Počet záznamů: 1

Bayesian estimation of dynamic finite mixtures

  1. 1.
    0359260 - UTIA-B 2012 RIV GB eng J - Článek v odborném periodiku
    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
    Grant CEP: GA MŠk 1M0572; GA ČR GA102/08/0567; GA TA ČR TA01030123
    Grant ostatní:treaty between ÚTIA and Škoda(CZ) ENS/2010/UTIA
    Výzkumný záměr: CEZ:AV0Z10750506
    Klíčová slova: mixture model * Bayesian estimation * clustering
    Kód oboru RIV: BC - Teorie a systémy řízení
    Impakt faktor: 0.913, rok: 2011
    http://library.utia.cas.cz/separaty/2011/AS/nagy-bayesian estimation of dynamic finite mixtures.pdf 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.
    Trvalý link: http://hdl.handle.net/11104/0197074