Browsing Journal Articles by Author "Ding, Wei"

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Browsing Journal Articles by Author "Ding, Wei"

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  • Mu, Yang; Ding, Wei; Tao, Dacheng (Elsevier Sci Ltd, 2013)
    The ultimate goal of distance metric learning is to incorporate abundant discriminative information to keep all data samples in the same class close and those from different classes separated. Local distance metric methods ...
  • Zhu, Xingquan; Ding, Wei; Yu, Philip; Zhang, Chengqi (Springer, 2011)
    In this paper, we formulate a new research problem of concept learning and summarization for one-class data streams. The main objectives are to (1) allow users to label instance groups, instead of single instances, as ...
  • Wu, Xindong; Ding, Wei; Yu, Kui; Zhu, Xingquan; Hao, Wang (IEEE, 2013)
    We propose a new online feature selection framework for applications with streaming features where the knowledge of the full feature space is unknown in advance. We define streaming features as features that flow in one ...