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  1. 1.
    0432490 - ÚI 2015 RIV CZ eng C - Conference Paper (international conference)
    Vidnerová, Petra - Neruda, Roman
    Meta-Parameters of Kernel Methods and Their Optimization.
    ITAT 2014. Information Technologies - Applications and Theory. Part II. Prague: Institute of Computer Science AS CR, 2014 - (Kůrková, V.; Bajer, L.; Peška, L.; Vojtáš, R.; Holeňa, M.; Nehéz, M.), s. 99-105. ISBN 978-80-87136-19-5.
    [ITAT 2014. European Conference on Information Technologies - Applications and Theory /14./. Demänovská dolina (SK), 25.09.2014-29.09.2014]
    R&D Projects: GA MŠMT(CZ) LD13002
    Institutional support: RVO:67985807
    Keywords : kernel methods * metalearning * computational intelligence
    Subject RIV: IN - Informatics, Computer Science
    Permanent Link: http://hdl.handle.net/11104/0236830
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    0432490.pdf9122.7 KBPublisher’s postprintopen-access
     
     
  2. 2.
    0432488 - ÚI 2015 RIV CZ eng C - Conference Paper (international conference)
    Vejmelka, Martin - Kochanski, A. - Mandel, J.
    Online System for Fire Danger Rating in Colorado.
    ITAT 2014. Information Technologies - Applications and Theory. Part II. Prague: Institute of Computer Science AS CR, 2014 - (Kůrková, V.; Bajer, L.; Peška, L.; Vojtáš, R.; Holeňa, M.; Nehéz, M.), s. 93-98. ISBN 978-80-87136-19-5.
    [ITAT 2014. European Conference on Information Technologies - Applications and Theory /14./. Demänovská dolina (SK), 25.09.2014-29.09.2014]
    R&D Projects: GA ČR GA13-17187S
    Institutional support: RVO:67985807
    Keywords : fire danger * fuel moisture * data assimilation * remote automated weather stations * real-time mesoscale analysis * software * nebezpečí požáru * vlhkost paliva * asimilace dat * vzdálené automatické meteostanice
    Subject RIV: BB - Applied Statistics, Operational Research
    Permanent Link: http://hdl.handle.net/11104/0236829
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    0432488.pdf1212 KBPublisher’s postprintopen-access
     
     
  3. 3.
    0432486 - ÚI 2015 RIV CZ eng C - Conference Paper (international conference)
    Pulc, P. - Holeňa, Martin
    Case Study in Approaches to the Classification of Audiovisual Recordings of Lectures and Conferences.
    ITAT 2014. Information Technologies - Applications and Theory. Part II. Prague: Institute of Computer Science AS CR, 2014 - (Kůrková, V.; Bajer, L.; Peška, L.; Vojtáš, R.; Holeňa, M.; Nehéz, M.), s. 79-84. ISBN 978-80-87136-19-5.
    [ITAT 2014. European Conference on Information Technologies - Applications and Theory /14./. Demänovská dolina (SK), 25.09.2014-29.09.2014]
    R&D Projects: GA ČR GA13-17187S
    Institutional support: RVO:67985807
    Keywords : multimedial data * classification * ensembles of classifiers
    Subject RIV: IN - Informatics, Computer Science
    Permanent Link: http://hdl.handle.net/11104/0236826
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    0432486.pdf2205.8 KBPublisher’s postprintopen-access
     
     
  4. 4.
    0432430 - ÚI 2015 RIV CZ eng C - Conference Paper (international conference)
    Pevný, T. - Kopp, Martin
    Explaining Anomalies with Sapling Random Forests.
    ITAT 2014. Information Technologies - Applications and Theory. Part II. Prague: Institute of Computer Science AS CR, 2014 - (Kůrková, V.; Bajer, L.; Peška, L.; Vojtáš, R.; Holeňa, M.; Nehéz, M.), s. 71-78. ISBN 978-80-87136-19-5.
    [ITAT 2014. European Conference on Information Technologies - Applications and Theory /14./. Demänovská dolina (SK), 25.09.2014-29.09.2014]
    R&D Projects: GA ČR GA13-17187S
    Grant - others:GA ČR(CZ) GPP103/12/P514
    Institutional support: RVO:67985807
    Keywords : anomaly explanation * decision trees * feature selection * random forest
    Subject RIV: BB - Applied Statistics, Operational Research
    Permanent Link: http://hdl.handle.net/11104/0236783
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    0432430.pdf25102.8 KBPublisher’s postprintopen-access
     
     
  5. 5.
    0432428 - ÚI 2015 RIV CZ eng C - Conference Paper (international conference)
    Kůrková, Věra
    Representations of Boolean Functions by Perceptron Networks.
    ITAT 2014. Information Technologies - Applications and Theory. Part II. Prague: Institute of Computer Science AS CR, 2014 - (Kůrková, V.; Bajer, L.; Peška, L.; Vojtáš, R.; Holeňa, M.; Nehéz, M.), s. 68-70. ISBN 978-80-87136-19-5.
    [ITAT 2014. European Conference on Information Technologies - Applications and Theory /14./. Demänovská dolina (SK), 25.09.2014-29.09.2014]
    R&D Projects: GA MŠMT(CZ) LD13002
    Institutional support: RVO:67985807
    Keywords : perceptron networks * model complexity * Boolean functions
    Subject RIV: IN - Informatics, Computer Science
    Permanent Link: http://hdl.handle.net/11104/0236782
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    0432428.pdf358 KBPublisher’s postprintopen-access
     
     
  6. 6.
    0432410 - ÚI 2015 RIV CZ eng C - Conference Paper (international conference)
    Kopp, Martin - Pevný, T. - Holeňa, Martin
    Interpreting and Clustering Outliers with Sapling Random Forests.
    ITAT 2014. Information Technologies - Applications and Theory. Part II. Prague: Institute of Computer Science AS CR, 2014 - (Kůrková, V.; Bajer, L.; Peška, L.; Vojtáš, R.; Holeňa, M.; Nehéz, M.), s. 61-67. ISBN 978-80-87136-19-5.
    [ITAT 2014. European Conference on Information Technologies - Applications and Theory /14./. Demänovská dolina (SK), 25.09.2014-29.09.2014]
    R&D Projects: GA ČR GA13-17187S
    Grant - others:GA ČR(CZ) GPP103/12/P514
    Institutional support: RVO:67985807
    Keywords : anomaly detection * anomaly interpretation * clustering * decision trees * feature selection * random forest
    Subject RIV: IN - Informatics, Computer Science
    Permanent Link: http://hdl.handle.net/11104/0236773
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    0432410.pdf26156.4 KBPublisher’s postprintopen-access
     
     
  7. 7.
    0432406 - ÚI 2015 RIV CZ eng C - Conference Paper (international conference)
    Kalina, Jan - Duintjer Tebbens, Jurjen - Schlenker, Anna
    Robustness of High-Dimensional Data Mining.
    ITAT 2014. Information Technologies - Applications and Theory. Part II. Prague: Institute of Computer Science AS CR, 2014 - (Kůrková, V.; Bajer, L.; Peška, L.; Vojtáš, R.; Holeňa, M.; Nehéz, M.), s. 53-60. ISBN 978-80-87136-19-5.
    [ITAT 2014. European Conference on Information Technologies - Applications and Theory /14./. Demänovská dolina (SK), 25.09.2014-29.09.2014]
    R&D Projects: GA ČR GA13-17187S; GA ČR GA13-06684S
    Grant - others:GA UK(CZ) 264513; CESNET Development Fund(CZ) 494/2013
    Institutional support: RVO:67985807
    Keywords : classification analysis * robust estimation * high-dimensional data
    Subject RIV: IN - Informatics, Computer Science
    Permanent Link: http://hdl.handle.net/11104/0236770
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    0432406.pdf2126.7 KBPublisher’s postprintopen-access
     
     
  8. 8.
    0432405 - ÚI 2015 RIV CZ eng C - Conference Paper (international conference)
    Chotard, A. - Holeňa, Martin
    Important Markov-Chain Properties of (1,lambda)-ES Linear Optimization Models.
    ITAT 2014. Information Technologies - Applications and Theory. Part II. Prague: Institute of Computer Science AS CR, 2014 - (Kůrková, V.; Bajer, L.; Peška, L.; Vojtáš, R.; Holeňa, M.; Nehéz, M.), s. 44-52. ISBN 978-80-87136-19-5.
    [ITAT 2014. European Conference on Information Technologies - Applications and Theory /14./. Demänovská dolina (SK), 25.09.2014-29.09.2014]
    R&D Projects: GA ČR GA13-17187S
    Institutional support: RVO:67985807
    Keywords : evolution strategies * random steps * linear optimization * Markov chain models * Archimedean copulas
    Subject RIV: IN - Informatics, Computer Science
    Permanent Link: http://hdl.handle.net/11104/0236769
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    0432405.pdf0141 KBPublisher’s postprintopen-access
     
     
  9. 9.
    0432404 - ÚI 2015 RIV CZ eng C - Conference Paper (international conference)
    Bajer, Lukáš - Holeňa, Martin
    Towards Low-Dimensional Gaussian Process Metamodels for CMA-ES.
    ITAT 2014. Information Technologies - Applications and Theory. Part II. Prague: Institute of Computer Science AS CR, 2014 - (Kůrková, V.; Bajer, L.; Peška, L.; Vojtáš, R.; Holeňa, M.; Nehéz, M.), s. 33-37. ISBN 978-80-87136-19-5.
    [ITAT 2014. European Conference on Information Technologies - Applications and Theory /14./. Demänovská dolina (SK), 25.09.2014-29.09.2014]
    R&D Projects: GA ČR GA13-17187S
    Institutional support: RVO:67985807
    Keywords : CMA-ES * Gaussian processes * global optimization * surrogate model * metamodel
    Subject RIV: IN - Informatics, Computer Science
    Permanent Link: http://hdl.handle.net/11104/0236768
    FileDownloadSizeCommentaryVersionAccess
    0432404.pdf6345.3 KBPublisher’s postprintopen-access
     
     


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