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Publikace

Bayesian estimation of dynamic finite mixtures

Typ:
Článek v odborném periodiku
Autoři publikace:
Nagy I., Suzdaleva E., Kárný M., Mlynářová T.
Název periodika:
International Journal of Adaptive Control and Signal Proces
Ročník:
25
Rok:
2011
Číslo:
9 (2011)
Strany:
765-787
ISSN:
0890-6327
Klíčová slova:
mixture model, Bayesian estimation, clustering
Anotace:
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.
 
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