Search results
- 1.0551618 - ÚTIA 2022 RIV NL eng J - Journal Article
Kuklišová Pavelková, Lenka - Jirsa, Ladislav - Quinn, Anthony
Fully probabilistic design for knowledge fusion between Bayesian filters under uniform disturbances.
Knowledge-Based System. Roč. 238, č. 1 (2022), č. článku 107879. ISSN 0950-7051. E-ISSN 1872-7409
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : Knowledge fusion * Bayesian transfer learning * Fully probabilistic design * State–space models * Bounded noise * Bayesian inference
OECD category: Statistics and probability
Impact factor: 8.8, year: 2022
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2022/AS/kuklisova-0551618.pdf https://www.sciencedirect.com/science/article/pii/S0950705121010388
Permanent Link: http://hdl.handle.net/11104/0326889 - 2.0505335 - ÚTIA 2020 RIV CZ eng D - Thesis
Papež, Milan
Monte Carlo-Based Identification Strategies for State-Space Models.
Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií. Defended: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií. 16.5.2019. - Brno: Vysoké učení technické v Brně, 2019. 224 s.
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : sequential Monte Carlo * particle Markov chain Monte Carlo * nonlinear and non-Gaussian state-space models * transfer learning
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2019/AS/papez-0505335.pdf
Permanent Link: http://hdl.handle.net/11104/0296952 - 3.0459995 - ÚTIA 2017 RIV NO eng C - Conference Paper (international conference)
Pavelková, Lenka - Belda, Květoslav
State Estimation and Model Predictive Control for the Systems with Uniform Noise.
IFAC-PapersOnLine. Volume 49, Issue 7 - 11th IFAC Symposium on Dynamics and Control of Process SystemsIncluding Biosystems DYCOPS-CAB 2016. Trondheim: IFAC, 2016, s. 967-972. ISSN 2405-8963.
[IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems (DYCOPS-CAB) /11./. Trondheim (NO), 06.06.2016-08.06.2016]
R&D Projects: GA AV ČR GA16-09848S
Institutional support: RVO:67985556
Keywords : model predictive control * bounded noise * probabilistic models * linear state-space models
Subject RIV: BC - Control Systems Theory
http://library.utia.cas.cz/separaty/2016/AS/pavelkova-0459995.pdf
Permanent Link: http://hdl.handle.net/11104/0260441 - 4.0448835 - FGÚ 2016 RIV CH eng J - Journal Article
Kobayashi, R. - He, J. - Lánský, Petr
Estimation of the synaptic input firing rates and characterization of the stimulation effects in an auditory neuron.
Frontiers in Computational Neuroscience. Roč. 9, May 18 (2015), s. 59. E-ISSN 1662-5188
R&D Projects: GA ČR(CZ) GA15-08066S
Institutional support: RVO:67985823
Keywords : synaptic inputs * statistical inference * state-space models * intracellular recordings * auditory cortex
Subject RIV: BD - Theory of Information
Impact factor: 2.653, year: 2015
Permanent Link: http://hdl.handle.net/11104/0251532 - 5.0436588 - ÚI 2015 US eng C - Conference Paper (international conference)
Ali, R.A. - Bureš, Tomáš - Gerostathopoulos, I. - Keznikl, Jaroslav - Plášil, F.
Architecture Adaptation Based on Belief Inaccuracy Estimation.
Proceedings of the Working IEEE/IFIP Conference on Software Architecture 2014. Piscataway: IEEE Computer Society, 2014, s. 87-90. ISBN 978-1-4799-3412-6.
[WICSA 2014. Working IEEE/IFIP Conference on Software Architecture /14./. Sydney (AU), 07.04.2014-11.04.2014]
EU Projects: European Commission(XE) ASCENS 257414
Grant - others:FP7-PEOPLE-2010-ITN(XE) grant agreement n°264840
Program: FP7
Keywords : belief * component architectures * cyber-physical systems * self-adaptivity * state-space models
Subject RIV: JC - Computer Hardware ; Software
Permanent Link: http://hdl.handle.net/11104/0240303File Download Size Commentary Version Access a0436588.pdf 2 181.8 KB Publisher’s postprint require - 6.0431804 - ÚTIA 2015 RIV FR eng C - Conference Paper (international conference)
Dedecius, Kamil
Diffusion Estimation Of State-Space Models: Bayesian Formulation.
Proceedings of the 24th IEEE International Workshop on Machine Learning for Signal Processing (MLSP2014). Reims: IEEE, 2014. ISBN 978-1-4799-3693-9.
[The 24th IEEE International Workshop on Machine Learning for Signal Processing (MLSP2014). Reims (FR), 21.09.2014-24.09.2014]
R&D Projects: GA ČR(CZ) GP14-06678P
Keywords : distributed estimation * state-space models * Bayesian estimation
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2014/AS/dedecius-0431804.pdf
Permanent Link: http://hdl.handle.net/11104/0237640 - 7.0422958 - ÚTIA 2015 RIV GB eng J - Journal Article
Pavelková, Lenka - Kárný, Miroslav
State and parameter estimation of state-space model with entry-wise correlated uniform noise.
International Journal of Adaptive Control and Signal Processing. Roč. 28, č. 11 (2014), s. 1189-1205. ISSN 0890-6327. E-ISSN 1099-1115
R&D Projects: GA TA ČR TA01030123; GA ČR GA13-13502S
Institutional research plan: CEZ:AV0Z1075907
Keywords : state-space models * bounded noise * filtering problems * estimation algorithms * uncertain dynamic systems
Subject RIV: BC - Control Systems Theory
Impact factor: 1.346, year: 2014
http://library.utia.cas.cz/separaty/2014/AS/pavelkova-0422958.pdf
Permanent Link: http://hdl.handle.net/11104/0230623 - 8.0392950 - ÚTIA 2014 RIV NL eng J - Journal Article
Nagy, Ivan - Suzdaleva, Evgenia
Mixture estimation with state-space components and Markov model of switching.
Applied Mathematical Modelling. Roč. 37, č. 24 (2013), s. 9970-9984. ISSN 0307-904X. E-ISSN 1872-8480
R&D Projects: GA TA ČR TA01030123
Institutional support: RVO:67985556
Keywords : probabilistic dynamic mixtures, * probability density function * state-space models * recursive mixture estimation * Bayesian dynamic decision making under uncertainty * Kerridge inaccuracy
Subject RIV: BC - Control Systems Theory
Impact factor: 2.158, year: 2013
http://library.utia.cas.cz/separaty/2013/AS/nagy-mixture estimation with state-space components and markov model of switching.pdf
Permanent Link: http://hdl.handle.net/11104/0221975 - 9.0031202 - ÚTIA 2007 RIV NL eng J - Journal Article
Kárný, Miroslav - Guy, Tatiana Valentine
Fully probabilistic control design.
[Plně pravděpodobnostní návrh řízení.]
Systems and Control Letters. Roč. 55, č. 4 (2006), s. 259-265. ISSN 0167-6911. E-ISSN 1872-7956
R&D Projects: GA ČR GA102/03/0049; GA ČR GP102/03/P010; GA AV ČR(CZ) 1ET100750401
Institutional research plan: CEZ:AV0Z10750506
Keywords : stochastic control design * fully probabilistic design * state-space models
Subject RIV: BC - Control Systems Theory
Impact factor: 1.683, year: 2006
http://library.utia.cas.cz/separaty/historie/karny-0031202.pdf
Permanent Link: http://hdl.handle.net/11104/0131954