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  1. No Access

    Article

    Transfer Naive Bayes algorithm with group probabilities

    In order to protect data privacy, a new transfer group probability Naive Bayes algorithm TrGNB is proposed. TrGNB is applied to scenarios in which the source domain contains a large amount of labeled data and ...

    **gmei Li, Weifei Wu, Di Xue in Applied Intelligence (2020)

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    Article

    Deep learning-based personality recognition from text posts of online social networks

    Personality is an important psychological construct accounting for individual differences in people. Computational personality recognition from online social networks is gaining increased research attention in...

    Di Xue, Lifa Wu, Zheng Hong, Shize Guo, Liang Gao, Zhiyong Wu… in Applied Intelligence (2018)

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    Chapter and Conference Paper

    Predicting Big-Five Personality for Micro-blog Based on Robust Multi-task Learning

    Personality prediction on social network has become a hot topic. At present, most studies are using single-task classification/regression machine learning. However, this method ignores the potential associatio...

    Shuguang Huang, **ghua Zheng, Di Xue, Nan Zhao in Data Science (2017)