Search results
- 1.0475182 - ÚTIA 2018 RIV GB eng J - Journal Article
Grim, Jiří
Approximation of Unknown Multivariate Probability Distributions by Using Mixtures of Product Components: A Tutorial.
International Journal of Pattern Recognition and Artificial Intelligence. Roč. 31, č. 9 (2017), č. článku 1750028. ISSN 0218-0014. E-ISSN 1793-6381
R&D Projects: GA ČR GA17-18407S
Institutional support: RVO:67985556
Keywords : multivariate statistics * product mixtures * naive Bayes models * EM algorithm * pattern recognition * neural networks * expert systems * image analysis
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 1.029, year: 2017
http://library.utia.cas.cz/separaty/2017/RO/grim-0475182.pdf
Permanent Link: http://hdl.handle.net/11104/0272087
- 2.0428565 - 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
- 3.0411404 - UTIA-B 20050134 RIV NL eng J - Journal Article
Grim, Jiří - Somol, Petr - Pudil, Pavel
Probabilistic neural network playing and learning Tic-Tac-Toe.
[Pravděpodobnostní neuronová síť hrající piškvorky schopná učení.]
Pattern Recognition Letters. Roč. 26, č. 12 (2005), s. 1866-1873. ISSN 0167-8655. E-ISSN 1872-7344
R&D Projects: GA ČR GA402/02/1271; GA ČR GA402/03/1310; GA MŠk 1M0572
Grant - others:Comission EU(XE) FP6-507772
Institutional research plan: CEZ:AV0Z10750506
Keywords : neural networks * distribution mixtures * playing games
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 1.138, year: 2005
Permanent Link: http://hdl.handle.net/11104/0131486
- 4.0411265 - UTIA-B 20030252 RIV CZ eng J - Journal Article
Grim, Jiří - Just, P. - Pudil, Pavel
Strictly modular probabilistic neural networks for pattern recognition.
Neural Network World. Roč. 13, č. 6 (2003), s. 599-615. ISSN 1210-0552
R&D Projects: GA ČR GA402/01/0981
Institutional research plan: CEZ:AV0Z1075907
Keywords : neural networks * distribution mixtures * pattern recognition
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0003519
- 5.0411022 - UTIA-B 20030009 RIV NL eng J - Journal Article
Grim, Jiří - Haindl, Michal
Texture modelling by discrete distribution mixtures.
Computational Statistics and Data Analysis. Roč. 41, 3-4 (2003), s. 603-615. ISSN 0167-9473. E-ISSN 1872-7352
R&D Projects: GA ČR GA102/00/0030; GA AV ČR KSK1019101
Institutional research plan: CEZ:AV0Z1075907
Keywords : discrete distribution mixtures * EM algorithm * texture modelling
Subject RIV: JC - Computer Hardware ; Software
Impact factor: 0.711, year: 2003
Permanent Link: http://hdl.handle.net/11104/0131109
- 6.0410828 - UTIA-B 20020042 RIV GB eng J - Journal Article
Grim, Jiří - Kittler, J. - Pudil, Pavel - Somol, Petr
Multiple classifier fusion in probabilistic neural networks.
Pattern Analysis and Applications. Roč. 5, č. 7 (2002), s. 221-233. ISSN 1433-7541. E-ISSN 1433-755X
R&D Projects: GA ČR GA402/01/0981
Institutional research plan: CEZ:AV0Z1075907
Keywords : EM algorithm * information preserving transform * multiple classifier fusion
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 0.667, year: 2002
Permanent Link: http://hdl.handle.net/11104/0130915
- 7.0410441 - UTIA-B 20000157 RIV CZ eng J - Journal Article
Grim, Jiří - Pudil, Pavel - Somol, Petr
Probabilistic information retrieval from census data based on distribution mixtures.
Acta Oeconomica Pragensia. Roč. 8, č. 2 (2000), s. 41-47. ISSN 0572-3043
Grant - others:MŠMT(CZ) VS96063; GA AV(CZ) IAA2075703; GA AV(CZ) KSK1075601
Program: IA; KS
Institutional research plan: AV0Z1075907
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0130530
- 8.0410331 - UTIA-B 20000047 RIV CZ eng J - Journal Article
Grim, Jiří
Self-organizing maps and probabilistic neural networks.
Neural Network World. Roč. 10, č. 3 (2000), s. 407-415. ISSN 1210-0552
Grant - others:GA AV(CZ) IAA2075703; MŠMT(CZ) VS96063; GA AV(CZ) KSK1075601
Program: IA; KS
Institutional research plan: AV0Z1075907
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0003514
- 9.0410066 - UTIA-B 990049 RIV NL eng J - Journal Article
Grim, Jiří - Vejvalková, J.
An iterative inference mechanism for the probabilistic expert system PES.
International Journal of General Systems. Roč. 27, 4/5 (1999), s. 373-396. ISSN 0308-1079. E-ISSN 1563-5104
Grant - others:GA AV(CZ) IAA2075703; GA AV(CZ) KSK1075601; MŠMT(CZ) VS96063
Program: IA; KS
Institutional research plan: AV0Z1075907
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 0.457, year: 1999
Permanent Link: http://hdl.handle.net/11104/0130158
- 10.0410003 - UTIA-B 980245 RIV CZ eng J - Journal Article
Grim, Jiří
Mixture of experts architectures for neural networks as a special case of conditional expectation formula.
Kybernetika. Roč. 34, č. 4 (1998), s. 417-422. ISSN 0023-5954
Grant - others:GA AV(CZ) IAA2075703; MŠMT(CZ) VS96063; GA AV(CZ) KSK1075601
Program: IA; KS
Subject RIV: BD - Theory of Information
Permanent Link: http://hdl.handle.net/11104/0130095