Advanced soft sensor technology to be used for cold rolling mills. - Pavel Ettler; Kamil Dedecius; Dani Juricic; Aleksander Preglej (ETFA, 2011)

Adaptive Continuous Hierarchical Model-based Decision Making - For Process Modelling with Realistic Requirements. - Kamil Dedecius; Pavel Ettler (ICINCO (1), 2011)

Dynamic Bayesian diffusion estimation - Kamil Dedecius; Vladimíra Seckárová (CoRR, 2012)

Autoregressive Model with Partial Forgetting within Rao-Blackwellized Particle Filter. - Kamil Dedecius; Radek Hofman (Commun. Stat. Simul. Comput., 2012)

Overview of Bounded Support Distributions and Methods for Bayesian Treatment of Industrial Data. - Kamil Dedecius; Pavel Ettler (ICINCO (1), 2013)

Dynamic Diffusion Estimation in Exponential Family Models. - Kamil Dedecius; Vladimíra Seckárová (IEEE Signal Process. Lett., 2013)

Distributed modelling of big dynamic data with generalized linear models. - Kamil Dedecius; Vladimíra Seckárová (FUSION, 2014)

Collaborative Kalman Filtration - Bayesian Perspective. - Kamil Dedecius (ICINCO (1), 2014)

Hierarchical Modelling of Industrial System Reliability with Probabilistic Logic. - Kamil Dedecius; Pavel Ettler (ICINCO (1), 2014)

Quantification of Information Uncertainty for the Purpose of Condition Monitoring. - Pavel Ettler; Kamil Dedecius (ICINCO (1), 2014)

Diffusion estimation of state-space models: Bayesian formulation. - Kamil Dedecius (MLSP, 2014)

Adaptive approximate filtering of state-space models. - Kamil Dedecius (EUSIPCO, 2015)

Diffusion filtration with approximate Bayesian computation. - Kamil Dedecius; Petar M. Djuric (ICASSP, 2015)

Sequential Estimation of Mixtures in Diffusion Networks. - Kamil Dedecius; Jan Reichl; Petar M. Djuric (IEEE Signal Process. Lett., 2015)

Bayesian estimation of unknown parameters over networks. - Petar M. Djuric; Kamil Dedecius (EUSIPCO, 2016)

Diffusion estimation of mixture models with local and global parameters. - Kamil Dedecius; Vladimíra Seckárová (SSP, 2016)

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)

Factorized Estimation of Partially Shared Parameters in Diffusion Networks. - Kamil Dedecius; Vladimíra Seckárová (IEEE Trans. Signal Process., 2017)

Sequential Poisson Regression in Diffusion Networks. - Kamil Dedecius; Radomír Zemlicka (IEEE Signal Process. Lett., 2020)

Collaborative Sequential State Estimation Under Unknown Heterogeneous Noise Covariance Matrices. - Kamil Dedecius; Ondrej Tichý (IEEE Trans. Signal Process., 2020)

Robust Online Modeling of Counts in Agent Networks. - Radomír Zemlicka; Kamil Dedecius (IEEE Trans. Signal Inf. Process. over Networks, 2023)

JIPDA Filtering with Information Diffusion. - Kamil Dedecius; Jan Novák; Petr Jechumtál (EUSIPCO, 2024)