Cross-domain sentiment classification using deep learning approach

Deep learning, as a new unsupervised leaning algorithm, has strong capabilities to learn data representations. Previous work has shown that new features learned by deep learning algorithm help to improve the accuracy of cross-domain classification. In this paper, we firstly propose a modified versio...

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Veröffentlicht in:	IEEE ... International Conference on Cloud Computing and Intelligence Systems S. 60 - 64
Hauptverfasser:	Miao Sun, Qi Tan, Runwei Ding, Hong Liu
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.11.2014
Schlagworte:	Classification algorithms Cross-domain Deep learning dimension reduction feature augment ISO standards Noise reduction Text sentiment classification Training
ISBN:	1479947202, 9781479947201
ISSN:	2376-5933
Online-Zugang:	Volltext
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