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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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| Publicado no: | Proc AAAI Conf Artif Intell |
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| Main Authors: | , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2015
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4402162/ https://ncbi.nlm.nih.gov/pubmed/25905027 |
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