CS 540 - Introduction to Artificial Intelligence Fall 2009

CS 540 Supplementary Reading

Introduction: Past, Present, and Future of AI

• What is AI? (by J. McCarthy)
• History and Promise of AI (by D. Waltz)
• Rethinking Artificial Intelligence (by P. Winston, MIT AI Lab)
• Report on 21st Century Intelligent Systems (by B. Grosz and R. Davis)
• The Role of Intelligent Systems in the National Information Infrastructure (by D. Weld)
• AI-Related Web Sites (organized by the chapters in the textbook)

Search

• Ovarian cancer diagnosis using Genetic Algorithms
  • Use of protomic patterns in serum to identify ovarian cancer, The Lancet 359, Feb. 16, 2002, pp. 572-577.
  • Clinical Proteomics Program Databank with datasets and a description of the Genetic Algorithm details.
• Special issue on game playing, Artificial Intelligence 134(1-2), 2002, pp. 1-311.

Other Textbooks

• T. Dean, J. Allen, and Y. Aloimonos, Artificial Intelligence: Theory and Practice, Benjamin/Cummings, Redwood City, Ca., 1995. Good chapters on search and learning.
• D. Ballard, An Introduction to Natural Computation, MIT Press, Cambridge, Mass., 1997. Emphasizes computational issues in modeling the brain.
• G. Luger and W. Stubblefield, Artificial Intelligence: Structures and Strategies for Complex Problem Solving, 2nd ed., Addison-Wesley, Reading, Mass., 1993. Introductory with many examples.
• E. Rich and K. Knight, Artificial Intelligence, 2nd ed., McGraw-Hill, New York, 1991. Good sections on representation.
• M. Ginsberg, Essentials of Artificial Intelligence, Morgan Kaufmann, San Mateo, Ca., 1993. Good presentation of logic.
• P. H. Winston, Artificial Intelligence, 3rd ed., Addison-Wesley, Reading, Mass., 1992. Good sections on search, rules, and learning.
• S. Tanimoto, The Elements of Artificial Intelligence using Common Lisp, 2nd ed., Freeman, New York, 1995.
• M. Genesereth and N. Nilsson, Logical Foundations of Artificial Intelligence, Morgan Kaufmann, San Mateo, Ca., 1987.
• S. Shapiro, ed., Encyclopedia of Artificial Intelligence, 2nd ed., Wiley, New York, 1992.