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Books (Last updated 11 Jan 2001)

 
 
Text: Artificial Intelligence: A Modern Approach, S. J. Russell and P. Norvig. Prentice Hall, 1995. ISBN: 0131038052
Selected reading (recommended books, on reserve in CIS Library):
  • Neural Networks for Pattern Recognition, C. M. Bishop. Oxford University Press, 1995. ISBN: 0198538499
  • Genetic Algorithms in Search, Optimization, and Machine Learning, D. E. Goldberg. Addison-Wesley, 1989. ISBN: 0201157675
  • Additional bibliography (excerpted in course notes and handouts):
  • Machine Learning, T. M. Mitchell. McGraw-Hill, 1997. ISBN: 0070428077
  • Advances in Knowledge Discovery and Data Mining, U. Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy, eds. MIT Press, 1996. ISBN: 0262560976
  • Readings in Machine Learning, J. W. Shavlik and T. G. Dietterich, eds. Morgan Kaufmann, 1990. ISBN: 1558601430
  • Readings in Computer Inference and Knowledge Acquisition, B. G. Buchanan and D. C. Wilkins, eds. Morgan Kaufmann, 1993. ISBN: 1558601635
  • Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference, Revised Second Printing, J. Pearl. Morgan Kaufmann, 1991. ISBN: 1558604790
  • Genetic Programming: On The Programming of Computers by Means of Natural Selection, J. Koza. MIT Press, 1992. ISBN: 0262111705
  • Pattern Classification and Scene Analysis, R. O. Duda and P. E. Hart. John Wiley and Sons, 1973. ISBN: 0471223611
  • Page created: 11 Jan 2001
    Last updated: 09 May 2001
    William H. Hsu