Active semi-supervised learning method with hybrid deep belief networks.
In this paper, we develop a novel semi-supervised learning algorithm called active hybrid deep belief networks (AHD), to address the semi-supervised sentiment classification problem with deep learning. First, we construct the previous several hidden layers using restricted Boltzmann machines (RBM),...
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| Hauptverfasser: | , , |
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| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
Public Library of Science (PLoS)
2014-01-01
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| Schriftenreihe: | PLoS ONE |
| Online-Zugang: | http://europepmc.org/articles/PMC4160211?pdf=render |
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