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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),...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Zhou, Shusen, Chen, Qingcai, Wang, Xiaolong
Format: Artigo
Sprache:Inglês
Veröffentlicht: Public Library of Science 2014
Schlagworte:
Online Zugang: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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