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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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| Gepubliceerd in: | Proc AAAI Conf Artif Intell |
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| Hoofdauteurs: | , |
| Formaat: | Artigo |
| Taal: | Inglês |
| Gepubliceerd in: |
2015
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| Onderwerpen: | |
| Online toegang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4402162/ https://ncbi.nlm.nih.gov/pubmed/25905027 |
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