Browsing Closed by Author "Xue, Xiangyang"

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Browsing Closed by Author "Xue, Xiangyang"

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  • Li, Bin; Zhu, Xingquan; Li, Ruijiang; Zhang, Chengqi; Xue, Xiangyang; Wu, Xindong (AAAI Press, 2011)
    Collaborative filtering (CF) techniques recommend items to users based on their historical ratings. In real-world scenarios, user interests may drift over time since they are affected by moods, contexts, and pop culture ...
  • Zhu, Zhenfeng; Zhu, Xingquan; Ye, Yangdong; Gua, Yue-Fei; Xue, Xiangyang (ACM, 2012)
    Proximal support vector machine (PSVM) is a simple but effective classifier, especially for solving large-scale data classification problems. An inherent deficiency of PSVM lies on its inefficiency for dealing with ...
  • Li, Ruijiang; Li, Bin; Jin, Cheng; Xue, Xiangyang; Zhu, Xingquan (AAAI Press, 2011)
    In real-world recommender systems, some users are easily influenced by new products and whereas others are unwilling to change their minds. So the preference varying speeds for users are different. Based on this ...