Web projektu DAR

Výzkumné centrum
Data - Algoritmy - Rozhodování

Založeno v roce 2005 s podporou MŠMT ČR (projekt 1M0572)

Ing. Václav Šmídl, Ph.D.

výzkumný pracovník

Publikace

Monografie Šmídl V., Quinn, A. : The Variational Bayes Method in Signal Processing. Springer, 2006, 227 pp.

Část monografie Šmídl V., Přikryl J. : From Bayesian Decision-Makers to Bayesian Agents. In: Self-Organization and Autonomic Informatics (I) (Czap H., Unland R., Branki Ch., Tianfield H.). IOS Press, Amsterdam Netherlands 2005, pp. 62 - 76.

Článek v odborném periodiku Hofman R., Šmídl V. : Assimilation of spatio-temporal distribution of radionuclides in early phase of radiation accident Bezpečnost jaderné energie, (2010), pp. 226-228.

Šmídl V., Quinn A. : Mixture-Based Extension of the AR Model and its Recursive Bayesian Identification IEEE Transactions on Signal Processing 53, (2005), 9, pp. 3530-3542.

Šmídl V., Quinn A. : On Bayesian Principal Component Analysis . Computational Statistics and Data Analysis, 51 (2007), 9, pp. 4101-4123.

Šmídl V., Quinn A. : Variational Bayesian Filtering IEEE Transactions on Signal Processing, (2008), 10 (2008), pp. 5020-5030.

Šmídl V., Quinn A., Kárný M., Guy T. : Robust estimation of autoregressive processes using a mixture based filter bank. Systems and Control Letters, 54 (2005), 4, pp. 315-323.

Konferenční příspěvek Ettler P., Andrýsek J., Šmídl V., Kárný M. : Merging of advices from multiple advisory systems (with evaluation on rolling mill data) In: Fifth International Conference on Informatics in Control, Automation and Robotics ICINCO 2008 INSTICC, Madeira, Portugal 2008, pp. 66-71.

Hofman R., Pecha P., Šmídl V. : Recent developments in exploitation of data assimilation in early and late phase of radiation accident In: Abstracts of Contributions to 5th International Workshop on Data-Algorthms-Decision Making UTIA, AV ČR, v.v.i, Praha 2009, pp. .

Hofman R., Šmídl V. : Assimilation of spatio-temporal distribution of radionuclides in early phase of radiation accident In: XXXI. Dny radiační ochrany - sborník abstraktů FJFI ČVUT v Praze, Praha 2009, pp. .

Hofman R., Šmídl V., Pecha P. : Data assimilation in early phase of radiation accident using particle filter In: The Fifth WMO International Symposium on Data Assimilation Australian Government - Bureau of Meteorology, Melbourne 2009, pp. .

Kárný M., Nedoma Petr, Šmídl V. : Cross-validation of controlled dynamic models: Bayesian approach. In: Proceedings of IFAC 05., Praha 2005, pp. 1-6.

Pavelková L., Kárný M., Šmídl V. : Towards Bayesian Filtering on Restricted Support In: Proceedings of the NSSPW workshop, Cambridge 2006, pp. .

Šmídl V. : Bayesian Approach to Multi-Agent Systems In: Proccedings of the 6th International PhD workshop on Systems and Control, Young Generation Viewpoint Jozef Stefan Institute, Ljubljana 2005, pp. .

Šmídl V. : Forgetting-based Estimation of Stationary Parameters in Marginalized Particle Framework In: Abstracts of Contributions to 6th International Workshop on Data – Algorithms – Decision Making ÚTIA AV ČR, Praha 2010, pp. .

Šmídl V. : On Adaptation of Loss Functions in Decentralized Adaptive Control In: Proceedings of the 12th IFAC symposium on Large Scale Systems IFAC, Villeneuve d'Ascq 2010, pp. .

Šmídl V. : Software Analysis Unifying Particle Filtering and Marginalized Particle Filtering In: Proceedings of the 13th International Conference on Information Fusion IET, Edinburgh 2010, pp. .

Šmídl V., Andrýsek J. : Distributed Bayesian Decision Making: Early Experiments. In: Proceedings of the 7th International Ph.D. Workshop: Young Generation Viewpoint., Praha 2006, pp. 245-255.

Šmídl V., Andrýsek J. : Merging of Multistep Predictors for Decentralized Adaptive Control In: Proceedings of the American Control Conference IEEE, Seattle 2008, pp. .

Šmídl V., Kárný M. : Log-Normal Merging for Distributed System Identification In: Proceedings of the 15th IFAC Symposium on System Identification IFAC, Saint Malo 2009, pp. .

Šmídl V., Pištěk M. : Presentation of Bayesian Decision Making Toolbox (BDM) In: Abstracts of Contributions to 5th International Workshop on Data – Algorithms – Decision Making ÚTIA, ÚTIA Praha 2009, pp. .

Šmídl V., Přikryl J. : Distributed Bayesian Decision-Making for Urban Traffic Control. In: Proceedings of the 32nd Annual Conference of the IEEE Industrial Electronics Society (IECON 2006). Paris : IEEE, 2006. s. 1-6. [Annual Conference of the IEEE Industrial Electronics Society. IECON'06 /32./. Paris(FR), 06.11.2006-11.11.2006], Paris 2006, pp. 1-6.

Šmídl V., Přikryl J. : From Bayesian Decision Makers to Bayesian Agents. In: Proceedings of Self-Organization and Adaptation of Multi-agent and Grid Systems., 2005, pp. 62-76.

Šmídl V., Quinn A. : Accelerated particle filtering using the Variational Bayes approximation. In: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, IEEE International Conference on Acoustics, Speech, and Signal Processing, (Honolulu, US, 15.04.2007-20.04.2007)., Honolulu, US 2007, pp. 1-4.

Šmídl V., Quinn A. : The Restricted Variational Bayes Approximation in Bayesian Filtering In: Proceedings of the NSSPW workshop, Cambridge 2006, pp. .

Šmídl V., Quinn A. : The Variational Bayes approximation in Bayesian filtering. In: Proceedings of the International conference on Acoustics, Speech and Signal Processing IEEE, 2006, pp. 4.

Šmídl V., Quinn A. : The Variational EM Algorithm for On-Line Identification of Extended AR Models. In: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing. IEEE., Philadelphia 2005, pp. 1-4.

Šmídl V., Tichý O. : Variational Bayes Approximation for Distributed Fully Probabilistic Design In: Abstracts of Contributions to 6th International Workshop on Data-Algorthms-Decision Making ÚTIA AV ČR, v.v.i, Praha 2010, pp. .

Konferenční sborník Hofman R., Šmídl V., Pavelková L. (Eds.): Proceedings of the 10th International PhD Workshop on Systems and Control UTIA, AV ČR, v.v.i, Praha 2009, pp.

Šmídl V., Andrýsek J., Přikryl J. (Eds.): Proceedings of the 7th International Ph.D. Workshop: Young Generation Viewpoint. ÚTIA AV ČR, Praha 2006, 264 pp.

Interní tisk Kárný M., Nedoma Petr, Šmídl V. : On Cross-validation of controlled dynamic models: Bayesian approach. Interní publikace DAR - ÚTIA 2005/17. ÚTIA AV ČR, Praha 2005, 6 pp.

Pavelková L., Kárný M., Šmídl V. : Towards Bayesian Filtering on Restricted Support. Interní publikace DAR - ÚTIA 2006/6. ÚTIA AV ČR, Praha 2006, 2 pp.

Šmídl V., Přikryl J. : Distributed Bayesian Decision-Making for Urban Traffic Control. Interní publikace DAR - ÚTIA 2006/7. ÚTIA AV ČR, Praha 2006, 6 pp.

Šmídl V., Přikryl J. : From Bayesian Decision Makers to Bayesian Agents. Interní publikace DAR - ÚTIA 2005/16. ÚTIA AV ČR, Praha 2005, 14 pp.

Šmídl V., Quinn A. : The Variational Bayes Approximation in Bayesian Filtering. Interní publikace DAR - ÚTIA AV ČR 2005/34. ÚTIA AV ĆR, Praha 2005, 4 pp.

Výzkumná zpráva Šmídl V. : On Estimation of Unknown Disturbances of Non-Linear State-Space Model Using Marginalized Particle Filter (Research Report 2245) ÚTIA AV ČR, Praha 2008, pp.

Šmídl V. : On Structure of Predictors Allowing Distributed Dynamic Bayesian Decision-Making (Research Report 2211) ÚTIA AV ČR, v.v.i, Praha 2008, pp.

Šmídl V. : Robust Detection of Linear Part of Patlak-Rutland Plots (Research Report 2243) ÚTIA AV ČR, v.v.i, Praha 2008, pp.

Šmídl V. : Sequential Sampling Techniques for Log-Normal Combination of Probability Densities (Research Report 2245) ÚTIA AV ČR, Praha 2008, pp.

Šmídl V., Andrýsek J. : Distributed Bayesian Decision-Making: Further Experiments (Interní publikace DAR - ÚTIA 2007/16) ÚTIA AV ČR, Praha 2007, 18 pp.

Aplikace/Elektronický dokument BDM: C++ knihovna algoritmů Bayesovského rozhodování (Software)

Matlab framework for dynamic decision making under uncertainty Mixtools3000 (Software)

Bayesian Decision Making library (Software)

Přednášky

Šmídl V.
BDM: C++ Toolbox for Bayesian Decision Making
V rámci akce: Pravidelný seminář DAR na Katedře kybernetiky, FAV, ZČU v Plzni.
Oct. 13 2009, 14:00-16:00 KKY, FAV, ZČU v Plzni

Šmídl V.
General Interface Supporting Merging of Fragmental Probabilistic Information for a Flatly Structured Cooperation.
V rámci akce: 4th International Workshop on Data - Algorithms - Decision Making 2008.
Nov. 30 2008, 17:30-17:50 Loučeň

Šmídl V.
Je Matlab vhodné prostředí pro vědecké výpočty? Úvod do IT++.
V rámci akce: Pravidelný seminář Rozhodování a řízení za neurčitosti.
Jun. 24 2008, 14:00-15:00 místnost č. 474, ÚTIA, AVČR

Šmídl V., Ettler P.
Bayesian merging of multiple advices and its application to a cold rolling mill
Jan. 15 2008, 14:00-15:00 místnost č. 474, ÚTIA, AVČR

Šmídl V.
O využití dynamických Bayesovských sítí v analýze problému rozhodování s více účastníky
V rámci akce: Pravidelný seminář Inteligentní systémy
Nov. 12 2007, 14:00-15:30 místnost č. 25, ÚTIA, AVČR.

Šmídl V.
Probabilistic mixtures of autoregressive models and their use in control.
V rámci akce: Pravidelný seminář Rozhodování a řízení za neurčitosti.
Sep. 4 2007, 14:00-15:00 místnost 474, ÚTIA AV ČR

Václav Šmídl
Experiments with Distributed Bayesian Decision-Making
V rámci akce: 2nd International Workshop on Data - Algorithms - Decision Making 2006
Dec. 10 2006, 16:15-16:40 Třešť

Václav Šmídl
Přibližné metody dynamického programování.
V rámci akce: Pravidelný seminář Rozhodování a řízení za neurčitosti.
Apr. 18 2006, 14:00-15:00 místnost 474, ÚTIA AV ČR

Ing. Václav Šmídl, PhD. a Dr. Ing. Jan Přikryl
Multiple-Participant Decision Making for Urban Traffic Control.
V rámci akce: International Workshop on Data - Algorithms - Decision Making
Dec. 20 2005, 16:00-16:20 ÚTIA AV ČR

Jan Kracík a Václav Šmídl
Nástroje pro spolupráci Bayesovských agentů.
V rámci akce: Výzkumné centrum Data – Algoritmy – Rozhodování, 2. společná konference
Oct. 12 2005, 13:50-14:10 ÚTIA AV ČR

Organizované konference a pravidelné semináře

7th International PhD Workshop, Young Generation Viewpoint
Sep. 25 2006 18:00 - Sep. 30 2006 9:00 Zámek Hrubá Skála

Cesty

Ing.Václav Šmídl, Ph.D. Jul. 20 2009 - Jul. 24 2009 Paříž Francie

Ing.Václav Šmídl, Ph.D. Dec. 10 2008 - Dec. 13 2008 Rakousko, Vídeň

Ing.Václav Šmídl, Ph.D. Jul. 14 2007 - Jul. 21 2007 Dublin, Irsko

Ing.Václav Šmídl, Ph.D. Nov. 6 2006 - Nov. 11 2006 Paříž, Francie

Ing.Václav Šmídl, Ph.D. Sep. 25 2006 - Sep. 30 2006 Zámek Hrubá Skála

Ing.Václav Šmídl, Ph.D. Sep. 12 2006 - Sep. 16 2006 Cambridge, Velká Británie

Ing.Václav Šmídl, Ph.D. May. 15 2006 - May. 20 2006 Toulouse, Francie

Ing.Václav Šmídl, Ph.D. Dec. 11 2005 - Dec. 15 2005 Glasgow, Skotsko

Ing.Václav Šmídl, Ph.D. Oct. 4 2005 - Oct. 8 2005 Slovinsko

Ing.Václav Šmídl, Ph.D. Jul. 6 2005 - Jul. 6 2005 Praha, Česká republika

Ing.Václav Šmídl, Ph.D. Mar. 16 2005 - Mar. 26 2005 Philadelphia, USA