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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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| 主要な著者: | , , |
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| フォーマット: | Artigo |
| 言語: | Inglês |
| 出版事項: |
Public Library of Science
2014
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| 主題: | |
| オンライン・アクセス: | 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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