Announcements (Last updated 08 Nov 2001)
Past announcements
Class Resources (Last updated 26 Oct 2001)
Course Information
Class Web Board (Discussions and Questions)
Resources on the Web
Lecture Notes

Books (Last updated 08 Nov 2001)

Text: Machine Learning, T. M. Mitchell. McGraw-Hill, 1997. ISBN: 0070428077
Selected readings (recommended books, on reserve in CIS Library):
  • Artificial Intelligence: A Modern Approach, S. J. Russell and P. Norvig. Prentice Hall, 1995. ISBN: 0131038052
  • Readings in Machine Learning, J. W. Shavlik and T. G. Dietterich, eds. Morgan Kaufmann, 1990. ISBN: 1558601430
  • Additional bibliography (excerpted in course notes and handouts):
  • Readings in Computer Inference and Knowledge Acquisition, B. G. Buchanan and D. C. Wilkins, eds. Morgan Kaufmann, 1993. ISBN: 1558601635
  • Readings in Uncertain Reasoning, G. Shafer and J. Pearl. Morgan Kaufmann, 1990. ISBN: 1558601252
  • Genetic Algorithms in Search, Optimization, and Machine Learning, D. E. Goldberg. Addison-Wesley, 1989. ISBN: 0201157675
  • Neural Networks for Pattern Recognition, C. M. Bishop. Oxford University Press, 1995. ISBN: 0198538499
  • Genetic Programming: On The Programming of Computers by Means of Natural Selection, J. Koza. MIT Press, 1992. ISBN: 0262111705
  • An Introduction to Computational Learning Theory, M. J. Kearns and U. V. Vazirani. MIT Press, 1994. ISBN: 0262111934
  • Pattern Classification and Scene Analysis, R. O. Duda and P. E. Hart. John Wiley and Sons, 1973. ISBN: 0471223611
  • Page created: 12 Aug 1999
    Last updated: 08 Nov 2001
    William H. Hsu