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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),...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2014
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4160211/ https://www.ncbi.nlm.nih.gov/pubmed/25208128 http://dx.doi.org/10.1371/journal.pone.0107122 |