Kamil Dedecius

According to our database, Kamil Dedecius authored at least 21 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Robust Online Modeling of Counts in Agent Networks.

Radomír Zemlicka, Kamil Dedecius

IEEE Trans. Signal Inf. Process. over Networks, 2023

2020

Collaborative Sequential State Estimation Under Unknown Heterogeneous Noise Covariance Matrices.

Kamil Dedecius, Ondrej Tichý

IEEE Trans. Signal Process., 2020

Sequential Poisson Regression in Diffusion Networks.

Kamil Dedecius, Radomír Zemlicka

IEEE Signal Process. Lett., 2020

2017

Factorized Estimation of Partially Shared Parameters in Diffusion Networks.

Kamil Dedecius, Vladimíra Seckárová

IEEE Trans. Signal Process., 2017

Sequential Estimation and Diffusion of Information Over Networks: A Bayesian Approach With Exponential Family of Distributions.

Kamil Dedecius, Petar M. Djuric

IEEE Trans. Signal Process., 2017

2016

Diffusion estimation of mixture models with local and global parameters.

Kamil Dedecius, Vladimíra Seckárová

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Bayesian estimation of unknown parameters over networks.

Petar M. Djuric, Kamil Dedecius

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Sequential Estimation of Mixtures in Diffusion Networks.

Kamil Dedecius, Jan Reichl, Petar M. Djuric

IEEE Signal Process. Lett., 2015

Diffusion filtration with approximate Bayesian computation.

Kamil Dedecius, Petar M. Djuric

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Adaptive approximate filtering of state-space models.

Kamil Dedecius

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Diffusion estimation of state-space models: Bayesian formulation.

Kamil Dedecius

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Quantification of Information Uncertainty for the Purpose of Condition Monitoring.

Pavel Ettler, Kamil Dedecius

Proceedings of the ICINCO 2014 - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Vienna, Austria, 1, 2014

Hierarchical Modelling of Industrial System Reliability with Probabilistic Logic.

Kamil Dedecius, Pavel Ettler

Proceedings of the ICINCO 2014 - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Vienna, Austria, 1, 2014

Collaborative Kalman Filtration - Bayesian Perspective.

Kamil Dedecius

Proceedings of the ICINCO 2014 - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Vienna, Austria, 1, 2014

Distributed modelling of big dynamic data with generalized linear models.

Kamil Dedecius, Vladimíra Seckárová

Proceedings of the 17th International Conference on Information Fusion, 2014

2013

Dynamic Diffusion Estimation in Exponential Family Models.

Kamil Dedecius, Vladimíra Seckárová

IEEE Signal Process. Lett., 2013

Overview of Bounded Support Distributions and Methods for Bayesian Treatment of Industrial Data.

Kamil Dedecius, Pavel Ettler

Proceedings of the ICINCO 2013 - Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Reykjavík, Iceland, 29, 2013

2012

Autoregressive Model with Partial Forgetting within Rao-Blackwellized Particle Filter.

Kamil Dedecius, Radek Hofman

Commun. Stat. Simul. Comput., 2012

Dynamic Bayesian diffusion estimation

Kamil Dedecius, Vladimíra Seckárová

CoRR, 2012

2011

Adaptive Continuous Hierarchical Model-based Decision Making - For Process Modelling with Realistic Requirements.

Kamil Dedecius, Pavel Ettler

Proceedings of the ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Noordwijkerhout, The Netherlands, 28, 2011

Advanced soft sensor technology to be used for cold rolling mills.

Pavel Ettler, Kamil Dedecius, Dani Juricic, Aleksander Preglej

Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011