Institute of Information Theory and Automation

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  1. Pavelková Lenka, Jirsa LadislavRecursive Bayesian estimation of autoregressive model with uniform noise using approximation by parallelotopes , International Journal of Adaptive Control and Signal Processing vol.31, 8 (2017), p. 1184-1192 [2017] Download DOI: 10.1002/acs.2756
  2. Dedecius Kamil, Sečkárová VladimíraDynamic 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
  3. 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 DOI: 10.1080/13873954.2013.789064

  1. Jirsa Ladislav, Pavelková LenkaEstimation of Uniform Static Regression Model with Abruptly Varying Parameters , Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics, p. 603-607 , Eds: Filipe J., Madani K., Gusikhin O., Sasiadek J., 12th International Conference on Informatics in Control, Automation and Robotics - ICINCO 2015, (Colmar, FR, 21.07.2015-23.07.2015) [2015] Download
  2. Pavelková Lenka, Jirsa LadislavEvaluation of Processor Health within Hierarchical Condition Monitoring System , Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics, p. 667-671 , Eds: Filipe J., Madani K., Gusikhin O., Sasiadek J., 12th International Conference on Informatics in Control, Automation and Robotics - ICINCO 2015, (Colmar, FR, 21.07.2015-23.07.2015) [2015] Download
  3. 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
  4. 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
  5. Ettler P., Puchr I., Jirsa Ladislav, Pavelková LenkaProbabilistic Inspection of Multimodally Distributed Signals , The 12th International Conference on Condition Monitoring and Machinery Failure Prevention Technologies (CM 2015/MFPT 2015), The 12th International Conference on Condition Monitoring and Machinery Failure Prevention Technologies (CM 2015/MFPT 2015), (Oxford, GB, 09.06.2015-11.06.2015) [2015] Download
  6. 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
  7. 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
  8. Jirsa Ladislav, Pavelková LenkaTesting of Sensor Condition Using Gaussian Mixture Model , Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, p. 550-558 , Eds: Filipe Joaquim, Gusikhin Oleg, Madani  Kurosh, Sasiadek Jurek, 11th International Conference on Informatics in Control, Automation and Robotics - ICINCO 2014, (Vien, AT, 01.09.2014-03.09.2014) [2014] Download
  9. Pavelková Lenka, Jirsa LadislavEvaluation of Sensor Signal Health Using Model with Uniform Noise , Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, p. 671-677 , Eds: Filipe Joaquim, Gusikhin Oleg, Madani  Kurosh, Sasiadek Jurek, 11th International Conference on Informatics in Control, Automation and Robotics - ICINCO 2014, (Vien, AT, 01.09.2014-03.09.2014) [2014] Download
  10. 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
  11. 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
  12. 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 DOI: 10.1109/PC.2013.6581437
  13. 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
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