Carregant...

A Regularized Linear Dynamical System Framework for Multivariate Time Series Analysis

Linear Dynamical System (LDS) is an elegant mathematical framework for modeling and learning Multivariate Time Series (MTS). However, in general, it is difficult to set the dimension of an LDS’s hidden state space. A small number of hidden states may not be able to model the complexities of a MTS, w...

Descripció completa

Guardat en:
Dades bibliogràfiques
Publicat a:Proc AAAI Conf Artif Intell
Autors principals: Liu, Zitao, Hauskrecht, Milos
Format: Artigo
Idioma:Inglês
Publicat: 2015
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4402162/
https://ncbi.nlm.nih.gov/pubmed/25905027
Etiquetes: Afegir etiqueta
Sense etiquetes, Sigues el primer a etiquetar aquest registre!