Bibliografie

Journal Article

Bayesian estimation of dynamic finite mixtures

Nagy Ivan, Suzdaleva Evgenia, Kárný Miroslav, Mlynářová T.

: International Journal of Adaptive Control and Signal Processing vol.25, 9 (2011), p. 765-787

: CEZ:AV0Z10750506

: 1M0572, GA MŠk, ENS/2010/UTIA, treaty between ÚTIA and Škoda, GA102/08/0567, GA ČR, TA01030123, GA TA ČR

: mixture model, Bayesian estimation, clustering

: 10.1002/acs.1239

: http://library.utia.cas.cz/separaty/2011/AS/nagy-bayesian estimation of dynamic finite mixtures.pdf

(eng): 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.

: BC