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, Hofman Radek :  Tracking of atmospheric release of pollution using unmanned aerial vehicles , Atmospheric Environment vol.67, 1 (2013), p. 425-436 [2013] Download
2. Šmídl Václav, Hofman Radek :  Marginalized Particle Filtering Framework for Tuning of Ensemble Filters , Monthly Weather Review vol.139, 11 (2011), p. 3589-3599 [2011] Download
3. Hofman Radek, Šmídl Václav :  Assimilation of spatio-temporal distribution of radionuclides in early phase of radiation accident , Bezpečnost jaderné energie vol.18, p. 226-228 [2010] Download
4. Šmídl Václav, Quinn A. :  Variational Bayesian Filtering , IEEE Transactions on Signal Processing vol.56, 10 (2008), p. 5020-5030 [2008] Download
5. Šmídl Václav, Quinn A. :  On Bayesian Principal Component Analysis , Computational Statistics and Data Analysis vol.51, 9 (2007), p. 4101-4123 [2007] Download
6. 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. Tichý Ondřej, Šmídl Václav :  Convolution Model of Time-activity Curves in Blind Source Separation, UTIA AV ČR, (Praha 2013) Research Report 2330 [2013] Download
2. Šmídl Václav, Hofman Radek :  Application of Sequential Monte Carlo Estimation for Early Phase of Radiation Accident, UTIA AV CR, v.v.i, (Praha 2012) Research Report 2322 [2012] Download
3. Hofman Radek, Šmídl Václav, Pecha Petr :  Development of Real-Time Bayesian Data Assimilation System for Off-Site Consequence Assessment , 12th International Conference on Radiation Shielding & Topical Meeting of the Radiation Protection and Shielding Division of the American Nuclear Society, 12th International Conference on Radiation Shielding & 17th Topical Meeting of the Radiation Protection and Shielding Division of the American Nuclear Society, (Nara, JP, 2.-7. 9. 2012) [2012] Download
4. Šmídl Václav, Tichý Ondřej :  Automatic Regions of Interest in Factor Analysis for Dynamic Medical Imaging , Proceedings of 2012 IEEE International Symposium on Biomedical Imaging, 2012 IEEE International Symposium on Biomedical Imaging, (Barcelona, ES, 02.05.2012-05.05.2012) [2012] Download
5. Šmídl Václav, Peroutka Z. :  Marginalized Particle Filter for Sensorless Control of PMSM Drives , Proceedings of the 38th Annual Conference of the IEEE Industrial Electronics Society, 38th Annual Conference of the IEEE Industrial Electronics Society, (Montreal, CA, 25.10.2012-28.10.2012) [2012] Download
6. Šmídl Václav, Gustafsson F. :  Bayesian Estimation of Forgetting Factor in Adaptive Filtering and Change Detection , Proceedings of the IEEE Statistical Signal Processing Workshop 2012, 2012 IEEE Statistical Signal Processing Workshop, (Ann Arbor, US, 05.08.2012-08.08.2012) [2012] Download
7. Šmídl Václav, Tichý Ondřej, Šámal M. :  Factor Analysis Of Scintigraphic Image Sequences With Integrated Convolution Model Of Factor Curves , Proceedings of the second international conference on computational bioscience, The Second IASTED International Conference on Computational Bioscience, (Cambridge, GB, 11.07.2011-13.07.2011) [2011] Download
8. Okzan E., Saha S., Gustafsson F., Šmídl Václav :  Non-Parametric Bayesian Measurement Noise Density Estimation in Non-Linear Filtering , Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing 2011, IEEE International Conference on Acoustics, Speech and Signal Processing, (Praha, CZ, 22.05.2011-27.05.2011) [2011] Download
9. Albrecht Š., Šmídl Václav :  Model for Memory-based Music Transcription and its Variational Bayes solution , EUSIPCO 2011: 19th European Signal Processing Conference, 19th European Signal Processing Conference, (Barcelona, ES, 29.08.2011-02.09.2011) [2011] Download
10. Šmídl Václav, Tichý Ondřej :  Variational Bayes in Distributed Fully Probabilistic Decision Making , 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), 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) [2011] Download
11. Šmídl Václav, Peroutka Z. :  Reduced-Order Square-Root EKF for Sensorless Control of PMSM Drives , Proceedings of the 37th Annual Conference of the IEEE Industrial Electronics Society, IEEE Industrial Electronics, IECON 2011 - 37th Annual Conference on, (Melbourne, AU, 07.11.2011-10.11.2011) [2011] Download
12. Hofman Radek, Pecha Petr, Šmídl Václav :  Data assimilation methods for early and late phase of radiation accident - A comprehensive review with examples of methods examined within solution of the grant projet VG20102013018, UTIA AV CR, (Praha 2011) Research Report [2011]
13. Tichý Ondřej, Šmídl Václav :  Decentralization of Fully Probabilistic Control Design using Variational Bayes Approximation , Abstracts of Contributions to 7th International Workshop on Data - Algorithms - Decision Making , Eds: Janžura M., Ivánek J., 7th International Workshop on Data – Algorithms – Decision Making, (Mariánská, CZ, 27.11.2011-29.11.2011) [2011] Download
14. Šmídl Václav, Hofman Radek :  Bayesian Methods for Optimization of Radiation Monitoring Networks, UTIA AV CR, v.v.i, (Praha 2011) Research Report 2315 [2011] Download
15. Hofman Radek, Šmídl Václav :  Evaluation of Expected Consequences of a Nuclear Power Plant Accident using Sequential Monte Carlo , XXXIII Dni radiačnej ochrany, XXXIII Dni radiačnej ochrany, (Štiavnické Vrchy, SK, 07.11.2011-11.11.2011) [2011]
16. Šmídl Václav :  On Adaptation of Loss Functions in Decentralized Adaptive Control , Proceedings of the 12th IFAC symposium on Large Scale Systems, 12th LSS symposium, Large Scale Systems: Theory and Applications, (Villeneuve d'Ascq, FR, 12.07.2010-14.07.2010) [2010] Download
17. Sidorov D., Grishin Y., Šmídl Václav :  On-line Detection of Inter-area Oscillations using Forgetting Approach for Power Systems Monitoring , Proceedings of the 2nd International Conference on Computer and Automation Engineering, 2nd International Conference on Computer and Automation Engineering, (Singapore, SG, 26.02.2010-28.02.2010) [2010] Download
18. Šmídl Václav :  Software Analysis Unifying Particle Filtering and Marginalized Particle Filtering , Proceedings of the 13th International Conference on Information Fusion, 13th International Conference on Information Fusion, (Edinburgh, GB, 26.07.2010-29.07.2010) [2010] Download
19. Saha S., Okzan E., Gustafsson F., Šmídl Václav :  Marginalized Particle Filters for Bayesian Estimation of Gaussian Noise Parameters , Proceedings of the 13th International Conference on Information Fusion, 13th International Conference on Information Fusion, (Edinburgh, GB, 26.07.2010-29.07.2010) [2010] Download
20. Albrecht Š., Šmídl Václav :  Improvements of Continuous Model for Memory-based Automatic Music Transcription , Proceedings of the 18th European signal processing conference, European signal processing conference, (Aalborg, DK, 23.07.2010-27.07.2010) [2010] Download
21. Sidorov D., Panasetsky D., Šmídl Václav :  Non-stationary Autoregressive Model for On-line Detection of Inter-area Oscillations in Power Systems , Innovative Smart Grid Technologies Conference Europe, Innovative Smart Grid Technologies Conference Europe (ISGT Europe), (Gothenburgh, SE, 11.10.2010-13.10.2010) [2010] Download
22. Hofman Radek, Šmídl Václav :  EnKF within the Marginalized Particle Filter and Its Application for Adaptive Estimation of Inflation Factor , 2010 The Meeting of the Americas, 2010 The Meeting of the Americas, (Foz do Iguaçu, BR, 08.08.2010-12.08.2010) [2010] Download
23. Šmídl Václav :  Forgetting-based Estimation of Stationary Parameters in Marginalized Particle Framework , Abstracts of Contributions to 6th International Workshop on Data – Algorithms – Decision Making , Eds: Ivánek Jiří, Janžura Martin, 6th international workshop on Data - Algorithm - Decision making, (Jindřichův Hradec, CZ, 02.12.2010-04.12.2010) [2010] Download
24. Šmídl Václav, Tichý Ondřej :  Variational Bayes Approximation for Distributed Fully Probabilistic Design , Abstracts of Contributions to 6th International Workshop on Data-Algorthms-Decision Making, 6th international workshop on Data - Algorithm - Decision making, (Jindřichův Hradec, CZ, 02.12.2010-04.12.2010) [2010] Download
25. 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
26. 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
27. 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]
28. 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
29. 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
30. 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
31. Šmídl Václav, Pištěk Miroslav :  Bayesian Decision Making library, ( 2009) [2009]
32. 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
33. Suzdaleva Evgenia, Nagy Ivan, Šmídl Václav :  Fully Probabilistic Dynamic Decision Making. Examples to textbook, ( 2009) [2009]
34. 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
35. 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
36. 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
37. 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
38. Šmídl Václav :  BDM: C++ knihovna algoritmů Bayesovského rozhodování, ( 2008) [2008]
39. 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
40. 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
41. Šmídl Václav :  Robust Detection of Linear Part of Patlak-Rutland Plots, ÚTIA AV ČR, v.v.i, (Praha 2008) Research Report 2243 [2008] Download
42. Šmídl Václav :  Sequential Sampling Techniques for Log-Normal Combination of Probability Densities, ÚTIA AV ČR, (Praha 2008) Research Report 2244 [2008] Download
43. 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]
44. Šmídl Václav, Andrýsek Josef :  Distributed Bayesian Decision-Making: Further Experiments, ÚTIA AV ČR, (Praha 2007) Research Report 2007/16 [2007]
45. Šmídl Václav :  On Structure of Predictors Allowing Distributed Dynamic Bayesian Decision-Making, ÚTIA AV ČR, v.v.i, (Praha 2007) Research Report 2211 [2007]
46. Pavelková Lenka, Kárný Miroslav, Šmídl Václav :  Towards Bayesian Filtering on Restricted Support, ÚTIA AV ČR, (Praha 2006) Internal Publication 2006/6 [2006]
47. Šmídl Václav, Přikryl Jan :  Distributed Bayesian Decision-Making for Urban Traffic Control, ÚTIA AV ČR, (Praha 2006) Internal Publication 2006/7 [2006]
48. 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]
49. 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]
50. 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]
51. Pavelková Lenka, Kárný Miroslav, Šmídl Václav :  Towards Bayesian filtering on restricted support , Proceedings of the NSSPW'06 Workshop, p. 1-4, Nonlinear Statistical Siganl Processing Workshop 2006, (Cambridge, GB, 13.09.2006-15.09.2006) [2006]
52. 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]
53. 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
54. 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
55. Andrýsek Josef, Přikryl Jan, Šmídl Václav :  Mixtools 3000 Interactive Reference Manual, ÚTIA AV ČR, (Praha 2006) Research Report 2178 [2006] Download
56. Šmídl Václav, Quinn A. :  Variational Bayes for Orthogonal Probabilistic Principal Component Analysis, ÚTIA AV ČR, (Praha 2005) Research Report 2125 [2005]
57. 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]
58. 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, ICASSP 2005, (Philadelphia, US, 18.03.2005-23.03.2005) [2005]
59. 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]
60. 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]
61. Šmídl Václav, Přikryl Jan :  From Bayesian Decision Makers to Bayesian Agents, ÚTIA AV ČR, (Praha 2005) Internal Publication 2005/16 [2005]
62. Šmídl Václav, Quinn A. :  The Variational Bayes Approximation in Bayesian Filtering, ÚTIA AV ČR, (Praha 2005) Internal Publication 2005/34 [2005]
63. 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]
64. 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]
65. Šmídl Václav :  The Variational Bayes Approach in Signal Processing. Ph.D. Thesis, ( 2004) [2004]
66. 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] Download
67. 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] Download
68. Šmídl Václav :  Software Analysis of Bayesian Distributed Dynamic Decision Making [0]