Efficient Rule-Based Attribute-Oriented Induction for Data Mining

  title={Efficient Rule-Based Attribute-Oriented Induction for Data Mining},
  author={David Wai-Lok Cheung and H. Y. Hwang and Ada Wai-Chee Fu and Jiawei Han},
  journal={Journal of Intelligent Information Systems},
Data mining has become an important technique which has tremendous potential in many commercial and industrial applications. Attribute-oriented induction is a powerful mining technique and has been successfully implemented in the data mining system DBMiner (Han et al. Proc. 1996 Int'l Conf. on Data Mining and Knowledge Discovery (KDD'96), Portland, Oregon, 1996). However, its induction capability is limited by the unconditional concept generalization. In this paper, we extend the concept… CONTINUE READING
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