Conceptual Clustering - List of Published Algorithms

List of Published Algorithms

A fair number of algorithms have been proposed for conceptual clustering. Some examples are given below:

  • CLUSTER/2 (Michalski & Stepp 1983)
  • COBWEB (Fisher 1987)
  • CYRUS (Kolodner 1983)
  • GALOIS (Carpineto & Romano 1993),
  • GCF (Talavera & BĂ©jar 2001)
  • INC (Hadzikadic & Yun 1989)
  • ITERATE (Biswas, Weinberg & Fisher 1998),
  • LABYRINTH (Thompson & Langley 1989)
  • SUBDUE (Jonyer, Cook & Holder 2001).
  • UNIMEM (Lebowitz 1987)
  • WITT (Hanson & Bauer 1989),

More general discussions and reviews of conceptual clustering can be found in the following publications:

  • Michalski (1980)
  • Gennari, Langley, & Fisher (1989)
  • Fisher & Pazzani (1991)
  • Fisher & Langley (1986)
  • Stepp & Michalski (1986)

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