http://22.214.171.124/bin/rdas.dll/RDAS_SVR=portal.acm.org/toc.cfm?id=66617&type= proceeding&coll=portal&dl=ACM&CFID=5761326&CFTOKEN=37499550 A hybrid expert system combining AI techniques with a neural-net Author M. E. Ulug Sponsor SIGART : ACM Special Interest Group on Artificial Intelligence Publisher ACM Press New York, NY, USA Pages: 305 - 309 Series-Proceeding-Article Year of Publication: 1989 ISBN:0-89791-320-5 http://doi.acm.org/10.1145/66617.66654 (Use this link to Bookmark this page) > full text > abstract > references > index terms > peer to peer > Discuss > Similar > Review this Article Save to Binder > BibTex Format FULL TEXT: Access Rules pdf 437 KB ABSTRACT This paper proposes an architecture for hybrid expert systems that combines AI techniques with a neural-net. These interactive hybrid expert systems are more powerful than existing systems because they can have a premise the veracity of which depends on the recognition of an object/curve/pattern.The operation of a hybrid expert system using a neural-net is described. This expert system is intended to be a diagnostic tool in a nuclear energy generation application. The architecture of a special neural-net designed for curve/object recognition is discussed. REFERENCES Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references. 1 Anderson, J a at. (1972); "A Simple Neural Network Generating an Interactive Memory," Mathematical Biosciences 14:197-220. 2 Anderson, J.A., J.W. Silverstein, S.A. Ritz, and R.S. Jones (1977); "Distinctive Features, Categorical Perception, and Probability Learning: Some Applications of a Neural Model," Psychological Review 84:413-451. 3 Buchanan, B.G., and E.A. Feigenbaum (1978); "Dendral and Meta-Dendral," Artificial Intelligence 11,. 4 Hebb, D.O. (1949); The Organization of Behavior, New York: Wiley. 5 Kohonen, T. (1972); "Correlation Matrix Memories," iEEE Transactions on Computers C-21:353-359. 6 Lashley, K.S.(1950); "In Search of the Engram," Society of Experimental Biology Symposium No. 4: Psychological Mechanisms in Animal Behavior (478-505), London: Cambridge University Press. 7 Rosenblatt, F. (1958); "The Perceptron: a Probabilistic Model for Information Storage and Organization in the Brain," Psychological Review 65:386--408. 8 Rumelhart, D.E., and J.L. McClelland (1986a); Parallel Distributed Processin~ Cambridge: The MIT Press; Chap. 11, G.O. Stone. 9 Rumelhart, D.E., and J.L. McClelland (1986b); Parallel Distributed Processing Cambridge: The MIT Press; Chap. 8, D.E. Rumelhart et al. 10 Ulug, M.E. (1987); "A Real-Time AI System for Military Communications,'' Proc. Third IEEE Conference on Artificial Intelligence Applications, Orlando, Florida. 11 Ulug, M.E. (1988); "A Quantitative Model-Based Expert System for LAN Development," Ptoc. IEEE Phoenix Conference on Computers and Communications, Phoenix, Arizona. 12 M. E. Ulug , M. R. Blaha, A database I/O server with a learning expert system, Information Sciences: an International Journal, v.48 n.1, p.53-74, Jun. 1989 13 Widrow, B., and M.E. Hoff (1960); "Adaptive Switching Circuits,'' 1960 IRE WESCON Convention Record, New York: IRE, 96-104. INDEX TERMS Primary Classification: K. Computing Milieux K.6 MANAGEMENT OF COMPUTING AND INFORMATION SYSTEMS K.6.3 Software Management Subjects: Software development Additional Classification: I. Computing Methodologies I.2 ARTIFICIAL INTELLIGENCE I.2.1 Applications and Expert Systems Subjects: Industrial automation I.2.4 Knowledge Representation Formalisms and Methods Subjects: Representations (procedural and rule-based) I.2.6 Learning Subjects: Induction J. Computer Applications J.7 COMPUTERS IN OTHER SYSTEMS Subjects: Process control General Terms: Design, Management, Theory Peer to Peer - Readers of this Article have also read: Editorial pointers Communications of the ACM 44, 9 Diane Crawford News track Communications of the ACM 44, 9 Robert Fox Forum Communications of the ACM 44, 9 Diane Crawford New Products Linux Journal 1996, 27es CORPORATE Linux Journal Staff Editorial interactions 8, 5 Steven Pemberton The ACM Portal is published by the Association for Computing Machinery. Copyright © 2002 ACM, Inc.