Search results
- 1.0428565 - ÚTIA 2015 RIV GB eng J - Journal Article
Grim, Jiří
Sequential pattern recognition by maximum conditional informativity.
Pattern Recognition Letters. Roč. 45, č. 1 (2014), s. 39-45. ISSN 0167-8655. E-ISSN 1872-7344
R&D Projects: GA ČR(CZ) GA14-02652S; GA ČR(CZ) GA14-10911S
Keywords : Multivariate statistics * Statistical pattern recognition * Sequential decision making * Product mixtures * EM algorithm * Shannon information
Subject RIV: IN - Informatics, Computer Science
Impact factor: 1.551, year: 2014
http://library.utia.cas.cz/separaty/2014/RO/grim-0428565.pdf
Permanent Link: http://hdl.handle.net/11104/0234221 - 2.0420702 - ÚTIA 2015 RIV CZ cze M - Monography Chapter
Somol, Petr - Novovičová, Jana - Pudil, Pavel
Moderní metody výběru příznaků ve statistickém rozpoznávání.
[Modern methods of feature selection in statistical pattern recognition.]
Umělá inteligence 6. Praha: Academia, 2013 - (Mařík, V.; Štěpánková, O.; Lažanský, J.), s. 424-468. ISBN 978-80-200-2276-9
R&D Projects: GA MŠMT 1M0572; GA ČR GA102/08/0593; GA ČR GAP103/11/0335
Grant - others:GA ČR(CZ) GAP403/12/1557
Institutional support: RVO:67985556
Keywords : statistical pattern recognition * feature selection * dimensionality reduction
Subject RIV: BD - Theory of Information
http://library.utia.cas.cz/separaty/2013/RO/somol-0420702.pdf
Permanent Link: http://hdl.handle.net/11104/0243052 - 3.0411320 - 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 - 4.0411232 - UTIA-B 20030219 RIV CZ cze M - Monography Chapter
Grim, Jiří
Pravděpodobnostní neuronové sítě.
[Probabilistic Neural Networks.]
Praha: Academia, 2003. ISBN 80-200-1044-0. In: Umělá inteligence (4). - (Mařík, V.; Štěpánková, O.; Lažanský, J.), s. 276-312
R&D Projects: GA ČR GA402/01/0981
Institutional research plan: CEZ:AV0Z1075907
Keywords : probabilistic neural networks * finite mixtures * statistical pattern recognition
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0131318 - 5.0410696 - 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 - 6.0410670 - UTIA-B 20010139 RIV PT eng C - Conference Paper (international conference)
Somol, Petr - Pudil, Pavel
Feature selection toolbox as a multi-purpose tool in pattern recognition.
Setúbal: ICEIS Press, 2001. ISBN 972-98050-3-2. In: Pattern Recognition in Information Systems. Proceedings of the 1st International Workshop on Pattern Recognition in Information Systems. - (Fred, A.; Jain, A.), s. 91-102
[PRIS 2001 /1./. Setúbal (PT), 06.07.2001-07.07.2001]
R&D Projects: GA ČR GA402/01/0981; GA AV ČR KSK1019101
Institutional research plan: AV0Z1075907
Keywords : statistical pattern recognition * feature selection * software package
Subject RIV: JC - Computer Hardware ; Software
http://library.utia.cas.cz/separaty/historie/somol-feature selection toolbox as a multi-purpose tool in pattern recognition.pdf
Permanent Link: http://hdl.handle.net/11104/0130758 - 7.0410659 - UTIA-B 20010128 RIV DE eng C - Conference Paper (international conference)
Kittler, J. - Pudil, Pavel - Somol, Petr
Advances in statistical feature selection.
Heidelberg: Springer, 2001. Lecture Notes in Computer Science., 2013. ISBN 3-540-41767-2. In: Advances in Pattern Recognition - ICAPR 2001. Proceedings. - (Singh, S.; Murshed, N.; Kropatsch, W.), s. 425-434
[ICAPR /2./. Rio de Janeiro (BR), 11.03.2001-14.03.2001]
R&D Projects: GA ČR GA402/01/0981; GA AV ČR KSK1019101
Institutional research plan: AV0Z1075907
Keywords : statistical pattern recognition * feature selection * methodology
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0130747 - 8.0389404 - ÚTIA 2013 RIV GB eng C - Conference Paper (international conference)
Pudil, P. - Blažek, L. - Částek, O. - Somol, P. - Grim, Jiří
Identification of Corporate Competitiveness Factors – Comparing Different Approaches.
Proceedings of the International Conference on Management, Leadership and Governance 2013. Reading: Academic Conferences and Publishing International Limited, 2013, s. 259-267. ISBN 978-1-909507-00-5. ISSN 2049-6818.
[International Conference on Management, Leadership and Governance. Bangkok (TH), 07.02.2013-08.02.2013]
Grant - others:GA ČR(CZ) GAP403/12/1557
Institutional support: RVO:67985556
Keywords : factors of corporate competitiveness * corporate financial performance * empirical research * non-linear regression * feature selection * statistical pattern recognition
Subject RIV: AH - Economics
http://library.utia.cas.cz/separaty/2013/RO/grim-identification of corporate competitiveness factors - comparing different approaches.pdf
Permanent Link: http://hdl.handle.net/11104/0218411 - 9.0350163 - ÚTIA 2011 RIV DE eng C - Conference Paper (international conference)
Grim, Jiří - Hora, Jan
Computational Properties of Probabilistic Neural Networks.
Artificial Neural Networks – ICANN 2010. Berlin Heidelberg: Springer Verlag, 2010 - (Diamantaras, K.; Duch, W.; Iliadis, L.), s. 31-40. Lecture Notes in Computer Science, LNCS, Volume 6354. ISBN 978-3-642-15818-6.
[ICANN 2010. International Conference on Artificial Neural Networks /20./. Thessaloniki (GR), 15.09.2010-18.09.2010]
R&D Projects: GA ČR GA102/07/1594; GA MŠMT 1M0572
Grant - others:GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : Probabilistic neural networks * Statistical pattern recognition * Subspace approach * Overfitting reduction
Subject RIV: IN - Informatics, Computer Science
http://library.utia.cas.cz/separaty/2010/RO/grim-computational properties of probabilistic neural networks.pdf
Permanent Link: http://hdl.handle.net/11104/0190237 - 10.0341554 - 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