Search results
- 1.0459146 - ÚI 2017 RIV CH eng C - Conference Paper (international conference)
Hartman, David - Hladík, M.
Tight Bounds on the Radius of Nonsingularity.
Scientific Computing, Computer Arithmetic, and Validated Numerics. Revised Selected Papers. Cham: Springer, 2016 - (Nehmeier, M.; Wolff von Gudenberg, J.; Tucker, W.), s. 109-115. Lecture Notes in Computer Science, 9553. ISBN 978-3-319-31768-7. ISSN 0302-9743.
[SCAN 2014. International Symposium on Scientific Computing, Computer Arithmetic, and Validated Numerics /16./. Würzburg (DE), 21.09.2014-26.09.2014]
R&D Projects: GA ČR GA13-17187S
Grant - others:GA ČR(CZ) GA13-10660S
Institutional support: RVO:67985807
Keywords : radius of nonsingularity * bounds * semidefinite programming
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0259385File Download Size Commentary Version Access a0459146.pdf 1 150.3 KB Publisher’s postprint require - 2.0449741 - ÚI 2016 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan
Some Robust Estimation Tools for Multivariate Models.
The 9th International Days of Statistics and Economics Conference Proceedings. Praha: VŠE, 2015 - (Löster, T.; Pavelka, T.), s. 713-722. ISBN 978-80-87990-06-3.
[International Days of Statistics and Economics /9./. Prague (CZ), 10.09.2015-12.09.2015]
R&D Projects: GA ČR GA13-17187S
Grant - others:GA ČR(CZ) GA13-01930S
Institutional support: RVO:67985807
Keywords : robust data mining * high-dimensional data * cluster analysis * outliers
Subject RIV: BB - Applied Statistics, Operational Research
http://msed.vse.cz/msed_2015/article/7-Kalina-Jan-paper.pdf
Permanent Link: http://hdl.handle.net/11104/0251206File Download Size Commentary Version Access a0449741.pdf 0 537.9 KB Publisher’s postprint require - 3.0447920 - ÚI 2016 RIV DE eng C - Conference Paper (international conference)
Pitra, Z. - Bajer, Lukáš - Holeňa, Martin
Comparing SVM, Gaussian Process and Random Forest Surrogate Models for the CMA-ES.
Proceedings ITAT 2015: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2015 - (Yaghob, J.), s. 186-193. CEUR Workshop Proceedings, V-1422. ISBN 978-1-5151-2065-0. ISSN 1613-0073.
[ITAT 2015. Conference on Theory and Practice of Information Technologies /15./. Slovenský Raj (SK), 17.09.2015-21.09.2015]
R&D Projects: GA ČR GA13-17187S
Grant - others:GA MŠk(CZ) ED2.1.00/03.0078; ČVUT(CZ) SGS14/205/OHK4/3T/14; GA MŠk(CZ) LM2010005
Institutional support: RVO:67985807
Keywords : black-box optimization * surrogate modelling * CMA-ES * Gaussian process * random forest
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0249674File Download Size Commentary Version Access a0447920.pdf 0 1.5 MB Publisher’s postprint require - 4.0447919 - ÚI 2016 RIV DE eng C - Conference Paper (international conference)
Kudinov, A. - Bajer, L. - Pitra, Z. - Holeňa, Martin
Investigation of Gaussian Processes in the Context of Black-Box Evolutionary Optimization.
Proceedings ITAT 2015: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2015 - (Yaghob, J.), s. 159-166. CEUR Workshop Proceedings, V-1422. ISBN 978-1-5151-2065-0. ISSN 1613-0073.
[ITAT 2015. Conference on Theory and Practice of Information Technologies /15./. Slovenský Raj (SK), 17.09.2015-21.09.2015]
R&D Projects: GA ČR GA13-17187S
Institutional support: RVO:67985807
Keywords : black-box optimization * evolutionary optimization * multimodal optimization * surrogate modelling * Gaussian process
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0249673File Download Size Commentary Version Access a0447919.pdf 2 861.7 KB Publisher’s postprint require - 5.0447918 - ÚI 2016 RIV DE eng C - Conference Paper (international conference)
Kopp, M. - Pulc, P. - Holeňa, Martin
Search for Structure in Audiovisual Recordings of Lectures and Conferences.
Proceedings ITAT 2015: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2015 - (Yaghob, J.), s. 150-158. CEUR Workshop Proceedings, V-1422. ISBN 978-1-5151-2065-0. ISSN 1613-0073.
[ITAT 2015. Conference on Theory and Practice of Information Technologies /15./. Slovenský Raj (SK), 17.09.2015-21.09.2015]
R&D Projects: GA ČR GA13-17187S
Grant - others:GA MŠk(CZ) LM2010005
Institutional support: RVO:67985807
Keywords : multimedial data * audiovisual recordings * self-organizing map * hierarchical clustering * cluster size
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0249672File Download Size Commentary Version Access a0447918.pdf 1 847.1 KB Publisher’s postprint require - 6.0447917 - ÚI 2016 RIV DE eng C - Conference Paper (international conference)
Kopp, Martin - Holeňa, Martin
Evaluation of Association Rules Extracted during Anomaly Explanation.
Proceedings ITAT 2015: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2015 - (Yaghob, J.), s. 143-149. CEUR Workshop Proceedings, V-1422. ISBN 978-1-5151-2065-0. ISSN 1613-0073.
[ITAT 2015. Conference on Theory and Practice of Information Technologies /15./. Slovenský Raj (SK), 17.09.2015-21.09.2015]
R&D Projects: GA ČR GA13-17187S
Institutional support: RVO:67985807
Keywords : anomaly detection * anomaly interpretation * association rules * confidence boost * random forest
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0249671File Download Size Commentary Version Access a0447917.pdf 0 684.3 KB Publisher’s postprint require - 7.0446913 - ÚI 2016 RIV US eng C - Conference Paper (international conference)
Bajer, Lukáš - Pitra, Z. - Holeňa, Martin
Investigation of Gaussian Processes and Random Forests as Surrogate Models for Evolutionary Black-Box Optimization.
GECCO Companion '15. Genetic and Evolutionary Computation Conference. Companion Material Proceedings. New York: ACM, 2015 - (Silva, S.), s. 1351-1352. ISBN 978-1-4503-3488-4.
[GECCO Companion '15. Genetic and Evolutionary Computation Conference. Madrid (ES), 11.07.2015-15.07.2015]
R&D Projects: GA ČR GA13-17187S
Grant - others:ČVUT(CZ) SGS14/205/OHK4/3T/14; GA MŠk(CZ) ED2.1.00/03.0078
Institutional support: RVO:67985807
Keywords : Black-box optimization * Surrogate model * Gaussian process * Random forest
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0248875File Download Size Commentary Version Access a0446913.pdf 0 804.9 KB Publisher’s postprint require - 8.0446912 - ÚI 2016 RIV US eng C - Conference Paper (international conference)
Bajer, Lukáš - Pitra, Z. - Holeňa, Martin
Benchmarking Gaussian Processes and Random Forests Surrogate Models on the BBOB Noiseless Testbed.
GECCO Companion '15. Genetic and Evolutionary Computation Conference. Companion Material Proceedings. New York: ACM, 2015 - (Silva, S.), s. 1143-1150. ISBN 978-1-4503-3488-4.
[GECCO Companion '15. Genetic and Evolutionary Computation Conference. Madrid (ES), 11.07.2015-15.07.2015]
R&D Projects: GA ČR GA13-17187S
Grant - others:ČVUT(CZ) SGS14/205/OHK4/3T/14; GA MŠk(CZ) ED2.1.00/03.0078; GA MŠk(CZ) LM2010005
Institutional support: RVO:67985807
Keywords : benchmarking * black-box optimization * surrogate model * Gaussian process * random forest
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0248874File Download Size Commentary Version Access a0446912.pdf 1 1.7 MB Publisher’s postprint require - 9.0446436 - ÚI 2016 RIV CZ eng C - Conference Paper (international conference)
Górecki, J. - Hofert, M. - Holeňa, Martin
On the Consistency of an Estimator for Hierarchical Archimedean Copulas.
Proceedings of 32nd International Conference Mathematical Methods in Economics MME 2014. Olomouc: Palacký University, 2014 - (Talašová, J.; Stoklasa, J.; Talášek, T.), s. 239-244. ISBN 978-80-244-4209-9.
[MME 2014. International Conference Mathematical Methods in Economics /32./. Olomouc (CZ), 10.09.2014-12.09.2014]
R&D Projects: GA ČR GA13-17187S
Grant - others:Slezská univerzita v Opavě(CZ) SGS/21/2014
Institutional support: RVO:67985807
Keywords : hierarchical Archimedean copula * Kendall distribution function * parameter estimation * structure determination * consistency
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0248436File Download Size Commentary Version Access a0446436.pdf 5 118.6 KB Publisher’s postprint require - 10.0441534 - ÚI 2015 RIV CH eng C - Conference Paper (international conference)
Chotard, A. - Holeňa, Martin
A Generalized Markov-Chain Modelling Approach to (1,lambda)-ES Linear Optimization.
Parallel Problem Solving from Nature - PPSN XIII. Cham: Springer, 2014 - (Bartz-Beielstein, T.; Branke, J.; Filipič, B.; Smith, J.), s. 902-911. Lecture Notes in Computer Science, 8672. ISBN 978-3-319-10761-5. ISSN 0302-9743.
[PPSN 2014. International Conference on Parallel Problem Solving from Nature /13./. Ljubljana (SI), 13.09.2014-17.09.2014]
R&D Projects: GA ČR GA13-17187S
Institutional support: RVO:67985807
Keywords : evolution strategies * continuous optimization * linear optimization * linear constraint * linear function * Markov chain models * Archimedean copulas
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0244526File Download Size Commentary Version Access a0441534.pdf 1 267.5 KB Publisher’s postprint require