Browsing by Author "Xue, Xiangyang"

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Browsing 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, Xingquan; Elmagarmid, Ak; Xue, Xiangyang; Wu, Ld; Catlin, Ac (IEEE-Inst Electrical Electronics Engineers Inc, 2005)
    Hierarchical video browsing and feature-based video retrieval are two standard methods for accessing video content. Very little research, however, has addressed the benefits of integrating these two methods for more effective ...
  • 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 ...