Browsing by Author "Lin Xuemin"

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Browsing by Author "Lin Xuemin"

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  • Active Learning From Stream Data Using Optimal Weight Classifier Ensemble 
    Zhu Xingquan; Zhang Peipei; Lin Xuemin; Shi Yuquan (Ieee-Inst Electrical Electronics Engineers Inc, 2010)
    In this paper, we propose a new research problem on active learning from data streams, where data volumes grow continuously, and labeling all data is considered expensive and impractical. The objective is to label a small ...
  • Efficient approximate entity extraction with edit distance constraints 
    Wang Wei; Xiao Chuan; Lin Xuemin; Zhang Chengqi (ACM, 2009)
    Named entity recognition aims at extracting named entities from unstructured text. A recent trend of named entity recognition is finding approximate matches in the text with respect to a large dictionary of known entities, ...