Institute of Information Theory and Automation

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Bibliography

Kamil Dedecius


    Journal articles

    1. Dedecius KamilMarginalized approximate filtering of state-space models , International Journal of Adaptive Control and Signal Processing vol.32, 1 (2018), p. 1-12 [2018] Download
    2. Dedecius Kamil, Sečkárová VladimíraFactorized Estimation of Partially Shared Parameters in Diffusion Networks , IEEE Transactions on Signal Processing vol.65, 19 (2017), p. 5153-5163 [2017] Download
    3. Dedecius Kamil, Djurić P. M.Sequential estimation and diffusion of information over networks: A Bayesian approach with exponential family of distributions , IEEE Transactions on Signal Processing vol.65, 7 (2017), p. 1795-1809 [2017] Download
    4. Dedecius KamilAdaptive kernels in approximate filtering of state-space models , International Journal of Adaptive Control and Signal Processing vol.31, 6 (2017), p. 938-952 [2017] Download
    5. Dedecius Kamil, Reichl Jan, Djurić P. M.Sequential Estimation of Mixtures in Diffusion Networks , IEEE Signal Processing Letters vol.22, 2 (2015), p. 197-201 [2015] Download
    6. Dedecius Kamil, Sečkárová VladimíraDynamic Diffusion Estimation in Exponential Family Models , IEEE Signal Processing Letters vol.20, 11 (2013), p. 1114-1117 [2013] Download
    7. Dedecius Kamil, Sečkárová VladimíraCentralized Bayesian reliability modelling with sensor networks , Mathematical and Computer Modelling of Dynamical Systems vol.19, 5 (2013), p. 471-482 [2013] Download
    8. Dedecius Kamil, Nagy Ivan, Kárný MiroslavParameter tracking with partial forgetting method , International Journal of Adaptive Control and Signal Processing vol.26, 1 (2012), p. 1-12 [2012] Download
    9. Dedecius Kamil, Hofman RadekAutoregressive Model with Partial Forgetting within Rao-Blackwellized Particle Filter , Communications in Statistics - Simulation and Computation and Communications in Statistics Part B - Simulation and Computation vol.41, 5 (2012), p. 582-589 [2012] Download
    10. Dedecius Kamil, Kalová J.Bayesian modeling and prediction of solar particles flux , Bezpečnost jaderné energie, p. 228-230 [2010] Download

    Other publications

    1. Reichl Jan, Dedecius KamilLikelihood tempering in dynamic model averaging , Bayesian Statistics in Action, p. 67-77 , Eds: Argiento R., Lanzarone E., Villalobos I. A., Mattei A., Bayesian Young Statisticians Meeting, BAYSM 2016, (Florence, IT, 20160619) [2017] Download
    2. Djurić P. M., Dedecius KamilBayesian estimation of unknown parameters over networks , Proc. 2016 24th European Signal Processing Conference (EUSIPCO), p. 1508-1512, 24th European Signal Processing Conference (EUSIPCO), (Budapest, HU, 29.08.2016-02.09.2016) [2016] Download
    3. Dedecius Kamil, Sečkárová VladimíraDiffusion estimation of mixture models with local and global parameters , Proceedings of the 2016 IEEE Workshop on Statistical Signal Processing, p. 362-366, 2016 IEEE Statistical Signal Processing Workshop, (Palma de Mallorca, ES, 26.06.2016-29.06.2016) [2016] Download
    4. Reichl Jan, Dedecius KamilDiffusion MCMC for Mixture Estimation, (Praha 2016) Research Report 2354 [2016] Download
    5. Dedecius KamilAdaptive approximate filtering of state-space models , Proceedings of 23rd European Signal Processing Conference, p. 2236-2240, 23rd European Signal Processing Conference (EUSIPCO), (Nice, FR, 31.08.2015-04.09.2015) [2015] Download
    6. Ettler P., Dedecius KamilProbabilistic condition monitoring counting with information uncertainty , Proceedings of 1st International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP), p. 1-7, 1st International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP), (Hersonissos, Kréta, GR, 25.05.2015-27.05.2015) [2015] Download
    7. Ettler P., Dedecius Kamil, Pavelková Lenka, Juričič D., Boškoski P., Steiner I.From building blocks to the embedded condition monitoring system , Proceedings of the 2nd IFAC Conference on Embedded Systems, Computer Intelligence and Telematics, CESCIT 2015, p. 135-140, 2nd IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control, (Maribor, SI, 22.06.2015-24.06.2015) [2015] Download
    8. Dedecius Kamil, Reichl JanDistributed estimation of mixture models , Bayesian statistics from methods to models and applications, p. 27-36 , Eds: Frühwirth-Schnatter S., Bitto A., Kastner G., Posekany A., Bayesian Young Statisticians Meeting (BAYSM 2014) /2./, (Vienna, AT, 18.09.2014-19.09.2014) [2015] Download
    9. Dedecius Kamil, Djurić P. M.Diffusion filtration with approximate Bayesian computation , Proceedings of 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), p. 3207-3211, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2015), (Brisbane, AU, 19.05.2015-24.05.2015) [2015] Download
    10. Dedecius KamilInformation fusion with functional Bregman divergence, ÚTIA AV ČR, (Praha 2015) Research Report 2345 [2015] Download
    11. Dedecius KamilDiffusion Estimation Of State-Space Models: Bayesian Formulation , Proceedings of the 24th IEEE International Workshop on Machine Learning for Signal Processing (MLSP2014), The 24th IEEE International Workshop on Machine Learning for Signal Processing (MLSP2014), (Reims, FR, 21.09.2014-24.09.2014) [2014] Download
    12. Dedecius KamilCollaborative Kalman Filtration: Bayesian Perspective , Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics (ICINCO), p. 468-474, 11th International Conference on Informatics in Control, Automation and Robotics - ICINCO 2014, (Vien, AT, 01.09.2014-03.09.2014) [2014] Download
    13. Dedecius Kamil, Ettler P.Hierarchical Modelling of Industrial System Reliability with Probabilistic Logic , Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics (ICINCO), p. 133-139, 11th International Conference on Informatics in Control, Automation and Robotics - ICINCO 2014, (Vien, AT, 01.09.2014-03.09.2014) [2014] Download
    14. Ettler P., Dedecius KamilQuantification of Information Uncertainty for the Purpose of Condition Monitoring , Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics (ICINCO), p. 127-132, 11th International Conference on Informatics in Control, Automation and Robotics - ICINCO 2014, (Vien, AT, 01.09.2014-03.09.2014) [2014] Download
    15. Dedecius Kamil, Sečkárová VladimíraDistributed Modelling of Big Dynamic Data with Generalized Linear Models , Proceedings of the 17th International Conference on Information Fusion (Fusion 2014), 17th International Conference on Information Fusion (Fusion 2014), (Salamanca, ES, 07.07.2014-10.07.2014) [2014] Download
    16. Ettler P., Dedecius KamilProbabilistic reasoning in service of condition monitoring , Proceedings of the 11th International Conference on Condition Monitoring and Machinery Failure Prevention Technologies CM2014/MFPT2014, 11th International Conference on Condition Monitoring and Machinery Failure Prevention Technologies CM2014/MFPT2014, (Manchester, GB, 10.06.2014-12.06.2014) [2014] Download
    17. Jirsa Ladislav, Pavelková Lenka, Dedecius KamilPreliminaries of probabilistic hierarchical fault detection , Preprints of the 3rd International Workshop on Scalable Decision Making held in conjunction with ECML/PKDD 2013 , Eds: Guy Tatiana V., Kárný Miroslav, The 3rd International Workshop on Scalable Decision Making: Uncertainty, Imperfection, Deliberation held in conjunction with ECML/PKDD 2013, (Prague, CZ, 23.09.2013-23.09.2013) [2013] Download
    18. Ettler P., Puchr I., Dedecius KamilBayesian model mixing for cold rolling mills: Test results , Proceedings of the 2013 International Conference on Process Control, p. 359-364, 19th International Conference on Process Control, (Štrbské Pleso, SK, 18.06.2013-21.06.2013) [2013] Download
    19. Dedecius Kamil, Ettler P.Overview of Bounded Support Distributions and Methods for Bayesian Treatment of Industrial Data , Proceedings of the 10th international conference on informatics in control, automation and robotics (ICINCO 2013), p. 380-387 , Eds: Ferrier, Gusikhin, Madani, Sasiadek , 10th international conference on informatics in control, automation and robotics (ICINCO 2013), (Reykjavík, IS, 29.07.2013-31.07.2013) [2013] Download
    20. Dedecius KamilCentralized Estimation of Adhesion Loss in Wheel-Rail System Using Variational Bayes and Variational Message Passing, ÚTIA AV ČR, v.v.i, (Praha 2013) Research Report 2329 [2013] Download
    21. Sečkárová Vladimíra, Dedecius KamilDynamic Bayesian estimation in diffusion networks , Robust 2012, sborník abstraktů, p. 25-25, ROBUST 2012, (Němčičky, CZ, 09.09.2012-14.09.2012) [2012] Download
    22. Dedecius Kamil, Sečkárová VladimíraDynamic Bayesian diffusion estimation, ( 2012) [2012] Download
    23. Kárný Miroslav, Dedecius KamilApproximate Bayesian Recursive Estimation: On Approximation Errors, ÚTIA AV ČR, (Praha 2012) Research Report 2317 [2012] Download
    24. Dedecius Kamil, Sečkárová VladimíraTowards 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), p. 67-72, 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
    25. Dedecius Kamil, Sečkárová VladimíraDecentralized Distributed Bayesian Estimation , Abstracts of Contributions to 7th International Workshop on Data - Algorithms - Decision Making, p. 16-16 , Eds: Janžura M., Ivánek J., 7th International Workshop on Data–Algorithms–Decision Making, (Mariánská, CZ, 27.11.2011-29.11.2011) [2011] Download
    26. Ettler P., Dedecius Kamil, Juričič D., Preglej A.Advanced Soft Sensor Technology to be Used for Cold Rolling Mills , Proceedings of the 16th IEEE International Conference on Emerging Technologies and Factory Automation, p. 1-4, 16th IEEE International Conference on Emerging Technologies and Factory Automation ETFA'2011, (Toulouse, FR, 05.09.2011-09.09.2011) [2011] Download
    27. Dedecius Kamil, Ettler P.Adaptive continuous hierarchical model-based decision making , Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, p. 284-289, 8th International Conference on Informatics in Control, Automation and Robotics (ICINCO), (Noordwijkerhout, NL, 27.07.2011-31.07.2011) [2011] Download
    28. Dedecius KamilNotes on projection based modelling of beta-distributed weights of a two-component mixture, ÚTIA AV ČR, v.v.i, (Praha 2011) Research Report 2297 [2011] Download
    29. Dedecius Kamil, Nagy Ivan, Hofman RadekModelling of Traffic Flow with Bayesian Autoregressive Model with Variable Partial Forgetting , CTU Workshop 2011, p. 1-11, CTU Workshop 2011, (Praha, CZ, 01.02.2011-01.02.2011) [2011] Download
    30. Dedecius Kamil, Jirsa LadislavBayesian Soft Sensing in Cold Sheet Rolling , Abstracts of Contributions to 6th International Workshop on Data-Algorthms-Decision Making, p. 45-45, 6th International Workshop on Data–Algorithms–Decision Making, (Jindřichův Hradec, CZ, 2.12.2010-4.12.2010) [2010] Download
    31. Hofman Radek, Dedecius KamilA Hybrid Filtering Methodology for Nonlinear Estimation , Abstracts of Contributions to 6th International Workshop on Data-Algorthms-Decision Making, p. 46-46, 6th International Workshop on Data-Algorithms-Decision Making, (Jindrichuv Hradec, CZ, 02.12.2010-04.12.2010) [2010] Download
    32. Dedecius KamilPartial Forgetting in Bayesian Estimation, ČVUT v Praze, (Praha 2010) [2010] Download
    33. Dedecius Kamil, Nagy Ivan, Hofman RadekModelling of Traffic Intensities , 18th Annual Conference Proceedings, Technical Computing Bratislava, p. 1-9, Technical Computing Bratislava, (Bratislava, SK, 20.10.2010-20.10.2010) [2010] Download
    34. Dedecius KamilImplementation of partial forgetting in Mixtools, ÚTIA, (Praha 2010) Research Report 2284 [2010] Download
    35. Dedecius Kamil, Jirsa LadislavImpact of forgetting on models of rolling mills, ÚTIA AV ČR, (Praha 2010) Research Report 2283 [2010] Download
    36. Dedecius Kamil, Jirsa Ladislav, Pištěk MiroslavBayesian averaging of regressive models , Proceedings of the 11th International PhD Workshop on Systems and Control, p. 1-6, 11th International PhD Workshop on Systems and Control a Young Generation Viewpoint, (Veszprém, HU, 01.09.2010-03.09.2010) [2010] Download
    37. Dedecius Kamil, Kalová J.Bayesian modeling and prediction of solar particles flux , XXXI. Dny radiační ochrany - sborník abstraktů, p. 77-77 , Eds: Štěpán Václav, XXXI. Dny radiační ochrany, (Kouty nad Desnou, Hrubý Jeseník, CZ, 02.11.2009-06.11.2009) [2009] Download
    38. Dedecius KamilA Brief Comparison of Selected Forgetting Methods , Proceedings of the 10th International PhD Workshop on Systems and Control, p. 1-6 , Eds: Hofman Radek, Šmídl Václav, Pavelková Lenka, 10th International PhD Workshop on Systems and Control, (Hluboká nad Vltavou, CZ, 22.09.2009-26.09.2009) [2009] Download
    39. Dedecius Kamil, Nagy Ivan, Kárný Miroslav, Pavelková LenkaParameter Estimation With Partial Forgetting Method , Proceedings of the 15th IFAC Symposium on Identification and System Parameter Estimation - SYSID 2009, p. 534-539, 15th IFAC Symposium on Identification and System Parameter Estimation - SYSID 2009, (Saint-Malo, FR, 06.07.2009-08.07.2009) [2009] Download
    40. Dedecius Kamil, Nagy Ivan, Kárný Miroslav, Pavelková LenkaPartial Forgetting. A new method for tracking time-variant parameters, UTIA AV ČR, (Praha 2009) Research Report 2249 [2009] Download
    41. Dedecius KamilPartial Forgetting in Autoregression Models , Book of Abstracts of the 9h International PhD Workshop on Systems and Control: A Young Generation Viewpoint, p. 46-46, 9th International PhD Workshop on Systems and Control: A Young Generation Viewpoint, (Izola, SI, 01.10.2008-03.10.2008) [2008] Download
    42. Dedecius KamilPartial Forgetting in Autoregression Models , Proceedings of the 9th International PhD Workshop on Systems and Control, Young Generation Viewpoint, p. 1-6 , Eds: Gašperin Matej, Pregelj Boštjan, 9th International PhD Workshop on Systems and Control: A Young Generation Viewpoint, (Izola, SI, 01.10.2008-03.10.2008) [2008] Download
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