Search results
- 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/11104/0236830File Download Size Commentary Version Access 0432490.pdf 9 122.7 KB Publisher’s postprint open-access - 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/11104/0236829File Download Size Commentary Version Access 0432488.pdf 1 212 KB Publisher’s postprint open-access - 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/11104/0236826File Download Size Commentary Version Access 0432486.pdf 2 205.8 KB Publisher’s postprint open-access - 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/11104/0236783File Download Size Commentary Version Access 0432430.pdf 25 102.8 KB Publisher’s postprint open-access - 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/11104/0236782File Download Size Commentary Version Access 0432428.pdf 3 58 KB Publisher’s postprint open-access - 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/11104/0236773File Download Size Commentary Version Access 0432410.pdf 26 156.4 KB Publisher’s postprint open-access - 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/11104/0236770File Download Size Commentary Version Access 0432406.pdf 2 126.7 KB Publisher’s postprint open-access - 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/11104/0236769File Download Size Commentary Version Access 0432405.pdf 0 141 KB Publisher’s postprint open-access - 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/11104/0236768File Download Size Commentary Version Access 0432404.pdf 6 345.3 KB Publisher’s postprint open-access