Search results

  1. 1.
    0497831 - ÚTIA 2019 RIV US eng M - Monography Chapter
    Grim, Jiří - Somol, Petr
    A Statistical Review of the MNIST Benchmark Data Problem.
    Advances in Pattern Recognition Research. New York: Nova Science Publishers, Inc., 2018 - (Lu, T.; Chao, T.), s. 172-193. ISBN 978-1-53614-429-1
    R&D Projects: GA ČR GA17-18407S
    Institutional support: RVO:67985556
    Keywords : MNIST benchmark * multivariate Bernoulli mixtures * EM algorithm
    OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
    http://library.utia.cas.cz/separaty/2018/RO/grim-0497831.pdf
    Permanent Link: http://hdl.handle.net/11104/0290648
     
     
  2. 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 MŠk 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. 3.
    0410987 - UTIA-B 20020201 RIV NL eng M - Monography Chapter
    Pudil, Pavel - Novovičová, Jana - Somol, Petr
    Recent feature selection methods in statistical pattern recognition.
    Dordrecht: Kluwer, 2003. ISBN 1-4020-0953-4. In: Pattern Recognition and String Matching. - (Chen, D.; Cheng, X.), s. 1-51
    R&D Projects: GA ČR GA402/01/0981; GA AV ČR KSK1019101
    Institutional research plan: CEZ:AV0Z1075907
    Keywords : pattern recognition * feature selection * search methods
    Subject RIV: BC - Control Systems Theory
    Permanent Link: http://hdl.handle.net/11104/0131074
     
     
  4. 4.
    0342820 - ÚTIA 2011 RIV HR eng M - Monography Chapter
    Somol, Petr - Novovičová, Jana - Pudil, Pavel
    Efficient Feature Subset Selection and Subset Size Optimization.
    Pattern Recognition, Recent Advances. Vukovar, Croatia: In-Teh, 2010 - (Herout, A.), s. 75-98. ISBN 978-953-7619-90-9
    R&D Projects: GA MŠk 1M0572; GA ČR GA102/08/0593; GA ČR GA102/07/1594
    Grant - others: GA MŠk(CZ) 2C06019
    Institutional research plan: CEZ:AV0Z10750506
    Keywords : dimensionality reduction * pattern recognition * machine learning * feature selection * optimization * subset search * classification
    Subject RIV: BD - Theory of Information
    http://library.utia.cas.cz/separaty/2010/RO/somol-efficient feature subset selection and subset size optimization.pdf
    Permanent Link: http://hdl.handle.net/11104/0185446