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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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| Autors principals: | , , |
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| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
Public Library of Science
2014
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4160211/ https://ncbi.nlm.nih.gov/pubmed/25208128 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0107122 |
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