Browsing 15 Commerce, Management, Tourism and Services by Author "Zhu Xingquan"

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  • Browsing 15 Commerce, Management, Tourism and Services by Author

Browsing 15 Commerce, Management, Tourism and Services by Author "Zhu Xingquan"

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  • SKIF: A Data Imputation Framework for Concept Drifting Data Streams 
    Zhang Peng; Zhu Xingquan; Tan Jianlong; Guo Li (ACM, 2010)
    Missing data commonly occur in many applications. While many data imputation methods exist to handle the missing data problem for databases, when applied to concept drifting data streams, these methods share some common ...
  • Transfer Incremental Learning for Pattern Classification 
    Zhu Zhenfeng; Zhu Xingquan; Gua Yue-Fei; Xua Xiangyang (ACM, 2010)
    Traditional machine learning methods, such as Support Vector Machines (SVMs), usually assume that training and test data share the same distributions. Due to the inherent dynamic data nature, it is often observed that (1) ...