Václav Šmídl

  1. Šmídl Václav, Quinn A. :  The Variational Bayes Method in Signal Processing, Springer, (Heidelberg 2005) [2005]
  2. 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]

  1. Tichý Ondřej, Evangeliou N., Selivanova A., Šmídl Václav :  Inverse modeling of 137Cs during Chernobyl 2020 wildfires without the first guess , Atmospheric Pollution Research vol.16, 102419 [2025] Download Download DOI: 10.1016/j.apr.2025.102419
  2. Brožová Antonie, Šmídl Václav, Tichý Ondřej, Evangeliou N. :  Spatial-temporal source term estimation using deep neural network prior and its application to Chernobyl wildfires , Journal of Hazardous Materials vol.448, 137510 [2025] Download Download DOI: 10.1016/j.jhazmat.2025.137510
  3. Pecha Petr, Kárný Miroslav, Pechová E., Šmídl Václav, Tichý Ondřej :  Potential Hazard of Accidental Radioactive Discharges into the Calm Atmosphere , ERCIM News vol.129, p. 43-44 [2022] Download Download
  4. Adam L., Mácha V., Šmídl Václav, Pevný T. :  General framework for binary classification on top samples , Optimization Methods & Software vol.37, 5 (2022), p. 1636-1667 [2022] Download Download DOI: 10.1080/10556788.2021.1965601
  5. Tichý Ondřej, Šmídl Václav, Evangeliou N. :  Source term determination with elastic plume bias correction , Journal of Hazardous Materials vol.425, 127776 [2022] Download Download DOI: 10.1016/j.jhazmat.2021.127776
  6. Tichý Ondřej, Hýža M., Evangeliou N., Šmídl Václav :  Real-time measurement of radionuclide concentrations and its impact on inverse modeling of 106Ru release in the fall of 2017 , Atmospheric Measurement Techniques vol.14, 2 (2021), p. 803-818 [2021] Download Download DOI: 10.5194/amt-14-803-2021
  7. Anuchin A., Demidova G., Hao Ch., Zharkov A., Bogdanov A., Šmídl Václav :  Continuous Control Set Model Predictive Control of a Switch Reluctance Drive Using Lookup Tables , Energies vol.13, 3317 [2020] Download Download DOI: 10.3390/en13133317
  8. Škvára Vít, Šmídl Václav, Pevný T., Seidl Jakub, Havránek Aleš, Tskhakaya David :  Detection of Alfvén Eigenmodes on COMPASS with Generative Neural Networks , Fusion Science and Technology vol.76, 8 (2020), p. 962-971 [2020] Download DOI: 10.1080/15361055.2020.1820805
  9. Tichý Ondřej, Ulrych Lukáš, Šmídl Václav, Evangeliou N., Stohl A. :  On the tuning of atmospheric inverse methods: comparisons with the European Tracer Experiment (ETEX) and Chernobyl datasets using the atmospheric transport model FLEXPART , Geoscientific Model Development vol.13, 12 (2020), p. 5917-5934 [2020] Download Download DOI: 10.5194/gmd-13-5917-2020
  10. Tichý Ondřej, Bódiová Lenka, Šmídl Václav :  Bayesian non-negative matrix factorization with adaptive sparsity and smoothness prior , IEEE Signal Processing Letters vol.26, 3 (2019), p. 510-514 [2019] Download Download DOI: 10.1109/LSP.2019.2897230
  11. Tichý Ondřej, Šmídl Václav, Hofman Radek, Evangeliou N. :  Source term estimation of multi-specie atmospheric release of radiation from gamma dose rates , Quarterly Journal of the Royal Meteorological Society vol.144, 717 (2018), p. 2781-2797 [2018] Download DOI: 10.1002/qj.3403
  12. Ševčík J., Šmídl Václav, Šroubek Filip :  An Adaptive Correlated Image Prior for Image Restoration Problems , IEEE Signal Processing Letters vol.25, 7 (2018), p. 1024-1028 [2018] Download DOI: 10.1109/LSP.2018.2836964
  13. Tichý Ondřej, Šmídl Václav, Hofman Radek, Šindelářová Kateřina, Hýža M., Stohl A. :  Bayesian inverse modeling and source location of an unintended 131I release in Europe in the fall of 2011 , Atmospheric Chemistry and Physics vol.17, 20 (2017), p. 12677-12696 [2017] Download DOI: 10.5194/acp-17-12677-2017
  14. Kotera Jan, Šmídl Václav, Šroubek Filip :  Blind Deconvolution With Model Discrepancies , IEEE Transactions on Image Processing vol.26, 5 (2017), p. 2533-2544 [2017] Download DOI: 10.1109/TIP.2017.2676981
  15. Xiong X., Šmídl Václav, Filippone M. :  Adaptive multiple importance sampling for Gaussian processes , Journal of Statistical Computation and Simulation vol.87, 8 (2017), p. 1644-1665 [2017] Download DOI: 10.1080/00949655.2017.1280037
  16. Tichý Ondřej, Šmídl Václav, Hofman Radek, Stohl A. :  LS-APC v1.0: a tuning-free method for the linear inverse problem and its application to source-term determination , Geoscientific Model Development vol.9, 11 (2016), p. 4297-4311 [2016] Download DOI: 10.5194/gmd-9-4297-2016
  17. Pecha Petr, Šmídl Václav :  Inverse modelling for real-time estimation of radiological consequences in the early stage of an accidental radioactivity release , Journal of Environmental Radioactivity vol.164, 1 (2016), p. 377-394 [2016] Download DOI: 10.1016/j.jenvrad.2016.06.016
  18. Tichý Ondřej, Šmídl Václav :  Non-parametric Bayesian models of response function in dynamic image sequences , Computer Vision and Image Understanding vol.151, 1 (2016), p. 90-100 [2016] Download DOI: 10.1016/j.cviu.2015.11.010
  19. Tichý Ondřej, Šmídl Václav, Šámal M. :  Model-based extraction of input and organ functions in dynamic scintigraphic imaging , Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization vol.4, p. 135-145 [2016] Download DOI: 10.1080/21681163.2014.916229
  20. Tichý Ondřej, Šmídl Václav :  Estimation of Input Function from Dynamic PET Brain Data Using Bayesian Blind Source Separation , Computer Science and Information Systems vol.12, 4 (2015), p. 1273-1287 [2015] Download DOI: 10.2298/CSIS141201051T
  21. Arnesto L., Girbés V., Sala A., Zima M., Šmídl Václav :  Duality-Based Nonlinear Quadratic Control: Application to Mobile Robot Trajectory-Following , IEEE Transactions on Control Systems Technology vol.23, 4 (2015), p. 1494-1504 [2015] Download DOI: 10.1109/TCST.2014.2377631
  22. Tichý Ondřej, Šmídl Václav :  Bayesian Blind Separation and Deconvolution of Dynamic Image Sequences Using Sparsity Priors , IEEE Transactions on Medical Imaging vol.34, 1 (2015), p. 258-266 [2015] Download DOI: 10.1109/TMI.2014.2352791
  23. Hofman Radek, Pecha Petr, Šmídl Václav :  Evaluation of detection abilities of monitoring networks using multiple assessment criteria , International Journal of Environment and Pollution, p. 129-138 [2014] Download DOI: 10.1504/IJEP.2014.065913
  24. Šmídl Václav, Hofman Radek :  Efficient Sequential Monte Carlo Sampling for Continuous Monitoring of a Radiation Situation , Technometrics vol.56, 4 (2014), p. 514-527 [2014] Download DOI: 10.1080/00401706.2013.860917
  25. Ökzan E., Šmídl Václav, Saha S., Lundquist C., Gustafsson F. :  Marginalized adaptive particle filtering for nonlinear models with unknown time-varying noise parameters , Automatica vol.49, 6 (2013), p. 1566-1575 [2013] Download DOI: 10.1016/j.automatica.2013.02.046
  26. 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 DOI: 10.1016/j.atmosenv.2012.10.054
  27. Šmídl Václav, Peroutka Z. :  Advantages of Square-Root Extended Kalman Filter for Sensorless Control of AC Drives , IEEE Transactions on Industrial Electronics vol.59, 11 (2012), p. 4189-4196 [2012] Download DOI: 10.1109/TIE.2011.2180273
  28. 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 DOI: 10.1175/2011MWR3586.1
  29. 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
  30. Šmídl Václav, Quinn A. :  Variational Bayesian Filtering , IEEE Transactions on Signal Processing vol.56, 10 (2008), p. 5020-5030 [2008] Download DOI: 10.1109/TSP.2008.928969
  31. Šmídl Václav, Quinn A. :  On Bayesian Principal Component Analysis , Computational Statistics and Data Analysis vol.51, 9 (2007), p. 4101-4123 [2007] Download
  32. 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]

  1. Brožová Antonie, Šmídl Václav, Tichý Ondřej :  Bayesian methods in neural networks for inverse atmospheric modelling , Stochastic and Physical Monitoring Systems 2024, Stochastic and Physical Monitoring Systems 2024 (SPMS 2024) /15./, (Dobřichovice, CZ, 20240620) [2024] Download Download
  2. Brožová Antonie, Šmídl Václav, Tichý Ondřej, Evangeliou N. :  Estimation of spatio-temporal source of microplastics using Bayesian Neural networks , EGU General Assembly 2024, EGU24-5960 , EGU General Assembly 2024, (Vienna, AT, 20240414) [2024] Download DOI: 10.5194/egusphere-egu24-5960
  3. Tichý Ondřej, Šmídl Václav, Mácha Václav, Kuśmierczyk-Michulec J., Sommerer W., Tipka A. :  Estimation of unknown source term based on radioxenon observations with the presence of background signal , EGU General Assembly 2024 Abstracts, EGU24-3075 , EGU General Assembly 2024, (Vienna / Online, AT, 20240414) [2024] Download DOI: 10.5194/egusphere-egu24-3075
  4. Brožová Antonie, Šmídl Václav :  Avoiding Undesirable Solutions of Deep Blind Image Deconvolution , Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2024), p. 559-566 , Eds: Radeva Petia, Furnari Antonino, Bouatouch Kadi, Sousa A. Augusto, International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2024) /19./, (Roma, IT, 20240227) [2024] Download Download DOI: 10.5220/0012397600003660
  5. Tichý Ondřej, Šmídl Václav, Evangeliou N. :  Spatio-temporal inversion of atmospheric microplastics emmisions using block-coordinate descent method , EGU General Assembly 2023, EGU General Assembly 2023, (Vídeň, AT, 20230423) [2023] Download DOI: 10.5194/egusphere-egu23-12619
  6. Tichý Ondřej, Evangeliou N., Šmídl Václav, Hýža M., Kuča P. :  Odhad zdrojového členu Cs-137 při požárech v okolí Černobylu v dubnu 2020 , XLIII. Dni radiačnej ochrany 2022, Kniha abstraktů, p. 28-29, XLIII. Dni radiačnej ochrany 2022, (Stará Lesná, SK, 20220919) [2022] Download
  7. Tichý Ondřej, Evangeliou N., Šmídl Václav :  Two stage inversion method for microplastics emission estimation , EGU General Assembly 2022, EGU General Assembly 2022, (Vienna / Online, AT, 20220523) [2022] Download
  8. Kotera Jan, Šmídl Václav, Šroubek Filip :  Improving Neural Blind Deconvolution , 2021 IEEE International Conference on Image Processing : Proceedings, p. 1954-1958, IEEE International Conference on Image Processing (ICIP) 2021, (Anchorage, US, 20210919) [2021] Download DOI: 10.1109/ICIP42928.2021.9506502
  9. Ulrych Lukáš, Šmídl Václav :  DEnFi: Deep Ensemble Filter for Active Learning, ÚTIA AV ČR, v.v.i, (Prague 2020) Research Report 2383 [2020] Download
  10. Tichý Ondřej, Šmídl Václav :  Towards non-linear inverse problem for atmospheric source term determination , Geophysical Research Abstracts, EGU General Assembly 2020, (online, 20200504) [2020] Download
  11. Šmídl Václav, Bím J., Pevný T. :  Orthogonal Approximation of Marginal Likelihood of Generative Models , Bayesian Deep Learning NeurIPS 2019 Workshop, 48 , NeurIPS 2019, (Vancouver, CA, 20191208) [2019] Download
  12. Mácha Václav, Adam Lukáš, Šmídl Václav :  General framework for binary nonlinear classification on top samples , Book of Abstracts of the 3rd International Conference and Summer School, Numerical Computations: Theory and Algorithms, p. 206-206 , Eds: Sergeyev Yaroslav D., Kvasov Dmitri E., Mukhametzhanov Marat S., Nasso Maria Chiara, NUMERICAL COMPUTATIONS: THEORY AND ALGORITHMS (NUMTA–2019), (Le Castella Village, IT, 20190615) [2019] Download
  13. Tichý Ondřej, Šmídl Václav, Hýža M. :  Bayesian Approach to Localization of Atmospheric Release with Demonstration on the Case of Ruthenium-106 Release in 2017 , SnT 2019 - CTBT: Science and Technology Conference - Book of Abstracts, p. 175, CTBT: Science and Technology 2019, (Vienna, AT, 20190624) [2019] Download
  14. Tichý Ondřej, Šmídl Václav, Ulrych Lukáš, Hofman Radek :  Study on influence of the prior source term to linear inverse problem for atmospheric source term determination , Geophysical Research Abstracts, EGU General Assembly 2019, (Vídeň, AT, 20190408) [2019] Download
  15. Škvára Vít, Šmídl Václav, Urban Jakub :  Robust sparse linear regression for tokamak plasma boundary estimation using variational Bayes , Journal of Physics: Conference Series, 012015 , IOP Science, ( 2018) Journal of Physics: Conference Series 1 vol.1047 , 9th International Conference on Inverse Problems in Engineering, (Waterloo, CA, 20170523) [2018] Download DOI: 10.1088/1742-6596/1047/1/012015
  16. Tichý Ondřej, Šmídl Václav, Hýža M., Šindelářová Kateřina, Ulrych Lukáš, Belal Alkomiet :  Compensation of inaccurate meteorological data in source term determination problem using Bayesian methods , Geophysical Research Abstracts, EGU General Assembly 2018, (Vídeň, AT, 20180409) [2018] Download
  17. Bódiová L., Tichý Ondřej, Šmídl Václav :  Semi-supervised Bayesian Source Separation of Scintigraphic Image Sequences , European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2017: VipIMAGE 2017), p. 52-61, VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing, (Porto, PT, 20171018) [2018] Download DOI: 10.1007/978-3-319-68195-5_6
  18. Belal Alkomiet, Tichý Ondřej, Šmídl Václav :  Bayesian source term determination with unknown covariance of measurements , Geophysical Research Abstracts, EGU General Assembly 2017, (Vienna, AT, 20170408) [2017] Download
  19. Tichý Ondřej, Šmídl Václav :  Linear Inverse Problem with Range Prior on Correlations and Its Variational Bayes Inference , Bayesian Statistics in Action: BAYSM 2016, p. 91-101 , Eds: Argiento R., Lanzarone E., Villalobos I., Mattei A., Bayesian Young Statisticians Meeting 2016, (Florence, IT, 20160619) [2017] Download DOI: 10.1007/978-3-319-54084-9_9
  20. Ulrych Lukáš, Šmídl Václav :  Bayesian estimation of linear regression model with unknown prior and noise covariance matrix , ISBA 2016 Book of Abstracts, p. 410-410 , Eds: Cabras Stefano, Guindani Michele, ISBA 2016 World meeting, (Sardinia, IT, 20160613) [2016] Download
  21. Tichý Ondřej, Šmídl Václav, Hofman Radek :  Bayesian Estimation of Source Term of Atmospheric Radiation Release with Interval Prior , Proceedings of the 8th International Congress on Environmental Modelling and Software (iEMSs), p. 357-364, The 8th International Congress on Environmental Modelling and Software (iEMSs), (Toulouse, FR, 10.07.2016-14.07.2016) [2016] Download
  22. Tichý Ondřej, Šmídl Václav, Hofman Radek :  Bayesian estimation of a source term of radiation release with approximately known nuclide ratios , Geophysical Research Abstracts, EGU General Assembly 2016, (Vienna, AT, 18.04.2016-22.04.2016) [2016] Download
  23. Přikryl J., Novotný J., Šmídl Václav :  On Distributed Traffic Signal Control , Proccedings of the 18th IEEE International Conference on Intelligent Transportation Systems, p. 894-899, IEEE International Conference on Intelligent Transportation Systems 2015 /18./, (Las Canteras, ES, 20150915) [2015] Download DOI: 10.1109/ITSC.2015.150
  24. Létal V., Pevný T., Šmídl Václav, Somol Petr :  Finding New Malicious Domains Using Variational Bayes on Large-Scale Computer Network Data , NIPS Workshop: Advances in Approximate Bayesian Inference, p. 1-10, NIPS workshop: Advances in Approximate Bayesian Inference, (Montreal, CA, 11.12.2015) [2015] Download
  25. Škvára Vít, Šmídl Václav, Urban Jakub :  On-line Model Structure Selection for Estimation of Plasma Boundary in a Tokamak , Journal of Physics: Conference Series, 12th European Workshop on Advanced Control and Diagnosis (ACD 2015), (Pilsen, CZ, 19.11.2015) [2015] Download DOI: 10.1088/1742-6596/659/1/012010
  26. Hofman Radek, Šmídl Václav, Tichý Ondřej :  Hierarchical Prior for Source Term Determination and Its Variational Bayes Estimation , CTBT: Science and Technology 2015, p. 142-142, CTBT: Science and Technology 2015, (Vienna, AT, 22.06.2015-26.06.2015) [2015] Download
  27. Tichý Ondřej, Šmídl Václav :  Variational Blind Source Separation Toolbox and its Application to Hyperspectral Image Data , Proceedings of the 23rd European Signal Processing Conference (EUSIPCO 2015), p. 1336-1340, 23rd European Signal Processing Conference (EUSIPCO), (Nice, FR, 31.08.2015-04.09.2015) [2015] Download DOI: 10.1109/EUSIPCO.2015.7362599
  28. Tichý Ondřej, Šmídl Václav :  Bayesian Blind Source Separation with Unknown Prior Covariance , Latent Variable Analysis and Signal Separation, p. 352-359 , Eds: Vincent E., Yeredor A., Koldovský Z., Tichavský P., 12th International Conference on Latent Variable Analysis and Signal Separation, (Liberec, CZ, 25.08.2015-28.08.2015) [2015] Download DOI: 10.1007/978-3-319-22482-4_41
  29. Šmídl Václav, Hofman Radek :  Bayesian Estimation of Prior Variance in Source Term Determination , EGU General Assembly Conference Abstracts, p. 5563-5563, EGU General Assembly, (Vienna, AT, 17.4.2015-22.4.2015) [2015] Download
  30. Šroubek Filip, Šmídl Václav, Kotera Jan :  Understanding image priors in blind deconvolution , 2014 IEEE International Conference on Image Processing, p. 4492-4496, 2014 IEEE International Conference on Image Processing, (Paris, FR, 27.10.2014-30.10.2014) [2014] Download DOI: 10.1109/ICIP.2014.7025911
  31. Šmídl Václav, Janouš Š., Peroutka Z. :  Extending Horizon of Finite Control Set MPC of PMSM Drive with Input LC Filter using LQ Lookahead , Proceedings of IECON 2014 : 40th Annual Conference of the IEEE Industrial Electronics Society, p. 581-586, IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, (Dallas, US, 29.10.2014-01.11.2014) [2014] Download DOI: 10.1109/IECON.2014.7048559
  32. Tichý Ondřej, Šmídl Václav :  Kinetic Modeling of the Dynamic PET Brain Data Using Blind Source Separation Methods , The 2014 7th International Conference on BioMedical Engineering and Informatics, p. 244-249, The 2014 7th International Conference on BioMedical Engineering and Informatics, (Dalian, CN, 14.10.2014-16.10.2014) [2014] Download DOI: 10.1109/BMEI.2014.7002794
  33. Šmídl Václav, Nedvěd R., Košan T., Peroutka Z. :  FPGA Implementation of Rao-Blackwellized Particle Filter and its Application to Sensorless Drive Control , Proceedings of the 19th IFAC World Congress, 2014, p. 8669-8674, The 19th World Congress of the IFAC /2014/, (Cape Town, ZA, 24.08.2014-29.08.2014) [2014] Download DOI: 10.3182/20140824-6-ZA-1003.01557
  34. Zima M., Armesto L., Girbés V., Sala A., Šmídl Václav :  Extended Rauch-Tung-Striebel Controller , Proceedings of the 52nd IEEE conference on decision and control, p. 2900-2905, 52nd IEEE conference on decision and control, (Florence, IT, 10.12.2013-13.12.2013) [2013] Download DOI: 10.1109/CDC.2013.6760324
  35. Šmídl Václav, Hofman Radek, Pecha Petr :  Data assimilation methods used in the ASIM module, (Praha 2013) Research Report [2013] Download
  36. Šmídl Václav, Vošmik D., Peroutka Z. :  Kalman Filters Unifying Model-based and HF Injection-based Sensorless Control of PMSM Drives , Proceedings of the 39th Annual Conference of the IEEE Industrial Electronics Society, p. 8225-8203, 39th Annual Conference of the IEEE Industrial Electronics Society, (Vídeň, AT, 10.11.2013-13.11.2013) [2013] Download DOI: 10.1109/IECON.2013.6700511
  37. Tichý Ondřej, Šmídl Václav, Šámal M. :  Model-based Extraction of Input and Organ Functions in Dynamic Medical Imaging , Computational Vision and Medical Image Processing (VipIMAGE 2013), p. 75-80, IV ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing, (Funchal, PT, 14.10.2013-16.10.2013) [2013] Download
  38. Hofman Radek, Šmídl Václav, Pecha Petr :  Evaluation of Detection Abilities of Monitoring Networks Using Different Assessment Criteria , Proceedings of the 15th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes - HARMO15, HARMO15 - Harmonizace v atmoísférickém modelování šíření znečistění, (Madrid, ES, 06.05.2013-09.05.2013) [2013] Download
  39. Šmídl Václav, Tichý Ondřej :  Sparsity in Bayesian Blind Source Separation and Deconvolution , Machine Learning and Knowledge Discovery in Databases, p. 548-563, The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD 2013), (Praha, CZ, 24.09.2013-26.09.2013) [2013] Download DOI: 10.1007/978-3-642-40991-2_35
  40. Hofman Radek, Pecha Petr, Šmídl Václav :  Distributed framework for modeling and reconstruction of nuclear accidents , Book of Abstracts of CTBT Science and Technology 2013 Conference, p. 63-63, CTBT Science and Technology 2013 Conference, (Vienna, AT, 17.-21.6. 2013) [2013] Download
  41. Šmídl Václav, Hofman Radek :  Adaptive Importance Sampling in Particle Filtering , Proceeding of the 16th International Conference on Information Fusion, 16th International Conference on Information Fusion, (Istanbul, TR, 09.07.2013-12.07.2013) [2013] Download
  42. Tichý Ondřej, Šmídl Václav :  Convolution Model of Time-activity Curves in Blind Source Separation, UTIA AV ČR, (Praha 2013) Research Report 2330 [2013] Download
  43. Šmídl Václav, Hofman Radek :  Navigation of UAVs for tracking of atmospheric release of radiatio , Proceedings of the 51st IEEE Annual Conference on Decision and Control (CDC), p. 3098-3103, ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC) 2012 /51./, (Maui, Hawai, US, 10.12.2012-13.12.2012) [2012] Download DOI: 10.1109/CDC.2012.6426702
  44. 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, p. 1-6, 38th Annual Conference of the IEEE Industrial Electronics Society, (Montreal, CA, 25.10.2012-28.10.2012) [2012] Download DOI: 10.1109/IECON.2012.6388915
  45. 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, p. 37-37, 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
  46. Šmídl Václav, Gustafsson F. :  Bayesian Estimation of Forgetting Factor in Adaptive Filtering and Change Detection , Proceedings of the IEEE Statistical Signal Processing Workshop 2012, p. 197-200, 2012 IEEE Statistical Signal Processing Workshop, (Ann Arbor, US, 05.08.2012-08.08.2012) [2012] Download DOI: 10.1109/SSP.2012.6319658
  47. 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
  48. Šmídl Václav, Tichý Ondřej :  Automatic Regions of Interest in Factor Analysis for Dynamic Medical Imaging , Proceedings of 2012 IEEE International Symposium on Biomedical Imaging, p. 158-161, 2012 IEEE International Symposium on Biomedical Imaging, (Barcelona, ES, 02.05.2012-05.05.2012) [2012] Download DOI: 10.1109/ISBI.2012.6235508
  49. 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
  50. 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]
  51. Hofman Radek, Šmídl Václav :  Evaluation of Expected Consequences of a Nuclear Power Plant Accident using Sequential Monte Carlo , XXXIII Dni radiačnej ochrany, p. 111-112, XXXIII Dni radiačnej ochrany, (Štiavnické Vrchy, SK, 07.11.2011-11.11.2011) [2011]
  52. 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, p. 1929-1934, IEEE Industrial Electronics, IECON 2011 - 37th Annual Conference on, (Melbourne, AU, 07.11.2011-10.11.2011) [2011] Download DOI: 10.1109/IECON.2011.6119446
  53. 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), p. 73-80, 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
  54. 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, p. 37-37 , Eds: Janžura M., Ivánek J., 7th International Workshop on Data – Algorithms – Decision Making, (Mariánská, CZ, 27.11.2011-29.11.2011) [2011] Download
  55. Albrecht Š., Šmídl Václav :  Model for Memory-based Music Transcription and its Variational Bayes solution , EUSIPCO 2011: 19th European Signal Processing Conference, p. 1-4, 19th European Signal Processing Conference, (Barcelona, ES, 29.08.2011-02.09.2011) [2011] Download
  56. 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, p. 5924-5927, IEEE International Conference on Acoustics, Speech and Signal Processing, (Praha, CZ, 22.05.2011-27.05.2011) [2011] Download
  57. 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, p. 1-7, The Second IASTED International Conference on Computational Bioscience, (Cambridge, GB, 11.07.2011-13.07.2011) [2011] Download
  58. 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, p. 1-5, Innovative Smart Grid Technologies Conference Europe (ISGT Europe), (Gothenburgh, SE, 11.10.2010-13.10.2010) [2010] Download DOI: 10.1109/ISGTEUROPE.2010.5638992
  59. Šmídl Václav :  Forgetting-based Estimation of Stationary Parameters in Marginalized Particle Framework , Abstracts of Contributions to 6th International Workshop on Data – Algorithms – Decision Making, p. 18-18 , Eds: Ivánek Jiří, Janžura Martin, 6th international workshop on Data - Algorithm - Decision making, (Jindřichův Hradec, CZ, 02.12.2010-04.12.2010) [2010] Download
  60. Šmídl Václav, Tichý Ondřej :  Variational Bayes Approximation for Distributed Fully Probabilistic Design , Abstracts of Contributions to 6th International Workshop on Data-Algorthms-Decision Making, p. 47-47, 6th international workshop on Data - Algorithm - Decision making, (Jindřichův Hradec, CZ, 02.12.2010-04.12.2010) [2010] Download
  61. Albrecht Š., Šmídl Václav :  Improvements of Continuous Model for Memory-based Automatic Music Transcription , Proceedings of the 18th European signal processing conference, p. 487-491, European signal processing conference, (Aalborg, DK, 23.07.2010-27.07.2010) [2010] Download
  62. 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, p. 1-8, 13th International Conference on Information Fusion, (Edinburgh, GB, 26.07.2010-29.07.2010) [2010] Download
  63. Šmídl Václav :  Software Analysis Unifying Particle Filtering and Marginalized Particle Filtering , Proceedings of the 13th International Conference on Information Fusion, p. 1-7, 13th International Conference on Information Fusion, (Edinburgh, GB, 26.07.2010-29.07.2010) [2010] Download
  64. 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, p. 1-2, 2010 The Meeting of the Americas, (Foz do Iguaçu, BR, 08.08.2010-12.08.2010) [2010] Download
  65. 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, p. 1-4, 2nd International Conference on Computer and Automation Engineering, (Singapore, SG, 26.02.2010-28.02.2010) [2010] Download
  66. Šmídl Václav :  On Adaptation of Loss Functions in Decentralized Adaptive Control , Proceedings of the 12th IFAC symposium on Large Scale Systems, p. 1-6, 12th LSS symposium, Large Scale Systems: Theory and Applications, (Villeneuve d'Ascq, FR, 12.07.2010-14.07.2010) [2010] Download
  67. Šmídl Václav, Pištěk Miroslav :  Presentation of Bayesian Decision Making Toolbox (BDM) , Abstracts of Contributions to 5th International Workshop on Data – Algorithms – Decision Making, p. 37-37 , 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
  68. 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
  69. 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, p. 29-29, 5th International Workshop on Data-Algorthms-Decision Making, (Plzen, CZ, 29.11.2009-01.12.2009) [2009] Download
  70. Suzdaleva Evgenia, Nagy Ivan, Šmídl Václav :  Fully Probabilistic Dynamic Decision Making. Examples to textbook, ( 2009) [2009]
  71. 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, p. 1-11, 13th European Conference on Power Electronics and Applications, (Barcelona, ES, 08.09.2009-10.09.2009) [2009] Download
  72. Šmídl Václav, Pištěk Miroslav :  Bayesian Decision Making library, ( 2009) [2009]
  73. Hofman Radek, Šmídl Václav :  Assimilation of spatio-temporal distribution of radionuclides in early phase of radiation accident , XXXI. Dny radiační ochrany - sborník abstraktů, p. 74-74 , Eds: Štěpán Václav, XXXI. Dny radiační ochrany, (Kouty nad Desnou, CZ, 02.11.2009-06.11.2009) [2009] Download
  74. 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, p. 1-8 , Eds: Kepert Jeffrey D., The Fifth WMO International Symposium on Data Assimilation, (Melbourne, AU, 05.10.2009-09.10.2009) [2009] Download
  75. 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, p. 381-387 , Eds: Al-Akaidi Marwan, ESM'2009 The 2009 European Simulation and Modelling Conference, (Leicester, GB, 26.10.2009-29.10.2009) [2009] Download
  76. 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]
  77. 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, p. 1-8, 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
  78. Šmídl Václav, Kárný Miroslav :  Log-Normal Merging for Distributed System Identification , Proceedings of the 15th IFAC Symposium on System Identification, p. 1-6, 15th IFAC Symposium on System Identification, (Saint Malo, FR, 06.07.2009-08.07.2009) [2009] Download
  79. 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, p. 66-71, ICINCO, (Madeira, PT, 11.05.2008-15.05.2008) [2008] Download
  80. Šmídl Václav :  Sequential Sampling Techniques for Log-Normal Combination of Probability Densities, ÚTIA AV ČR, (Praha 2008) Research Report 2244 [2008] Download
  81. 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
  82. Šmídl Václav :  Robust Detection of Linear Part of Patlak-Rutland Plots, ÚTIA AV ČR, v.v.i, (Praha 2008) Research Report 2243 [2008] Download
  83. Šmídl Václav :  BDM: C++ knihovna algoritmů Bayesovského rozhodování, ( 2008) [2008]
  84. Šmídl Václav, Andrýsek Josef :  Merging of Multistep Predictors for Decentralized Adaptive Control , Proceedings of the American Control Conference, p. 3414-3415, American Control Conference, (Seattle, US, 11.06.2008-13.06.2008) [2008] Download
  85. Šmídl Václav :  On Structure of Predictors Allowing Distributed Dynamic Bayesian Decision-Making, ÚTIA AV ČR, v.v.i, (Praha 2007) Research Report 2211 [2007]
  86. Šmídl Václav, Andrýsek Josef :  Distributed Bayesian Decision-Making: Further Experiments, ÚTIA AV ČR, (Praha 2007) Research Report 2007/16 [2007]
  87. Šmídl Václav, Quinn A. :  Accelerated particle filtering using the Variational Bayes approximation , Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, p. 1173-1176, IEEE International Conference on Acoustics, Speech, and Signal Processing, (Honolulu, US, 15.04.2007-20.04.2007) [2007]
  88. Andrýsek Josef, Přikryl Jan, Šmídl Václav :  Mixtools 3000 Interactive Reference Manual, ÚTIA AV ČR, (Praha 2006) Research Report 2178 [2006] Download
  89. 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
  90. 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
  91. (Eds: Šmídl Václav, Andrýsek Josef, Přikryl Jan ) :  Proceedings of the 7th International Ph.D. Workshop: Young Generation Viewpoint, Ústav teorie informace a automatizace, (Praha 2006) , 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
  92. 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]
  93. 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]
  94. 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]
  95. 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]
  96. (Eds: Přikryl Jan, Šmídl Václav ) :  Proceedings of Abstracts of the 7th International PhD Workshop on Interplay of Societal and Technical Decision-Making, Young Generation Viewpoint, ÚTIA AVČR, (Praha 2006) , 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]
  97. 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]
  98. Šmídl Václav, Přikryl Jan :  Distributed Bayesian Decision-Making for Urban Traffic Control, ÚTIA AV ČR, (Praha 2006) Internal Publication 2006/7 [2006]
  99. Pavelková Lenka, Kárný Miroslav, Šmídl Václav :  Towards Bayesian Filtering on Restricted Support, ÚTIA AV ČR, (Praha 2006) Internal Publication 2006/6 [2006]
  100. 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]
  101. 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. 117-120, ICASSP 2005, (Philadelphia, US, 18.03.2005-23.03.2005) [2005]
  102. 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]
  103. Šmídl Václav, Quinn A. :  Variational Bayes for Orthogonal Probabilistic Principal Component Analysis, ÚTIA AV ČR, (Praha 2005) Research Report 2125 [2005]
  104. Šmídl Václav, Quinn A. :  The Variational Bayes Approximation in Bayesian Filtering, ÚTIA AV ČR, (Praha 2005) Internal Publication 2005/34 [2005]
  105. Šmídl Václav, Přikryl Jan :  From Bayesian Decision Makers to Bayesian Agents, ÚTIA AV ČR, (Praha 2005) Internal Publication 2005/16 [2005]
  106. 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]
  107. Šmídl Václav :  The Variational Bayes Approach in Signal Processing. Ph.D. Thesis, ( 2004) [2004]
  108. 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]
  109. 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]
  110. 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
  111. 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
  112. Šmídl Václav :  Software Analysis of Bayesian Distributed Dynamic Decision Making [0]