Kamil Dedecius

23 papers C 2Misc 1Journal 10Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Self-Referencing Adapt-Then-Combine Information Diffusion Scheme for Distributed PHD Filtering. IEEE Signal Process. Lett. Petr Fiedler, Kamil Dedecius
2024	—	`conf`	JIPDA Filtering with Information Diffusion. EUSIPCO Kamil Dedecius, Jan Novák, Petr Jechumtál
2023	J	`jnl`	Robust Online Modeling of Counts in Agent Networks. IEEE Trans. Signal Inf. Process. over Networks Radomír Zemlicka, Kamil Dedecius
2020	J	`jnl`	Collaborative Sequential State Estimation Under Unknown Heterogeneous Noise Covariance Matrices. IEEE Trans. Signal Process. Kamil Dedecius, Ondrej Tichý
2020	J	`jnl`	Sequential Poisson Regression in Diffusion Networks. IEEE Signal Process. Lett. Kamil Dedecius, Radomír Zemlicka
2017	J	`jnl`	Factorized Estimation of Partially Shared Parameters in Diffusion Networks. IEEE Trans. Signal Process. Kamil Dedecius, Vladimíra Seckárová
2017	J	`jnl`	Sequential Estimation and Diffusion of Information Over Networks: A Bayesian Approach With Exponential Family of Distributions. IEEE Trans. Signal Process. Kamil Dedecius, Petar M. Djuric
2016	—	`conf`	Bayesian estimation of unknown parameters over networks. EUSIPCO Petar M. Djuric, Kamil Dedecius
2016	—	`conf`	Diffusion estimation of mixture models with local and global parameters. SSP Kamil Dedecius, Vladimíra Seckárová
2015	—	`conf`	Adaptive approximate filtering of state-space models. EUSIPCO Kamil Dedecius
2015	Misc	`conf`	Diffusion filtration with approximate Bayesian computation. ICASSP Kamil Dedecius, Petar M. Djuric
2015	J	`jnl`	Sequential Estimation of Mixtures in Diffusion Networks. IEEE Signal Process. Lett. Kamil Dedecius, Jan Reichl, Petar M. Djuric
2014	—	`conf`	Collaborative Kalman Filtration - Bayesian Perspective. ICINCO (1) Kamil Dedecius
2014	—	`conf`	Diffusion estimation of state-space models: Bayesian formulation. MLSP Kamil Dedecius
2014	C	`conf`	Distributed modelling of big dynamic data with generalized linear models. FUSION Kamil Dedecius, Vladimíra Seckárová
2014	—	`conf`	Hierarchical Modelling of Industrial System Reliability with Probabilistic Logic. ICINCO (1) Kamil Dedecius, Pavel Ettler
2014	—	`conf`	Quantification of Information Uncertainty for the Purpose of Condition Monitoring. ICINCO (1) Pavel Ettler, Kamil Dedecius
2013	J	`jnl`	Dynamic Diffusion Estimation in Exponential Family Models. IEEE Signal Process. Lett. Kamil Dedecius, Vladimíra Seckárová
2013	—	`conf`	Overview of Bounded Support Distributions and Methods for Bayesian Treatment of Industrial Data. ICINCO (1) Kamil Dedecius, Pavel Ettler
2012	J	`jnl`	Autoregressive Model with Partial Forgetting within Rao-Blackwellized Particle Filter. Commun. Stat. Simul. Comput. Kamil Dedecius, Radek Hofman
2012	J	`jnl`	Dynamic Bayesian diffusion estimation CoRR Kamil Dedecius, Vladimíra Seckárová
2011	—	`conf`	Adaptive Continuous Hierarchical Model-based Decision Making - For Process Modelling with Realistic Requirements. ICINCO (1) Kamil Dedecius, Pavel Ettler
2011	C	`conf`	Advanced soft sensor technology to be used for cold rolling mills. ETFA Pavel Ettler, Kamil Dedecius, Dani Juricic, Aleksander Preglej