• Computer Science
  • Published 2010

Density-based clustering algorithm for mixture data sets

  title={Density-based clustering algorithm for mixture data sets},
  author={Wu Tian-hong},
Data stream clustering analysis is a hot issue in present research of data mining. A density based data stream clustering algorithm is designed for mixed-attribute data sets. To avoid the shortcoming that CluStream algorithm is not capable enough to handle mixed numerical and categorical data,a data stream cluster algorithm named MCStream is presented by using the idea of dimension-oriented distance. The simulation results show that the proposed algorithm can cluster the mixed-attribute data… CONTINUE READING

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