Publications - Vladimíra Sečkárová
Journal articles (6)
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1. * Kamil Dedecius, Vladimíra Sečkárová: Factorized Estimation of Partially Shared Parameters in Diffusion Networks. IEEE Transactions on Signal Processing 65:19 (2017), 5153-5163. Download |
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2. * R. Sabolová, Vladimíra Sečkárová, Jiří Dušek, M. Stehlík: Entropy based statistical inference for methane emissions released from wetland. Chemometrics and Intelligent Laboratory Systems 141:1 (2015), 125-133. Elsevier. Download |
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3. * Vladimíra Sečkárová: DYNAMIC PARAMETER ESTIMATION BASED ON MINIMUM CROSS-ENTROPY METHOD FOR COMBINING INFORMATION SOURCES. Pliska Studia Mathematica Bulgarica 24:5 (2015), 181-188. Download |
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4. * Kamil Dedecius, Vladimíra Sečkárová: Centralized Bayesian reliability modelling with sensor networks. Mathematical and Computer Modelling of Dynamical Systems 19:5 (2013), 471-482. Download |
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5. * Kamil Dedecius, Vladimíra Sečkárová: Dynamic Diffusion Estimation in Exponential Family Models. IEEE Signal Processing Letters 20:11 (2013), 1114-1117. Institute of Electrical and Electronics Engineers. Download |
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6. * Vladimíra Sečkárová: On Supra-Bayesian weighted combination of available data determined by Kerridge inaccuracy ane entropy. Pliska Studia Mathematica Bulgarica 22:1 (2013), 159-168. Download |
Conference papers (13)
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1. * Vladimíra Sečkárová: Performance of Kullback-Leibler Based Expert Opinion Pooling for Unlikely Events. Proceedings of the NIPS 2016 Workshop on Imperfect Decision Makers, 41-50. JMLR, Cambridge 2017. Download |
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2. * Vladimíra Sečkárová, Pavel Hrabák: Optimizing Movement of Cooperating Pedestrians by Exploiting Floor-Field Model and Markov Decision Process. Bayesian Statistics in Action, 241-251. Springer International Publishing, Cham 2017. Download |
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3. * Kamil Dedecius, Vladimíra Sečkárová: Diffusion estimation of mixture models with local and global parameters. Proceedings of the 2016 IEEE Workshop on Statistical Signal Processing, 362-366. IEEE, Palma de Mallorca, Španělsko 2016. Download |
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4. * Pavel Hrabák, O. Ticháček, Vladimíra Sečkárová: Estimation of Discretized Motion of Pedestrians by the Decision-Making Model. Traffic and Granular Flow '15, 313-320. Springer International Publishing, Cham 2016. Download |
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5. * Vladimíra Sečkárová: On Linear Probabilistic Opinion Pooling Based on Kullback-Leibler Divergence. Proceedings of the 10th Workshop on Uncertainty Processing WUPES’15, 231-234. Oeconomica, Praha 2015. Download |
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6. * Vladimíra Sečkárová: Weighted Probabilistic Opinion Pooling Based on Cross-Entropy. Neural Information Processing, 623-629. Springer International Publishing, Cham 2015. Download |
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7. * Kamil Dedecius, Vladimíra Sečkárová: Distributed Modelling of Big Dynamic Data with Generalized Linear Models. Proceedings of the 17th International Conference on Information Fusion (Fusion 2014). International Society of Information Fusion, Salamanca, Španělsko 2014. Download |
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8. * Vladimíra Sečkárová: 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. Institute of Information Theory and Automation, Prague 2013. Download |
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9. * Kamil Dedecius, Vladimíra Sečkárová: 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), 67-72. Institute of Information Theory and Automation, Prague 2011. Download |
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10. * Vladimíra Sečkárová: 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), 81-86. Institute of Information Theory and Automation, Prague 2011. Download |
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11. * Vladimíra Sečkárová: Tools for Decision Making under Uncertainty. WDS'11 Proceedings of Contributed Papers: Part I – Mathematics and Computer Sciences, 19-24. MATFYZPRESS, Prague 2011. Download |
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12. * Vladimíra Sečkárová: Supra-Bayesian Combination of Probability Distributions. Proceedings of the 11th International PhD Workshop on Systems and Control a Young Generation Viewpoint, 112-117. University of Pannonia, Veszprém 2010. Download |
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13. * Vladimíra Sečkárová: Supra-Bayesian Approach to Merging of Incomplete and Incompatible Data. Decision Making with Multiple Imperfect Decision Makers, 1-6. Institute of Information Theory and Automation Academy of Sciences of the Czech Republic, Prague 2010. Download |
Other publications (9)
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1. * Vladimíra Sečkárová: Information-theoretic approach to combining expert opinions in probabilistic form. Abstracts of the 6th Ritsumeikan-Monash Symposium on Probability and Related Fields. Ritsumeikan University, Kusatsu 2016. Download |
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2. * Vladimíra Sečkárová: Cross-entropy based combination of discrete probability distributions for distributed decision making. MFF UK, Praha 2015. Download |
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3. * Vladimíra Sečkárová: Minimum cross-entropy based weights in dynamic diffusion estimation in exponential family. Abstracts of 16th International Summer Conference on Probability and Statistics (ISCPS-2014), 32-33. Bulgarian Academy of Sciences, Sofia 2014. Download |
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4. * Vladimíra Sečkárová, R. Sabolová: I-divergence based statistical inference in exponential family. ROBUST 2014 Program a sborník abstraktů, 21-21. KPMS MFF UK, Praha 2014. Download |
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5. * Vladimíra Sečkárová: Combining Information Sources Using Minimum Cross-Entropy Principle. Book of abstracts of the Second Bayesian Young Statisticians Meeting (BAYSM 2014), 22-22. Vienna University of Economics and Business, Vienna 2014. Download |
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6. * Vladimíra Sečkárová: Zlučovacie metódy založené na informačných divergenciách, entropii a cross-entropii. STOCHASTIKA 2013 - Abstrakty přednášek, 16-16. UK Praha, Praha 2013. Download |
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8. * Vladimíra Sečkárová, Kamil Dedecius: Dynamic Bayesian estimation in diffusion networks. Robust 2012, sborník abstraktů, 25-25. MFF UK, Praha 2012. Download |
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9. * Kamil Dedecius, Vladimíra Sečkárová: Decentralized Distributed Bayesian Estimation. Abstracts of Contributions to 7th International Workshop on Data - Algorithms - Decision Making, 16-16. ÚTIA AVČR, v.v.i, Praha 2011. Download |