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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...
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| Publicat a: | Proc AAAI Conf Artif Intell |
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| Autors principals: | , |
| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
2015
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4402162/ https://ncbi.nlm.nih.gov/pubmed/25905027 |
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