Browsing Closed by Author "Gao, Byron"

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Browsing Closed by Author "Gao, Byron"

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  • Zhang, Peng; Gao, Byron; Zhu, Xingquan; Guo, Li (IEEE, 2011)
    Lazy learning, such as k-nearest neighbor learning, has been widely applied to many applications. Known for well capturing data locality, lazy learning can be advantageous for highly dynamic and complex learning environments ...
  • Zhang, Peng; Li, Jun; Wang, Peng; Gao, Byron; Zhu, Xingquan; Guo, Li (ACM, 2011)
    Ensemble learning has become a common tool for data stream classification, being able to handle large volumes of stream data and concept drifting. Previous studies focus on building accurate prediction models from stream ...