Search results

  1. 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. 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. 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. 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. 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. 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. 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. 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. 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. 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