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Browsing Faculty of Management Studies & Commerce by Author "Zhang, Jinglan"

Browsing Faculty of Management Studies & Commerce by Author "Zhang, Jinglan"

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  • Integration of Fuzzy and Deep Learning in Three-Way Decisions 
    Subhashini, L.D.C.S.; Li, Yuefeng; Zhang, Jinglan; Atukorale, A.S. (2020)
    The problem of uncertainty is a challenging issue to solve in opinion mining models. Existing models that use machine learning algorithms are unable to identify uncertainty within online customer reviews because of broad ...
  • Integration of Fuzzy and LSTM in Three-Way Decisions 
    Subhashini, L.D.C.S.; Li, Yuefeng; Zhang, Jinglan; Atukorale, A.S. (2020)
    Recently, a three-way decision concept is studied to handle the uncertainty and incompleteness in the given attribute set based on acceptance, rejection, and uncertain regions. A three-way decision is a vital method in ...
  • Three-Way Framework Using Fuzzy Concepts and Semantic Rules in Opinion Classification 
    Subhashini, L. D. C. S.; Li, Yuefeng; Zhang, Jinglan; Atukorale, A.S. (Springer, 2020)
    Binary classification is a critical process for opinion mining, which classifies opinions or user reviews into positive or negative classes. So far many popular binary classifiers have been used in opinion mining. The ...

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