Browsing 08 Information and Computing Sciences by Author "Zhu, Zhenfeng"

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Browsing 08 Information and Computing Sciences by Author "Zhu, Zhenfeng"

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  • 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 ...
  • Zhu, Zhenfeng; Zhu, Xingquan; Ye, Yangdong; Gua, Yue-Fei; Xua, Xiangyang (ACM, 2011)
    Active learning traditionally assumes that labeled and unlabeled samples are subject to the same distributions and the goal of an active learner is to label the most informative unlabeled samples. In reality, situations ...