference)
Pudil, Pavel - Somol, Petr - Střítecký, R.
Methodology of selecting the most informative variables for decision-making problems of classification type.
[Metodologie výběru nejinformativnějších proměnných pro rozhodovací problémy klasifikačního typu.]
Proceedings 6th Int. Conf. on Information and Management Sciences. Lhasa, Tibet, China: California Polytechnic State University, USA, 2007 - (Lee, T.; Liu, Y.; Zhao, X.), s. 1-18. Series of Information & Management Sciences. ISSN 1539-2023.
[6th Int. Conf. on Information and Management Sciences. Lhasa, Tibet (CN), 01.07.2007-06.07.2007]
R&D Projects: GA MŠMT 1M0572; GA AV ČR IAA2075302
EU Projects: European Commission(XE) 507752 - MUSCLE
Grant - others:GA MŠk(CZ) 2C06019; GA ČR(CZ) GA402/03/1310
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * decision making * pattern recognition
Subject RIV: BD - Theory of Information
http://library.utia.cas.cz/separaty/2007/ro/pudil-methodology of selecting the most informative variables for decision-making.pdf
Permanent Link: http://hdl.handle.net/11104/0147334 - 7.0040949 - ÚTIA 2007 RIV US eng C - Conference Paper (international conference)
Grim, Jiří - Haindl, Michal - Somol, Petr - Pudil, Pavel
A subspace approach to texture modelling by using Gaussian mixtures.
[Podprostorový přístup k modelování textur pomocí gaussovských směsí.]
Proceedings of the 18th Conference on Pattern Recognition. ICPR 2006. Los Alamitos: IEEE, 2006 - (Haralic, B.; Ho, T.), s. 235-238. ISBN 0-7695-2521-0.
[International Conference on Pattern Recognition /18./. Hong-Kong (CN), 20.08.2006-24.08.2006]
R&D Projects: GA MŠMT 1M0572; GA ČR GA402/03/1310
EU Projects: European Commission(XE) 507752 - MUSCLE
Institutional research plan: CEZ:AV0Z10750506
Keywords : texture modelling * Gaussian mixtures * subspace approach
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0134554 - 8.0040860 - ÚTIA 2007 RIV US eng C - Conference Paper (international conference)
Somol, Petr - Pudil, Pavel
Multi-Subset Selection for Keyword Extraction and Other Prototype Search Tasks Using Feature Selection Algorithms.
[Výběr multi-podmnožin příznaků pro účely extrakce klíčových slov a další úlohy hledání prototypů za použití algoritmů výběru příznaků.]
Proceedings of ICPR 2006 - The 18th International Conference on Pattern Recognition. Piscataway: IEEEPress, 2006 - (Tang, Y.; Wang, S.; Yeung, D.; Yan, H.; Lorette, G.), s. 736-739. 4. ISBN 0-7695-2521-0.
[ICPR 2006 - The 18th International Conference on Pattern Recognition. Hong Kong (CN), 20.08.2006-24.08.2006]
R&D Projects: GA ČR GA402/03/1310; GA MŠMT 1M0572
EU Projects: European Commission(XE) 507752 - MUSCLE
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * prototype search * keyword search
Subject RIV: BD - Theory of Information
http://library.utia.cas.cz/separaty/historie/somol-multi-subset selection for keyword extraction and other prototype search.pdf
Permanent Link: http://hdl.handle.net/11104/0134489 - 9.0026304 - ÚTIA 2006 RIV ZA eng C - Conference Paper (international conference)
Pudil, Pavel - Somol, Petr
An overview of feature selection techniques in statistical pattern recognition.
[Přehled technik výběru příznaků ve statistickém rozpoznávání obrazů.]
Proceedings of the Sixtheenth Annual Symposium of the Pattern Recognition Association of South Africa. Cape Town: University of Cape Town, 2005 - (Nicolls, F.), s. 1-14. ISBN 0-7992-2264-X.
[Symposium of the Pattern Recognition Association of South Africa /16./. Cape Town (ZA), 23.11.2005-25.11.2005]
R&D Projects: GA MŠMT(CZ) 1M0572; GA ČR(CZ) GA402/03/1310
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * tutorial
Subject RIV: BD - Theory of Information
Permanent Link: http://hdl.handle.net/11104/0116576 - 10.0025872 - ÚTIA 2006 RIV ZA eng C - Conference Paper (international conference)
Grim, Jiří - Somol, Petr - Haindl, Michal - Pudil, Pavel
A statistical approach to local evalution of a single texture image.
[Statistická metoda lokálního vyhodnocování textury.]
Proceedings of the Sixtheenth Annual Symposium of the Pattern Recognition Association of South Africa. Cape Town: University of Cape Town, 2005 - (Nicolls, F.), s. 171-176
[Annual Symposium of the Pattern Recognition Association of South Africa /16./. Langebaan (ZA), 23.11.2005-25.11.2005]
R&D Projects: GA MŠMT(CZ) 1M0572; GA ČR(CZ) GA402/03/1310
EU Projects: European Commission(XE) 507752 - MUSCLE
Institutional research plan: CEZ:AV0Z10750506
Keywords : fintite mixtures * EM algorithm * texture modelling * texture evaluation
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0116203