AI Textbooks

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This section contains AI textbooks in the following areas: General, Expert Systems, Fuzzy Logic, Knowledge Representation, Natural Language Processing, Neural Networks, Programming Languages, Robotics, Other topics.

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General

• Bobrow, Daniel G., Artificial Intelligence in Perspective, The MIT Press, 1994.
• Dean, Thomas and Allen, James and Aloimonos, Yiannis, Artificial Intelligence: Theory and Practice, Addison-Wesley Publishing Company, 1995.
• Firlej, Maureen, Knowledge Elicitation, Prentice Hall, October 1991.
• Fischler, Martin A. and Firschein, Oscar, Intelligence: The Eye, The Brain, and the Computer, Addison-Wesley Publishing Company, 1987.
• Genesereth, Michael R., Logical Foundations of Artificial Intelligence, Morgan Kaufmann Publishers Inc., 1987.
• Ginsberg, Matthew L., Essentials of Artificial Intelligence, Morgan Kaufmann Publishers Inc., 1993.
• Kearsley, Greg, Artificial Intelligence and Instruction, Addison-Wesley Publishing Company, 1987.
• Luger, G.F. and Stubblefield, W.A., Artificial Intelligence: Structures and Strategies for Complex Problem Solving, 3rd ed., Addison-Wesley Publishing Company, 1997.
• Nilsson, Nils J., Principles of Artificial Intelligence, Morgan Kaufmann Publishers Inc., 1980.
• Nilsson, Nils, Artificial Intelligence: A New Synthesis, Morgan Kaufmann Publishers Inc., March 1998.
• Noyes, James L., Artificial Intelligence with Common Lisp: Fundamentals of Symbolic and Numeric Processing, Jones & Bartlet (D.C. Heath), 1992.
• Poole, D., Mackworth, A., and Goebel, R., Computational Intelligence A Logical Approach, Oxford University Press, 1998.
• Russell, S. and Norvig, P., Artificial Intelligence: A Modern Approach, Prentice Hall, 1995.
• Tanimoto, S. L., The Elements of Artificial Intelligence Using Common Lisp (also see source code) , W. H. Freeman, 1995.
• Tveter, D. R., The Pattern Recognition Basis of Artificial Intelligence, IEEE Computer Society Press, 1998.

Expert
Systems

• Kolodner, Janet L., Case-Based Reasoning, Morgan Kaufmann Publishers Inc., 1993.
• Liebowitz, J. and Letsky, C., Developing Your First Expert System -- An Interactive Tutorial on CD-ROM, CRC Press, July 1997
• Liebowitz, J. (ed.), Handbook on Expert Systems, CRC Press, December 1997.
• Nikolopoulos, Chris, Expert Systems, First and Second Generation and Hybrid Knowledge Based Systems, Marcel Dekker, 1997.

Fuzzy
Logic

• Dubois, D,, Prade, H,, and Yager, R. R., (eds.), Readings in Fuzzy Sets for Intelligent Systems, Morgan Kaufmann Publishers Inc., 1993.
• Klir, George J. and Yuan, Bo, Fuzzy Sets and Fuzzy Logic: Theory and Applicatons, Prentice Hall, May 1995.
• Kosko, Bart, Fuzzy Engineering, Prentice Hall, July 1996.

Knowledge
Representation

• Gonzalez, Avelino J. and Dankel, Douglas D., The Engineering of Knowledge-Based Systems, Prentice Hall, May 1993.
• Harris-Jones, Chris, Knowledge Based Systems Methods: A Practitioners Guide, Prentice Hall, May 1995.

Natural
Language
Processing

• Allen, James, Natural Language Understanding, 2nd ed., Addison-Wesley Publishing Company, 1995.
• Cole, Ronald A., et al. (eds.), Survey of the State of the Art in Human Language Technology, Cambridge University Press, 1998.
• Covington, Michael A., Natural Language Processing for Prolog Programmers, Prentice Hall, August 1993.
• Pereira, Fernando and Grosz, Barbara, Natural Language Processing, The MIT Press, 1994.

Neural
Networks

• Antognetti, Paolo and Milutinovic, Veljko, Neural Networks: Concepts, Applications and Implementation, Prentice Hall, September 1990
• Arbib, M. A. (ed.), The Handbook of Brain Theory and Neural Networks, The MIT Press, 1995.
  
• Fausett, Laurene V.,Fundamentals Of Neural Networks: Architecture, Algorithms and Applications, Prentice Hall, December 1993.
• Harvey, Robert L., Neural Network Principles, Prentice Hall, March 1994.
• Kung, Sun-Yuang, Digital Neural Networks, Prentice Hall, March 1993.
• Nigrin, Albert Neural Networks for Pattern Recognition, The MIT Press, 1993.

Programming
Languages

• Norvig, Peter, Paradigms of Artificial Intelligence Programming: Case Studies in Common Lisp, Morgan Kaufmann Publishers Inc., 1992.
• Shapiro, Stuart C., Common Lisp: An Interactive Approach, Computer Science Press, 1992.
• Steele, Guy L., Common Lisp the Language, 2nd edition, Digital Press, 1994.
• Sterling, Leon, and Shapiro, Ehud, The Art of Prolog -- Advanced Programming Techniques, 2nd edition, The MIT Press, 1994.

Robotics

• Dean, Thomas L., Planning and Control, Morgan Kaufmann Publishers Inc., 1991.
• Schilling, Robert J., Fundamentals of Robotics: Analysis and Control, Prentice Hall, September 1989.

Other
Topics

• Aminzadeh, Fred and Jamshidi, Mohammad, Soft Computing: Fuzzy Logic, Neural Networks, and Distributed Artificial Intelligence, Prentice Hall, June 1994.
• Kosko, Bart, Neural Networks and Fuzzy Systems: A Dynamical Systems Approach to Machine Intelligence, Prentice Hall, May 1991.
• Lin, Chin-Teng and Lee, C.S. George, Neural Fuzzy Systems: A Neuro-Fuzzy Synergism to Intelligent Systems, Prentice Hall, May 1996.
• Medsker, LarryDesign and Development of Expert Systems and Neural Networks, Prentice Hall, September, 1993.
• Taylor, Charles C. and Spiegelhalter, Michie, Machine Learning: Neural and Statistical Classification, Prentice Hall, September 1994.
• von Altrock, Constantin, Fuzzy Logic and Neuro Fuzzy Applications Explained, Prentice Hall, April 1995.

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