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Text: Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations, I. H. Witten and E. Frank. MIT Press, 1996. ISBN: 1558605525
Selected reading (recommended books, on reserve in CIS Library):
  • Advances in Knowledge Discovery and Data Mining, U. Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy, eds. MIT Press, 1996. ISBN: 0262560976
  • Machine Learning, T. M. Mitchell. McGraw-Hill, 1997. ISBN: 0070428077
  • Additional bibliography (excerpted in course notes and handouts):
  • Artificial Intelligence: A Modern Approach, S. J. Russell and P. Norvig. Prentice Hall, 1995. ISBN: 0131038052
  • C4.5: Programs for Machine Learning, J. R. Quinlan. Morgan Kaufmann, 1993. ISBN: 1558602380
  • Genetic Algorithms in Search, Optimization, and Machine Learning, D. E. Goldberg. Addison-Wesley, 1989. ISBN: 0201157675
  • Page created: 03 Apr 2001
    Last updated: 25 Apr 2004
    CIS 690 Instructional Staff