Books on Artificial Intelligence
Table legend
CLASS1 = AI
CLASS2
None = general
HIST1 = of strong historical interest
IR = information retrieval
ML = machine learning
NL = natural language processing
NN = neural nets
REAS =symbolic reasoning methods
XMISC = miscellaneous
CLASS |
CLASS2 |
Title |
Author |
Year |
CHMyear |
AI |
|
Computers and the human mind; An Introduction to Artificial Intelligence |
Fink, D. G. |
1966 |
1966 |
AI |
|
The sciences of the artificial |
Simon, H. A. |
1969 |
|
AI |
|
Representation and Understanding |
Bobrow, D.G, and A. Collins, Eds. |
1975 |
|
AI |
|
Artificial intelligence |
Winston, P. H. |
1977 |
|
AI |
|
Goedel, Escher, Bach: An Eternal Golden Braid |
Hofstadter, D. R. |
1979 |
|
AI |
|
Artificial intelligence |
Rich, E. |
1983 |
1983 |
AI |
|
Heuristics: intelligent search strategies for computer problem solving |
Pearl, J. |
1984 |
--- |
AI |
|
Conceptual structures: information processing in mind and machine |
Sowa, J. F. |
1984 |
|
AI |
|
Automating Knowledge Acquisition for Expert Systems |
Marcus, S. |
1988 |
--- |
AI |
|
The programmer's apprentice |
Rich, C. and Waters, R. C. |
1990 |
--- |
AI |
|
Artificial Intelligence: A Modern Approach |
Russell, S. J. and Norvig,P. |
1995 |
|
AI |
|
Fluid Concepts and Creative Analogies |
Hofstadter, D. R. |
1996 |
|
AI |
|
Handbook of Artificial Intelligence, Vol 1-3 |
Barr, A.,. Feigenbaum,E.A., Cohen, P.R. . |
1981, 1982 |
1982 |
AI |
HIST1 |
Computers and Thought |
Feigenbaum, E. A. and Feldman, J., eds. |
1963 |
|
AI |
HIST1 |
Language and Machines -- Computers in Translation and Linguistics (ALPAC Report). |
Pierce, J. R. and Carroll, J. B. |
1966 |
--- |
AI |
IR |
Automatic Information Organization and Retrieval. |
Salton,G. |
1968 |
-- |
AI |
IR |
The SMART Retrieval System: Experiments in Automatic Document Processing |
Salton, G. |
1971 |
--- |
AI |
IR |
Dynamic information and library processing |
Salton, G. |
1975 |
--- |
AI |
IR |
Introduction to Modern Information Retrieval |
Salton, G. and McGill, M.J. |
1986 |
--- |
AI |
IR |
Algorithms for clustering data |
Jain, A. K. and Dubes, R. C. |
1988 |
--- |
AI |
IR |
Automatic Text processing: the transformation, analysis, and retrieval of information by computer |
Salton, G. |
1989 |
--- |
AI |
IR |
Knowledge Discovery in Databases |
Piateski, G. and Frawley, W. |
1991 |
--- |
AI |
ML |
Decision-making processes in pattern recognition (ACM monograph series) |
Sebestyen, G. S. |
1962 |
|
AI |
ML |
Pattern Classification and Scene Analysis. |
Duda, R.O., Hart, P.E. |
1973 |
|
AI |
ML |
Estimation of Dependences Based on Empirical Data |
Vapnik, V. |
1982 |
-- |
AI |
ML |
Introduction to mathematical techniques in pattern recognition |
Andrews, H. C. |
1983 |
--- |
AI |
ML |
The mathematical foundations of learning machines |
Nilsson, N.J. |
1990 |
-- |
AI |
ML |
C4.5: programs for machine learning |
Quinlan, J. R. |
1993 |
|
AI |
ML |
Pattern Classification (2nd Edition) |
Duda, R. O., Hart, P. E., and Stork, D. G. |
2000 |
|
AI |
NL |
Aspects of the Theory of Syntax |
Chomsky, N |
1965 |
|
AI |
NL |
Understanding Natural Language |
Winograd, T. |
1972 |
ne |
AI |
NL |
Scripts, Plans, Goals and Understanding: An Enquiry into Human Knowledge Structures |
Schank, R. C., Abelson, R. P. |
1977 |
|
AI |
NL |
Language As a Cognitive Process |
Winograd, T. |
1982 |
--- |
AI |
NL |
The Mental Representation of Grammatical Relations |
Bresnan, J.,ed. |
1982 |
|
AI |
NN |
Embodiments of Mind |
McCulloch, W. S. |
1965 |
--- |
AI |
NN |
Perceptrons: An Introduction to Computational Geometry |
Minsky, M, Papert, S |
1969 |
--- |
AI |
PHIL, SOC |
Computer Power and Human Reason: From Judgment to Calculation |
Weizenbaum, J. |
1976 |
1976 |
AI |
REAS |
Semantic Information Processing |
Minsky, M. L, ed. |
1969 |
1968 |
AI |
REAS |
Problem-Solving Methods in Artificial Intelligence |
Nilsson, N.J. |
1971 |
1971 |
AI |
REAS |
Human Problem Solving |
Newell, A., Simon, H. |
1972 |
--- |
AI |
REAS |
Symbolic Logic and Mechanical Theorem Proving |
Chang, C., and Lee, R.C. |
1973 |
|
AI |
REAS |
Automated theorem proving |
Loveland, D. W. |
1978 |
--- |
AI |
REAS |
Logic for problem-solving |
Kowalski, R. |
1979 |
1979 |
AI |
REAS |
Building expert systems |
Hayes-Roth, F., Waterman, D. A., and Lenat, D.B. |
1983 |
--- |
AI |
REAS |
Rule Based Expert Systems |
Buchanan, B. G. and Shortliffe, E.H. |
1984 |
1985 |
AI |
REAS |
Programming expert systems in OPS5: an introduction to rule-based programming |
Brownston, L., Farrell, R., Kant, E., and Martin, N. |
1985 |
|
AI |
XMISC (BIO) |
Vision: A Computational Investigation into the Human Representation and Processing of Visual Information |
Marr, D. |
1982 |
|
AI |
XMISC (TURINGT) |
Minds and Machines |
Anderson, A.R., ed. |
1964, 1962 |
--- |