Kamil Dedecius

  1. Dedecius Kamil, Djurić P. M. :  Bayesian approach to collaborative inference in networks of agents , Cooperative and graph signal processing, p. 131-145 , Eds: Djurić Petar M., Richard Cédric [2018] Download DOI: 10.1016/B978-0-12-813677-5.00004-3

  1. Žemlička R., Dedecius Kamil :  Robust Online Modeling of Counts in Agent Networks , IEEE Transactions on Signal and Information Processing over Networks vol.9, 1 (2023), p. 217-228 [2023] Download Download DOI: 10.1109/TSIPN.2023.3264990
  2. Dedecius Kamil, Tichý Ondřej :  Collaborative sequential state estimation under unknown heterogeneous noise covariance matrices , IEEE Transactions on Signal Processing vol.68, 10 (2020), p. 5365-5378 [2020] Download Download DOI: 10.1109/TSP.2020.3023823
  3. Dedecius Kamil, Žemlička R. :  Sequential Poisson Regression in Diffusion Networks , IEEE Signal Processing Letters vol.27, 1 (2020), p. 625-629 [2020] Download Download DOI: 10.1109/LSP.2020.2987723
  4. Dedecius Kamil :  Marginalized approximate filtering of state-space models , International Journal of Adaptive Control and Signal Processing vol.32, 1 (2018), p. 1-12 [2018] Download DOI: 10.1002/acs.2821
  5. Dedecius Kamil, Sečkárová Vladimíra :  Factorized Estimation of Partially Shared Parameters in Diffusion Networks , IEEE Transactions on Signal Processing vol.65, 19 (2017), p. 5153-5163 [2017] Download DOI: 10.1109/TSP.2017.2725226
  6. 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 DOI: 10.1109/TSP.2016.2641380
  7. Dedecius Kamil :  Adaptive 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 DOI: 10.1002/acs.2739
  8. 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 DOI: 10.1109/LSP.2014.2353652
  9. Dedecius Kamil, Sečkárová Vladimíra :  Dynamic Diffusion Estimation in Exponential Family Models , IEEE Signal Processing Letters vol.20, 11 (2013), p. 1114-1117 [2013] Download DOI: 10.1109/LSP.2013.2282042
  10. Dedecius Kamil, Sečkárová Vladimíra :  Centralized Bayesian reliability modelling with sensor networks , Mathematical and Computer Modelling of Dynamical Systems vol.19, 5 (2013), p. 471-482 [2013] Download DOI: 10.1080/13873954.2013.789064
  11. Dedecius Kamil, Nagy Ivan, Kárný Miroslav :  Parameter tracking with partial forgetting method , International Journal of Adaptive Control and Signal Processing vol.26, 1 (2012), p. 1-12 [2012] Download DOI: 10.1002/acs.1270
  12. Dedecius Kamil, Hofman Radek :  Autoregressive Model with Partial Forgetting within Rao-Blackwellized Particle Filter , Communications in Statistics - Simulation and Computation vol.41, 5 (2012), p. 582-589 [2012] Download DOI: 10.1080/03610918.2011.598992
  13. Dedecius Kamil, Kalová J. :  Bayesian modeling and prediction of solar particles flux , Bezpečnost jaderné energie, p. 228-230 [2010] Download

  1. Vlk T., Dedecius Kamil :  Diffusion Kalman filtering under unknown process and measurement noise covariance matrices, ÚTIA AV ČR, v. v. i.,, (Praha 2022) Research Report 2395 [2022] Download
  2. Žemlička R., Dedecius Kamil :  Distributed Sequential Zero-Inflated Poisson Regression, ÚTIA AV ČR, v. v. i.,, (Praha 2021) Research Report 2393 [2021] Download
  3. Reichl Jan, Dedecius Kamil :  Likelihood 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 DOI: 10.1007/978-3-319-54084-9_7
  4. Djurić P. M., Dedecius Kamil :  Bayesian 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 DOI: 10.1109/EUSIPCO.2016.7760500
  5. Dedecius Kamil, Sečkárová Vladimíra :  Diffusion 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 DOI: 10.1109/SSP.2016.7551775
  6. Reichl Jan, Dedecius Kamil :  Diffusion MCMC for Mixture Estimation, (Praha 2016) Research Report 2354 [2016] Download
  7. Dedecius Kamil :  Adaptive 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 DOI: 10.1109/EUSIPCO.2015.7362773
  8. Ettler P., Dedecius Kamil :  Probabilistic 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
  9. 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 DOI: 10.1016/j.ifacol.2015.08.121
  10. Dedecius Kamil, Reichl Jan :  Distributed 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 DOI: 10.1007/978-3-319-16238-6_3
  11. 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 DOI: 10.1109/ICASSP.2015.7178563
  12. Dedecius Kamil :  Information fusion with functional Bregman divergence, ÚTIA AV ČR, (Praha 2015) Research Report 2345 [2015] Download
  13. Dedecius Kamil :  Diffusion 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 DOI: 10.1109/MLSP.2014.6958920
  14. Dedecius Kamil :  Collaborative 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
  15. 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
  16. Ettler P., Dedecius Kamil :  Quantification 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
  17. Dedecius Kamil, Sečkárová Vladimíra :  Distributed 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
  18. Ettler P., Dedecius Kamil :  Probabilistic 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
  19. Jirsa Ladislav, Pavelková Lenka, Dedecius Kamil :  Preliminaries 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
  20. Ettler P., Puchr I., Dedecius Kamil :  Bayesian 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 DOI: 10.1109/PC.2013.6581437
  21. 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
  22. Dedecius Kamil :  Centralized 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
  23. Sečkárová Vladimíra, Dedecius Kamil :  Dynamic Bayesian estimation in diffusion networks , Robust 2012, sborník abstraktů, p. 25-25, ROBUST 2012, (Němčičky, CZ, 09.09.2012-14.09.2012) [2012] Download
  24. Dedecius Kamil, Sečkárová Vladimíra :  Dynamic Bayesian diffusion estimation, ( 2012) [2012] Download
  25. Kárný Miroslav, Dedecius Kamil :  Approximate Bayesian Recursive Estimation: On Approximation Errors, ÚTIA AV ČR, (Praha 2012) Research Report 2317 [2012] Download
  26. Dedecius Kamil, Sečkárová Vladimíra :  Towards 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
  27. Dedecius Kamil, Sečkárová Vladimíra :  Decentralized 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
  28. 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
  29. 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
  30. Dedecius Kamil :  Notes 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
  31. Dedecius Kamil, Nagy Ivan, Hofman Radek :  Modelling 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
  32. Dedecius Kamil, Jirsa Ladislav :  Bayesian 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
  33. Hofman Radek, Dedecius Kamil :  A 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
  34. Dedecius Kamil :  Partial Forgetting in Bayesian Estimation, ČVUT v Praze, (Praha 2010) [2010] Download
  35. Dedecius Kamil, Nagy Ivan, Hofman Radek :  Modelling 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
  36. Dedecius Kamil :  Implementation of partial forgetting in Mixtools, ÚTIA, (Praha 2010) Research Report 2284 [2010] Download
  37. Dedecius Kamil, Jirsa Ladislav :  Impact of forgetting on models of rolling mills, ÚTIA AV ČR, (Praha 2010) Research Report 2283 [2010] Download
  38. Dedecius Kamil, Jirsa Ladislav, Pištěk Miroslav :  Bayesian 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
  39. 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
  40. Dedecius Kamil :  A 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
  41. Dedecius Kamil, Nagy Ivan, Kárný Miroslav, Pavelková Lenka :  Parameter 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
  42. Dedecius Kamil, Nagy Ivan, Kárný Miroslav, Pavelková Lenka :  Partial Forgetting. A new method for tracking time-variant parameters, UTIA AV ČR, (Praha 2009) Research Report 2249 [2009] Download
  43. Dedecius Kamil :  Partial 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
  44. Dedecius Kamil :  Partial 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