Number of the records: 1
Bayesian estimation of dynamic finite mixtures
- 1.0359260 - ÚTIA 2012 RIV GB eng J - Journal Article
Nagy, Ivan - Suzdaleva, Evgenia - Kárný, Miroslav - Mlynářová, T.
Bayesian estimation of dynamic finite mixtures.
International Journal of Adaptive Control and Signal Processing. Roč. 25, č. 9 (2011), s. 765-787. ISSN 0890-6327. E-ISSN 1099-1115
R&D Projects: GA MŠMT 1M0572; GA ČR GA102/08/0567; GA TA ČR TA01030123
Grant - others:treaty between ÚTIA and Škoda(CZ) ENS/2010/UTIA
Institutional research plan: CEZ:AV0Z10750506
Keywords : mixture model * Bayesian estimation * clustering
Subject RIV: BC - Control Systems Theory
Impact factor: 0.913, year: 2011
http://library.utia.cas.cz/separaty/2011/AS/nagy-bayesian estimation of dynamic finite mixtures.pdf
The paper introduces an algorithm for estimation of dynamic mixture models. A new feature of the proposed algorithm is the ability to consider a dynamic form not only for component models but also for the pointer model, which describes the activities of the mixture components in time.
Permanent Link: http://hdl.handle.net/11104/0197074
Number of the records: 1