Search results
- 1.0365940 - ÚTIA 2012 RIV ES eng C - Conference Paper (international conference)
Grim, Jiří
Preprocessing of Screening Mammograms Based on Local Statistical Models.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL 2011. Barcelona: ACM, 2011, s. 1-5. ISBN 978-1-4503-0913-4.
[4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL 2011, Barcelona. Barcelona (ES), 25.10.2011-29.10.2011]
R&D Projects: GA MŠMT 1M0572
Grant - others:GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : Image processing software * Medical Sciences * Health
Subject RIV: IN - Informatics, Computer Science
http://library.utia.cas.cz/separaty/2011/RO/grim-preprocessing of screening mammograms based on local statistical models.pdf
Permanent Link: http://hdl.handle.net/11104/0201066 - 2.0365937 - ÚTIA 2012 RIV US eng C - Conference Paper (international conference)
Somol, Petr - Grim, Jiří - Pudil, P.
Fast Dependency-Aware Feature Selection in Very-High-Dimensional Pattern Recognition.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2011). Piscataway: IEEE, 2011, s. 502-509. ISBN 978-1-4577-0653-0.
[The 2011 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2011). Anchorage, Alaska (US), 09.10.2011-12.10.2011]
R&D Projects: GA MŠMT 1M0572
Grant - others:GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * high dimensionality * ranking * classification * machine learning
Subject RIV: IN - Informatics, Computer Science
http://library.utia.cas.cz/separaty/2011/RO/somol-fast dependency-aware feature selection in very-high-dimensional pattern recognition-c.pdf
Permanent Link: http://hdl.handle.net/11104/0201063 - 3.0364532 - ÚTIA 2012 RIV CZ eng C - Conference Paper (international conference)
Kratochvíl, Václav
Conditioning and Flexibility in Compositional Models.
Proceedings of 14th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty CJS 2011. Praha: Matfyzpress, 2011 - (Barták, R.), s. 66-73. ISBN 978-80-7378-179-8.
[Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty /14./. Hejnice (CZ), 18.09.2011-21.09.2011]
R&D Projects: GA MŠMT 1M0572; GA ČR GEICC/08/E010; GA ČR GA201/09/1891
Grant - others:GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : compositional models * conditioning * flexibility
Subject RIV: BA - General Mathematics
http://library.utia.cas.cz/separaty/2011/MTR/kratochvil-conditioning and flexibility in compositional models.pdf
Permanent Link: http://hdl.handle.net/11104/0199998 - 4.0353102 - ÚTIA 2011 JP eng C - Conference Paper (international conference)
Kratochvíl, Václav
Relationship between properties characterizing independence equivalence in Bayesian networks and compositional models.
Proceedings of the 13th Czech-Japan Seminar on Data Analysis and Decision Making in Service Science. Otaru: University Hall, 2010 - (Itoh, T.; Suzuki, K.), s. 49-54
[Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty /13./. Otaru (JP), 03.11.2010-05.11.2010]
R&D Projects: GA MŠMT 1M0572; GA ČR GA201/09/1891
Grant - others:GA ČR(XE) ICC/08/E010 Eurocores LogICCC; GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : compositional model * bayesian network * equivalence problem
Subject RIV: IN - Informatics, Computer Science
http://library.utia.cas.cz/separaty/2010/MTR/kratochvil-relationship between properties characterizing independence equivalence in bayesian networks and compositional models.pdf
Permanent Link: http://hdl.handle.net/11104/0192441 - 5.0350888 - ÚTIA 2011 JP eng C - Conference Paper (international conference)
Vejnarová, Jiřina
On Two Approaches to Evidential Network Construction.
Proceedigs of 13h Czech-Japan Seminar on Data Analysis amd Decision Making in Service Science. Otaru: Otaru University, 2010, s. 37-42.
[Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty /13./. Otaru (JP), 03.11.2010-05.11.2010]
R&D Projects: GA AV ČR IAA100750603; GA ČR GA201/09/1891
Grant - others:GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : belief network * conditional independence * conjunctive combination rule
Subject RIV: BA - General Mathematics
http://library.utia.cas.cz/separaty/2010/MTR/vejnarova-on two approaches to evidential network construction.pdf
Permanent Link: http://hdl.handle.net/11104/0190767 - 6.0350163 - 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 - 7.0349664 - ÚTIA 2011 RIV FI eng C - Conference Paper (international conference)
Ottosen, T. - Vomlel, Jiří
All roads lead to Rome — New search methods for optimal triangulations.
Proceedings of the Fifth European Workshop on Probabilistic Graphical Models (PGM-2010). Helsinki: HIIT Publications, 2010, s. 209-216. ISBN 978-952-60-3314-3.
[European Workshop on Probabilistic Graphical Models. Helsinki (FI), 13.09.2010-15.09.2010]
R&D Projects: GA MŠMT 1M0572; GA ČR GA201/09/1891
Grant - others:GA ČR(CZ) ICC/08/E010 Eurocores LogICCC; GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : Bayesian network * graph triangulation
Subject RIV: BD - Theory of Information
http://library.utia.cas.cz/separaty/2010/MTR/vomlel-all roads lead to rome new search methods for optimal triangulations.pdf
Permanent Link: http://hdl.handle.net/11104/0189841 - 8.0349660 - ÚTIA 2011 RIV FI eng C - Conference Paper (international conference)
Ottosen, T. - Vomlel, Jiří
Honour Thy Neighbour — Clique Maintenance in Dynamic Graphs.
Proceedings of the Fifth European Workshop on Probabilistic Graphical Models (PGM-2010). Helsinki: HIIT Publications, 2010, s. 201-208. ISBN 978-952-60-3314-3.
[European Workshop on Probabilistic Graphical Models. Helsinki (FI), 13.09.2010-15.09.2010]
R&D Projects: GA MŠMT 1M0572; GA ČR GA201/09/1891
Grant - others:GA MŠk(CZ) 2C06019; GA ČR(CZ) ICC/08/E010 Eurocores LogICCC
Institutional research plan: CEZ:AV0Z10750506
Keywords : Graph triangulation * Probabilistic Graphical Models
Subject RIV: BD - Theory of Information
http://library.utia.cas.cz/separaty/2010/MTR/vomlel-honour thy neighbour clique maintenance in dynamic graphs.pdf
Permanent Link: http://hdl.handle.net/11104/0189838 - 9.0348710 - ÚTIA 2011 RIV TR eng C - Conference Paper (international conference)
Somol, Petr - Grim, Jiří - Pudil, Pavel
The Problem of Fragile Feature Subset Preference in Feature Selection Methods and A Proposal of Algorithmic Workaround.
Proc. 2010 Int. Conf. on Pattern Recognition. Istanbul: IEEE Computer Society, 2010, s. 4396-4399. ISBN 978-0-7695-4109-9. ISSN 1051-4651.
[20th International Conference on Pattern Recognition. Istanbul (TR), 23.08.2010-26.08.2010]
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 * machine learning * over-fitting * classification * feature weights * weighted features * feature acquisition cost
Subject RIV: BD - Theory of Information
http://library.utia.cas.cz/separaty/2010/RO/somol-the problem of fragile feature subset preference in feature selection methods and a proposal of algorithmic workaround.pdf
Permanent Link: http://hdl.handle.net/11104/0189152 - 10.0348592 - ÚTIA 2011 RIV US eng C - Conference Paper (international conference)
Grim, Jiří - Somol, Petr - Pudil, Pavel
Digital Image Forgery Detection by Local Statistical Models.
2010 Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing. Los Alamitos, California: IEEE computer society, 2010 - (Echizen, I.; Pan, J.; Fellner, D.; Nouak, A.; Kuijper, A.; Jain, L.), s. 579-582. ISBN 978-0-7695-4222-5.
[6th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2010). Darmstadt (DE), 15.10.2010-17.10.2010]
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 : forgery detection * local statistical models * distribution mixtures * EM algorithm
Subject RIV: IN - Informatics, Computer Science
http://library.utia.cas.cz/separaty/2010/RO/grim-digital image forgery detection by local statistical models.pdf
Permanent Link: http://hdl.handle.net/11104/0189094