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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Bibliografske podrobnosti

Principais autores:	Shusen Zhou, Qingcai Chen, Xiaolong Wang
Format:	Artigo
Jezik:	Inglês
Izdano:	Public Library of Science (PLoS) 2014-01-01
Serija:	PLoS ONE
Online dostop:	http://europepmc.org/articles/PMC4160211?pdf=render
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