Search results
- 1.0570900 - ÚTIA 2024 RIV US eng J - Journal Article
Žemlička, R. - Dedecius, Kamil
Robust Online Modeling of Counts in Agent Networks.
IEEE Transactions on Signal and Information Processing over Networks. Roč. 9, č. 1 (2023), s. 217-228. ISSN 2373-776X. E-ISSN 2373-776X
Institutional support: RVO:67985556
Keywords : Diffusion * Distributed estimation * Poisson regression
OECD category: Automation and control systems
Impact factor: 3.2, year: 2022
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2023/AS/dedecius-0570900.pdf https://ieeexplore.ieee.org/document/10093992
Permanent Link: https://hdl.handle.net/11104/0342468 - 2.0532181 - ÚTIA 2021 RIV US eng J - Journal Article
Dedecius, Kamil - Tichý, Ondřej
Collaborative sequential state estimation under unknown heterogeneous noise covariance matrices.
IEEE Transactions on Signal Processing. Roč. 68, č. 10 (2020), s. 5365-5378. ISSN 1053-587X. E-ISSN 1941-0476
R&D Projects: GA ČR GA20-27939S
Institutional support: RVO:67985556
Keywords : Diffusion network * Diffusion strategz * State estimation
OECD category: Communication engineering and systems
Impact factor: 4.931, year: 2020
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2020/AS/dedecius-0532181.pdf https://ieeexplore.ieee.org/document/9195780
Permanent Link: http://hdl.handle.net/11104/0310804 - 3.0524262 - ÚTIA 2021 RIV US eng J - Journal Article
Dedecius, Kamil - Žemlička, R.
Sequential Poisson Regression in Diffusion Networks.
IEEE Signal Processing Letters. Roč. 27, č. 1 (2020), s. 625-629. ISSN 1070-9908. E-ISSN 1558-2361
Institutional support: RVO:67985556
Keywords : diffusion * distributed estimation * Poisson regression
OECD category: Electrical and electronic engineering
Impact factor: 3.109, year: 2020
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2020/AS/dedecius-0524262.pdf https://ieeexplore.ieee.org/document/9066870
Permanent Link: http://hdl.handle.net/11104/0308918 - 4.0478074 - ÚTIA 2019 RIV GB eng J - Journal Article
Dedecius, Kamil
Marginalized approximate filtering of state-space models.
International Journal of Adaptive Control and Signal Processing. Roč. 32, č. 1 (2018), s. 1-12. ISSN 0890-6327. E-ISSN 1099-1115
R&D Projects: GA ČR(CZ) GA16-09848S
Institutional support: RVO:67985556
Keywords : approximate filtering * marginalized filters * particle filtering
OECD category: Statistics and probability
Impact factor: 2.239, year: 2018
http://library.utia.cas.cz/separaty/2017/AS/dedecius-0478074.pdf
Permanent Link: http://hdl.handle.net/11104/0274422 - 5.0477044 - ÚTIA 2018 RIV US eng J - Journal Article
Dedecius, Kamil - Sečkárová, Vladimíra
Factorized Estimation of Partially Shared Parameters in Diffusion Networks.
IEEE Transactions on Signal Processing. Roč. 65, č. 19 (2017), s. 5153-5163. ISSN 1053-587X. E-ISSN 1941-0476
R&D Projects: GA ČR(CZ) GP14-06678P; GA ČR GA16-09848S
Institutional support: RVO:67985556
Keywords : Diffusion network * Diffusion estimation * Heterogeneous parameters * Multitask networks
OECD category: Applied mathematics
Impact factor: 4.203, year: 2017
http://library.utia.cas.cz/separaty/2017/AS/dedecius-0477044.pdf
Permanent Link: http://hdl.handle.net/11104/0274027 - 6.0467560 - ÚTIA 2018 RIV US eng J - Journal Article
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. Roč. 65, č. 7 (2017), s. 1795-1809. ISSN 1053-587X. E-ISSN 1941-0476
R&D Projects: GA ČR(CZ) GP14-06678P
Institutional support: RVO:67985556
Keywords : diffusion network * diffusion estimation * adaptation * combination * exponential family
OECD category: Applied mathematics
Impact factor: 4.203, year: 2017
http://library.utia.cas.cz/separaty/2016/AS/dedecius-0467560.pdf
Permanent Link: http://hdl.handle.net/11104/0266434 - 7.0466448 - ÚTIA 2018 RIV GB eng J - Journal Article
Dedecius, Kamil
Adaptive kernels in approximate filtering of state-space models.
International Journal of Adaptive Control and Signal Processing. Roč. 31, č. 6 (2017), s. 938-952. ISSN 0890-6327. E-ISSN 1099-1115
R&D Projects: GA ČR(CZ) GP14-06678P
Institutional support: RVO:67985556
Keywords : filtering * nonlinear filters * Bayesian filtering * sequential Monte Carlo * approximate filtering
OECD category: Statistics and probability
Impact factor: 2.082, year: 2017
http://library.utia.cas.cz/separaty/2016/AS/dedecius-0466448.pdf
Permanent Link: http://hdl.handle.net/11104/0265788 - 8.0431479 - ÚTIA 2017 RIV US eng J - Journal Article
Dedecius, Kamil - Reichl, Jan - Djurić, P. M.
Sequential Estimation of Mixtures in Diffusion Networks.
IEEE Signal Processing Letters. Roč. 22, č. 2 (2015), s. 197-201. ISSN 1070-9908. E-ISSN 1558-2361
R&D Projects: GA ČR(CZ) GP14-06678P
Institutional support: RVO:67985556
Keywords : distributed estimation * mixture models * bayesian inference
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 1.661, year: 2015
http://library.utia.cas.cz/separaty/2014/AS/dedecius-0431479.pdf
Permanent Link: http://hdl.handle.net/11104/0236075 - 9.0396518 - ÚTIA 2014 RIV US eng J - Journal Article
Dedecius, Kamil - Sečkárová, Vladimíra
Dynamic Diffusion Estimation in Exponential Family Models.
IEEE Signal Processing Letters. Roč. 20, č. 11 (2013), s. 1114-1117. ISSN 1070-9908. E-ISSN 1558-2361
R&D Projects: GA MŠMT 7D12004; GA ČR GA13-13502S
Keywords : diffusion estimation * distributed estimation * paremeter estimation
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 1.639, year: 2013
http://library.utia.cas.cz/separaty/2013/AS/dedecius-0396518.pdf
Permanent Link: http://hdl.handle.net/11104/0224311 - 10.0392551 - ÚTIA 2014 RIV US eng J - Journal Article
Dedecius, Kamil - Sečkárová, Vladimíra
Centralized Bayesian reliability modelling with sensor networks.
Mathematical and Computer Modelling of Dynamical Systems. Roč. 19, č. 5 (2013), s. 471-482. ISSN 1387-3954. E-ISSN 1744-5051
R&D Projects: GA MŠMT 7D12004
Grant - others:GA MŠk(CZ) SVV-265315
Keywords : Bayesian modelling * Sensor network * Reliability
Subject RIV: BD - Theory of Information
Impact factor: 0.984, year: 2013
http://library.utia.cas.cz/separaty/2013/AS/dedecius-0392551.pdf
Permanent Link: http://hdl.handle.net/11104/0221520