Announcements (Last updated 03 Apr 2001
Past announcements
 
Class Resources (Last updated 03 Apr 2001)
Course Information
Class Web Board (Discussions and Questions)
Resources on the Web
Handouts
Lecture Notes
Homework/Solutions

 
Books (Last updated 03 Apr 2001)

 
Text: None (course notes)
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: 03 Apr 2001
    William H. Hsu