Search results
- 1.0479432 - ÚTIA 2018 RIV ES eng C - Conference Paper (international conference)
Sečkárová, Vladimíra
Performance of Kullback-Leibler Based Expert Opinion Pooling for Unlikely Events.
Proceedings of the NIPS 2016 Workshop on Imperfect Decision Makers. Cambridge: JMLR, 2017 - (Guy, T.; Kárný, M.; Rios-Insua, D.; Wolpert, D.), s. 41-50. Proceedings of Machine Learning Research, volume 58. E-ISSN 1938-7228.
[NIPS 2016 Workshop on Imperfect Decision Makers. Barcelona (ES), 09.12.2016-09.12.2016]
R&D Projects: GA ČR(CZ) GA16-09848S
Institutional support: RVO:67985556
Keywords : Opinion Pooling * Combining Probability Distributions * Minimum KullbackLeibler Divergence
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2017/AS/seckarova-0479432.pdf
Permanent Link: http://hdl.handle.net/11104/0275502 - 2.0474861 - ÚTIA 2018 RIV CH eng C - Conference Paper (international conference)
Sečkárová, Vladimíra - Hrabák, Pavel
Optimizing Movement of Cooperating Pedestrians by Exploiting Floor-Field Model and Markov Decision Process.
Bayesian Statistics in Action. Cham: Springer International Publishing, 2017 - (Argiento, R.; Lanzarone, E.; Villalobos, I.; Mattei, A.), s. 241-251. ISBN 978-3-319-54083-2. ISSN 2194-1009.
[Bayesian Young Statisticians Meeting, BAYSM 2016. Florence (IT), 19.06.2016-21.06.2016]
R&D Projects: GA ČR GA13-13502S; GA ČR(CZ) GA16-09848S
Institutional support: RVO:67985556
Keywords : optimization of cooperating pedestrians * floor-field model * Markov decision process * combination of transition probabilities
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/2017/AS/seckarova-0474861.pdf
Permanent Link: http://hdl.handle.net/11104/0272094 - 3.0468093 - ÚTIA 2017 RIV CH eng C - Conference Paper (international conference)
Hrabák, Pavel - Ticháček, O. - Sečkárová, Vladimíra
Estimation of Discretized Motion of Pedestrians by the Decision-Making Model.
Traffic and Granular Flow '15. Cham: Springer International Publishing, 2016 - (Knoop, V.; Daamen, W.), s. 313-320. ISBN 978-3-319-33481-3.
[Conference on Traffic and Granular Flow ‘15. Nootdorp (NL), 27.10.2015-30.10.2015]
R&D Projects: GA ČR GA13-13502S
Institutional support: RVO:67985556
Keywords : pedestrian motion * statistical analysis * Markov decision process
Subject RIV: BD - Theory of Information
http://library.utia.cas.cz/separaty/2016/AS/hrabak-0468093.pdf
Permanent Link: http://hdl.handle.net/11104/0269414 - 4.0461646 - ÚTIA 2017 RIV ES eng C - Conference Paper (international conference)
Dedecius, Kamil - Sečkárová, Vladimíra
Diffusion estimation of mixture models with local and global parameters.
Proceedings of the 2016 IEEE Workshop on Statistical Signal Processing. Palma de Mallorca, Španělsko: IEEE, 2016, s. 362-366. ISBN 978-1-4673-7802-4.
[2016 IEEE Statistical Signal Processing Workshop. Palma de Mallorca (ES), 26.06.2016-29.06.2016]
R&D Projects: GA ČR(CZ) GP14-06678P; GA ČR GA13-13502S
Institutional support: RVO:67985556
Keywords : diffusion estimation * distributed estimation * exponential family
Subject RIV: BD - Theory of Information
http://library.utia.cas.cz/separaty/2016/AS/dedecius-0461646.pdf
Permanent Link: http://hdl.handle.net/11104/0261345 - 5.0450905 - ÚTIA 2016 RIV CH eng C - Conference Paper (international conference)
Sečkárová, Vladimíra
Weighted Probabilistic Opinion Pooling Based on Cross-Entropy.
Neural Information Processing. Cham: Springer International Publishing, 2015 - (Sabri, A.; Tingwen, H.; Weng, K.; Qingshan, L.), s. 623-629. Lecture Notes in Computer Science, 9490. ISBN 978-3-319-26534-6. ISSN 0302-9743.
[22nd International Conference on Neural Information Processing (ICONIP2015). Istanbul (TR), 09.11.2015-12.11.2015]
R&D Projects: GA ČR GA13-13502S
Institutional support: RVO:67985556
Keywords : Minimum cross-entropy principle * Kullback-Leibler divergence * Linear opinion pooling * Combining probability distributions
Subject RIV: BC - Control Systems Theory
http://library.utia.cas.cz/separaty/2015/AS/seckarova-0450905.pdf
Permanent Link: http://hdl.handle.net/11104/0252663 - 6.0448112 - ÚTIA 2016 RIV CZ eng C - Conference Paper (international conference)
Sečkárová, Vladimíra
On Linear Probabilistic Opinion Pooling Based on Kullback-Leibler Divergence.
Proceedings of the 10th Workshop on Uncertainty Processing WUPES’15. Praha: Oeconomica, 2015 - (Kratochvíl, V.), s. 231-234. ISBN 978-80-245-2102-2.
[WUPES 2015. Workshop on Uncertainty Processing /10./. Monínec (CZ), 16.09.2015-19.09.2015]
R&D Projects: GA ČR GA13-13502S
Institutional support: RVO:67985556
Keywords : linear opinion pooling * minimum cross-entropy principle * expected Kullback-Leibler divergence
Subject RIV: BB - Applied Statistics, Operational Research
http://library.utia.cas.cz/separaty/2015/AS/seckarova-0448112.pdf
Permanent Link: http://hdl.handle.net/11104/0250231 - 7.0431085 - ÚTIA 2015 RIV ES eng C - Conference Paper (international conference)
Dedecius, Kamil - Sečkárová, Vladimíra
Distributed Modelling of Big Dynamic Data with Generalized Linear Models.
Proceedings of the 17th International Conference on Information Fusion (Fusion 2014). Salamanca, Španělsko: International Society of Information Fusion, 2014. ISBN 978-84-9012-355-3.
[17th International Conference on Information Fusion (Fusion 2014). Salamanca (ES), 07.07.2014-10.07.2014]
R&D Projects: GA ČR(CZ) GP14-06678P; GA ČR GA13-13502S
Keywords : distributed estimation * big dynamic data * bayesian inference
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2014/AS/dedecius-0431085.pdf
Permanent Link: http://hdl.handle.net/11104/0236066 - 8.0396771 - ÚTIA 2014 RIV CZ eng C - Conference Paper (international conference)
Sečkárová, Vladimíra
A note on weighted combination methods for probability estimation.
Preprints of the 3rd International Workshop on Scalable Decision Making held in conjunction with ECML/PKDD 2013. Prague: Institute of Information Theory and Automation, 2013 - (Guy, T.; Kárný, M.). ISBN 978-80-903834-8-7.
[The 3rd International Workshop on Scalable Decision Making: Uncertainty, Imperfection, Deliberation held in conjunction with ECML/PKDD 2013. Prague (CZ), 23.09.2013-23.09.2013]
R&D Projects: GA ČR GA13-13502S
Grant - others:GA UK(CZ) SVV 267315
Institutional support: RVO:67985556
Keywords : weighting methods * parameter estimation * Kerridge inaccuracy * maximum entropy principle * binomial distribution
Subject RIV: BD - Theory of Information
http://library.utia.cas.cz/separaty/2013/AS/seckarova-a note on weighted combination methods for probability estimation.pdf
Permanent Link: http://hdl.handle.net/11104/0224701 - 9.0368326 - ÚTIA 2012 RIV CZ eng C - Conference Paper (international conference)
Sečkárová, Vladimíra
Towards a Supra-Bayesian Approach to Merging of Information.
The 2nd International Workshop od Decision Making with Multiple Imperfect Decision Makers. Held in Conjunction with the 25th Annual Conference on Neural Information Processing Systems (NIPS 2011). Prague: Institute of Information Theory and Automation, 2011, s. 81-86. ISBN 978-80-903834-6-3.
[The 2nd International Workshop od Decision Making with Multiple Imperfect Decision Makers. Held in Conjunction with the 25th Annual Conference on Neural Information Processing Systems (NIPS 2011). Sierra Nevada (ES), 16.12.2011-16.12.2011]
R&D Projects: GA MŠMT 1M0572; GA ČR GA102/08/0567
Institutional research plan: CEZ:AV0Z10750506
Keywords : decision makers * Supra-Bayesian * Bayesian solution * Merging
Subject RIV: BB - Applied Statistics, Operational Research
http://library.utia.cas.cz/separaty/2011/AS/seckarova-towards a supra-bayesian approach to merging of information.pdf
Permanent Link: http://hdl.handle.net/11104/0202703 - 10.0368319 - ÚTIA 2012 RIV CZ eng C - Conference Paper (international conference)
Dedecius, Kamil - Sečkárová, Vladimíra
Towards Distributed Bayesian Estimation A Short Note on Selected Aspects.
The 2nd International Workshop od Decision Making with Multiple Imperfect Decision Makers. Held in Conjunction with the 25th Annual Conference on Neural Information Processing Systems (NIPS 2011). Prague: Institute of Information Theory and Automation, 2011, s. 67-72. ISBN 978-80-903834-6-3.
[The 2nd International Workshop od Decision Making with Multiple Imperfect Decision Makers. Held in Conjunction with the 25th Annual Conference on Neural Information Processing Systems (NIPS 2011). Sierra Nevada (ES), 16.12.2011-16.12.2011]
R&D Projects: GA ČR GA102/08/0567
Institutional research plan: CEZ:AV0Z10750506
Keywords : efficient estimation * a linear or nonlinear model * distributed estimation * Bayesian decision making
Subject RIV: BB - Applied Statistics, Operational Research
http://library.utia.cas.cz/separaty/2011/AS/dedecius-towards distributed bayesian estimation a short note on selected aspects.pdf
Permanent Link: http://hdl.handle.net/11104/0202699