Institute of Information Theory and Automation

Bibliography

Václav Šmídl

Books and chapters

  1. Šmídl Václav, Přikryl Jan: From Bayesian decision-markers to Beyesian agents , Self-Organization and Automatic Informations, p. 62-76 , Eds: Czap H., Unland R., Branki Ch. (2005)
  2. Šmídl Václav, Quinn A.: The Variational Bayes Method in Signal Processing, Springer, (Heidelberg 2005) (2005)

Journal articles

  1. Šmídl Václav, Quinn A.: Variational Bayesian Filtering , IEEE Transactions on Signal Processing vol.56, 10 (2008), p. 5020-5030 (2008) Download
  2. Šmídl Václav, Quinn A.: On Bayesian Principal Component Analysis , Computational Statistics and Data Analysis vol.51, 9 (2007), p. 4101-4123 (2007) Download
  3. Šmídl Václav, Quinn A.: Mixture-based extension of the AR model and its recursive Bayesian identification , IEEE Transactions on Signal Processing vol.53, 9 (2005), p. 3530-3542 (2005)

Other publications

  1. Hofman Radek, Šmídl Václav: Assimilation of spatio-temporal distribution of radionuclides in early phase of radiation accident , XXXI. Dny radiační ochrany - sborník abstraktů , Eds: Štěpán Václav, XXXI. Dny radiační ochrany, (Kouty nad Desnou, CZ, 02.11.2009-06.11.2009) (2009) Download
  2. Šmídl Václav, Pištěk Miroslav: Bayesian Decision Making library, ( 2009) (2009)
  3. Pecha Petr, Hofman Radek, Šmídl Václav: Bayesian tracking of the toxic plume spreading in the early stage of radiation accident , ESM'2009 The 2009 European Simulation and Modelling Conference, Modelling and Simulation '2009 , Eds: Al-Akaidi Marwan, ESM'2009 The 2009 European Simulation and Modelling Conference, (Leicester, GB, 26.10.2009-29.10.2009) (2009) Download
  4. Hofman Radek, Šmídl Václav, Pecha Petr: Data assimilation in early phase of radiation accident using particle filter , The Fifth WMO International Symposium on Data Assimilation , Eds: Kepert Jeffrey D., The Fifth WMO International Symposium on Data Assimilation, (Melbourne, AU, 05.10.2009-09.10.2009) (2009) Download
  5. Suzdaleva Evgenia, Nagy Ivan, Šmídl Václav: Fully Probabilistic Dynamic Decision Making. Examples to textbook, ( 2009) (2009)
  6. Peroutka Z., Šmídl Václav, Vošmik D.: Challenges and Limits of Extended Kalman Filter based Sensorless Control of Permanent Magnet Synchronous Machine Drives , Proceedings of the 13th European Conference on Power Electronics and Applications, 13th European Conference on Power Electronics and Applications, (Barcelona, ES, 08.09.2009-10.09.2009) (2009) Download
  7. Peroutka Z., Šmídl Václav, Vošmik D.: Challenges and Limits of Extended Kalman Filter based Sensorless Control of Permanent Magnet Synchronous Machine Drives , Proceedings of the 13th European Conference on Power Electronics and Applications, 13th European Conference on Power Electronics and Applications, (Barcelona, ES, 08.09.2009-10.09.2009) (2009) Download
  8. Šmídl Václav, Kárný Miroslav: Log-Normal Merging for Distributed System Identification , Proceedings of the 15th IFAC Symposium on System Identification, 15th IFAC Symposium on System Identification, (Saint Malo, FR, 06.07.2009-08.07.2009) (2009) Download
  9. Albrecht Š., Šmídl Václav: Model Considerations for Memory-based Automatic Music Transcription , 29th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, 29th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, (Oxford, Mississipi, US, 05.07.2009-10.07.2009) (2009) Download
  10. Šmídl Václav, Pištěk Miroslav: Presentation of Bayesian Decision Making Toolbox (BDM) , Abstracts of Contributions to 5th International Workshop on Data – Algorithms – Decision Making , Eds: J a n ž u r a  M a r t i n, I v á n e k J i ř í , 5th International Workshop on Data-Algorithms-Decision Making, (Pilsen, CZ, 29.11.2009-1.12.2009) (2009) Download
  11. Hofman Radek, Šmídl Václav, Pavelková Lenka: Proceedings of the 10th International PhD Workshop on Systems and Control, UTIA, AV ČR, v.v.i, (Praha 2009) , 10th International PhD Workshop on Systems and Control, (Hluboka nad Vltavou, CZ, 22.09.2009-26.09.2009) (2009)
  12. Hofman Radek, Pecha Petr, Šmídl Václav: Recent developments in exploitation of data assimilation in early and late phase of radiation accident , Abstracts of Contributions to 5th International Workshop on Data-Algorthms-Decision Making, 5th International Workshop on Data-Algorthms-Decision Making, (Plzen, CZ, 29.11.2009-01.12.2009) (2009) Download
  13. Pecha Petr, Hofman Radek, Šmídl Václav: Simulation of Random 3-D Trajectories of the Toxic Plume Spreading over the Terrain , 5th WMO Symposium on Data Assimilation , Eds: J.D.Kepert , 5th WMO Symposium on Data Assimilation, (Melbourne, AU, 05.10.2009-09.10.2009) (2009) Download
  14. Šmídl Václav: BDM: C++ knihovna algoritmů Bayesovského rozhodování, ( 2008) (2008)
  15. Ettler P., Andrýsek Josef, Šmídl Václav, Kárný Miroslav: Merging of advices from multiple advisory systems - with evaluation on rolling mill data , Proceedings of the Fifth International Conference on Informatics in Control, Automation and Robotics, ICINCO, (Madeira, PT, 11.05.2008-15.05.2008) (2008) Download
  16. Šmídl Václav, Andrýsek Josef: Merging of Multistep Predictors for Decentralized Adaptive Control , Proceedings of the American Control Conference, American Control Conference, (Seattle, US, 11.06.2008-13.06.2008) (2008) Download
  17. Šmídl Václav: On Estimation of Unknown Disturbances of Non-Linear State-Space Model Using Marginalized Particle Filter, ÚTIA AV ČR, (Praha 2008) Research Report 2245 (2008) Download
  18. Šmídl Václav: Robust Detection of Linear Part of Patlak-Rutland Plots, ÚTIA AV ČR, v.v.i, (Praha 2008) Research Report 2243 (2008) Download
  19. Šmídl Václav: Sequential Sampling Techniques for Log-Normal Combination of Probability Densities, ÚTIA AV ČR, (Praha 2008) Research Report 2244 (2008) Download
  20. Šmídl Václav, Quinn A.: Accelerated particle filtering using the Variational Bayes approximation , 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) (2007)
  21. Šmídl Václav, Andrýsek Josef: Distributed Bayesian Decision-Making: Further Experiments, ÚTIA AV ČR, (Praha 2007) Research Report 2007/16 (2007)
  22. Šmídl Václav: On Structure of Predictors Allowing Distributed Dynamic Bayesian Decision-Making, ÚTIA AV ČR, v.v.i, (Praha 2007) Research Report 2211 (2007)
  23. Šmídl Václav: Distributed Bayesian Decision Making: Early Experiments , Proceedings of Abstracts of the 7th International PhD Workshop on Interplay of societal and technical decision-making, Young Generation Viewpoint, p. 15-17 , Eds: Přikryl J., Šmídl V., International PhD Workshop on Interplay of Societal and Technical Decision-Making, Young Generation Viewpoint /7./, (Hrubá Skála, CZ, 25.09.2006-30.09.2006) (2006)
  24. Šmídl Václav, Andrýsek Josef: Distributed Bayesian Decision Making: Early Experiments , Proceedings of the 7th International Ph.D. Workshop: Young Generation Viewpoint, p. 245-255 , Eds: Šmídl  V., Přikryl J., Andrýsek J., International PhD Workshop on Interplay of Societal and Technical Decision-Making, Young Generation Viewpoint /7./, (Hrubá Skála, CZ, 25.09.2006-30.09.2006) (2006) Download
  25. Šmídl Václav, Přikryl Jan: Distributed Bayesian Decision-Making for Urban Traffic Control, ÚTIA AV ČR, (Praha 2006) Internal Publication 2006/7 (2006)
  26. Šmídl Václav, Přikryl Jan: Distributed Bayesian Decision-Making for Urban Traffic Control , Proceedings of the 32nd Annual Conference of the IEEE Industrial Electronics Society (IECON 2006), p. 1-6, Annual Conference of the IEEE Industrial Electronics Society. IECON'06 /32./, (Paris, FR, 06.11.2006-11.11.2006) (2006)
  27. Andrýsek Josef, Pištěk M., Šmídl Václav, Šterbák O., Tkáč M., Týnovský M., Váňová Irena: Mixtools 3000 Foundation, ÚTIA AV ČR, (Praha 2006) Research Report 2179 (2006) Download
  28. Andrýsek Josef, Přikryl Jan, Šmídl Václav: Mixtools 3000 Interactive Reference Manual, ÚTIA AV ČR, (Praha 2006) Research Report 2178 (2006) Download
  29. Šmídl Václav, Quinn A.: The Restricted Variational Bayes Approximation in Bayesian Filtering , Proceedings of the NSSPW'06 Workshop, p. 1-4, Non-linear Statistical Signal Processing Workshop, (Cambridge, GB, 13.09.2006-15.09.2006) (2006)
  30. Šmídl Václav, Quinn A.: The variational Bayes approximation in Bayesian filtering , Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, p. 1-4, IEEE International Conference on Acoustics, Speech and Signal Processing, (Toulouse, FR, 14.05.2006-19.05.2006) (2006)
  31. Pavelková Lenka, Kárný Miroslav, Šmídl Václav: Towards Bayesian filtering on restricted support , Proceedings of NSSPW '06, p. 1-4, Nonlinear Statistical Siganl Processing Workshop 2006, (Cambridge, GB, 13.09.2006-15.09.2006) (2006)
  32. Pavelková Lenka, Kárný Miroslav, Šmídl Václav: Towards Bayesian Filtering on Restricted Support, ÚTIA AV ČR, (Praha 2006) Internal Publication 2006/6 (2006)
  33. Šmídl Václav: Bayesian approach to multi-agent systems , Proceedings of Abstracts of the 6th International PhD Workshop on Systems and Control a Young Generation Viewpoint, p. 88, Jozef Stefan Institute, (Ljubljana 2005) , International PhD Workshop on Systems and Control a Young Generation Viewpoint /6./, (Izola, SI, 04.10.2005-08.10.2005) (2005)
  34. Kárný Miroslav, Nedoma Petr, Šmídl Václav: Cross-validation of controlled dynamic models: Bayesian approach , Preprints of the 16th World Congress of the International Federation of Automatic Control, p. 1-6, IFAC, (Prague 2005) , IFAC World Congress /16./, (Prague, CZ, 03.07.2005-08.07.2005) (2005)
  35. Šmídl Václav, Přikryl Jan: From Bayesian Decision Makers to Bayesian Agents, ÚTIA AV ČR, (Praha 2005) Internal Publication 2005/16 (2005)
  36. Kárný Miroslav, Nedoma Petr, Šmídl Václav: On Cross-Validation of Controlled Dynamic Models: Bayesian Approach, ÚTIA AV ČR, (Praha 2005) Internal Publication 2005/17 (2005)
  37. Šmídl Václav, Quinn A.: The Variational Bayes Approximation in Bayesian Filtering, ÚTIA AV ČR, (Praha 2005) Internal Publication 2005/34 (2005)
  38. Šmídl Václav, Quinn A.: The Variational EM algorithm for on-line identification of extended AR models , Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, p. 1-4, IEEE, (Philadelphia 2005) , ICASSP 2005, (Philadelphia, US, 18.03.2005-23.03.2005) (2005)
  39. Šmídl Václav, Quinn A.: Variational Bayes for Orthogonal Probabilistic Principal Component Analysis, ÚTIA AV ČR, (Praha 2005) Research Report 2125 (2005)
  40. Šmídl Václav: Bayesian estimation of non-stationary AR model parameters via an unknown forgetting factor , Proceedings of the IEEE Workshop on Signal Processing, p. 100-105, IEEE Workshop on Signal Processing, (New Mexico, US, 01.08.2004-04.08.2004) (2004)
  41. Šmídl Václav, Quinn A., Maniouloux Y.: Fully probabilistic model for functional analysis of medical image data , Proceedings of the Irish Signals and Systems Conference, p. 201-206, Irish Signals and Systems Conference, (Belfast, IE, 30.06.2004-02.07.2004) (2004)
  42. Šmídl Václav: The Variational Bayes Approach in Signal Processing. Ph.D. Thesis, ( 2004) (2004)
  43. Šmídl Václav, Kárný Miroslav, Quinn A.: On prior information in principal component analysis , Irish Signals and Systems Conference 2001. Proceedings, p. 129-134 , Eds: Shorten R., Ward T., Lysaght T., NUI Maynooth, (Maynooth 2001) , Irish Signals and Systems Conference 2001, (Maynooth, IE, 25.06.2001-27.06.2001) (2001)
  44. Šmídl Václav, Kárný Miroslav, Šámal M., Backfrieder W., Szabo Z.: Smoothness prior information in principal component analysis of dynamic image data , Information Processing in Medical Imaging, p. 227-233 , Eds: Insana M. F., Leahy R. M., Springer, (New York 2001) Lecture Notes in Computer Science. vol.2082 , International Conference IPMI 2001 /17./, (Davis, US, 17.06.2001-22.06.2001) (2001)
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Last modification: 03.09.2008
Institute of Information Theory and Automation