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  1. No Access

    Article

    A data mining framework for product and service migration analysis

    With new technologies or products invented, customers migrate from a legacy product to a new product from time to time. This paper discusses a time series data mining framework for product and service migratio...

    Siu-Tong Au, Rong Duan, Wei Jiang in Annals of Operations Research (2012)

  2. No Access

    Article

    A framework of irregularity enlightenment for data pre-processing in data mining

    Irregularities are widespread in large databases and often lead to erroneous conclusions with respect to data mining and statistical analysis. For example, considerable bias is often resulted from many paramet...

    Siu-Tong Au, Rong Duan, Siamak G. Hesar, Wei Jiang in Annals of Operations Research (2010)