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Similarity-based reasoning about diagnosis of analog circuits

Published: 03 June 1988 Publication History

Abstract

This paper advocates the use of similarity-based reasoning to improve the efficacy of AI applications dealing with diagnosis of electronic circuits. A paradigm for similarity-based matching is presented, application of this paradigm to diagnosis of electronic circuits is discussed, and a system architecture that supports this concept is described.

References

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Chandrasekaran B, and Milne R. "Reasoning about structure, behavior and function." SIGART Newsletter, no. 93, pp. 4-59, July 1985.
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Fink P.K., Lusth J.C. "Expert Systems and Diagnosis Expertise in the Mechanical and Electrical domains." IEEE Transactions on Systems, Man and Cybernetics, vol SMC-17, No. 3, May/June 1987.
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Hoffman M., Vargas J.E., Collins G.C., Bourn J.R., Brodersen A. "A Paradigm for Building Diagnostic Expert Systems by Specializing Generic Device and Reasoning Models." This issue.
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Kandell, A. Fuzzy Techniques in Pattern Recognition., John Wiley and Sons, New York, 1982.
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Kruskal J. "Multidimensional Scaling." Myron Wish. Press, Beverly Hills, Ca., 1978.
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Milne, Robert. "Strategies for Diagnosis." IEEE Transactions on Systems, Man and Cybernetics, vol SMC-17, No. 3, May/June 1987.
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R. Milne, "Fault diagnosis through responsibility.", Proc. 9th Int. Joint Conf. Artificial Intelligence., Los Angeles, CA, 1985.
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Nesbit, J. C. "The Accuracy of Approximate String Matching Algorithms." Journal of Computer-based Instruction, Vol. 13, No. 3, pp. 80-83, 1986.
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Tversky Amos, "Features of Similarity." Psychological Review, July 1977

Cited By

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  • (2004)Applying case based reasoning approach in analyzing organizational change management dataProceedings of the 4th international conference on Advances in Data Mining: applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications10.1007/978-3-540-30185-1_2(11-22)Online publication date: 4-Jul-2004
  • (1993)Scale-guided object matching for case-based reasoningJournal of Intelligent & Robotic Systems10.1007/BF012582107:1(15-29)Online publication date: Feb-1993

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Published In

cover image ACM Conferences
IEA/AIE '88: Proceedings of the 1st international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 1
June 1988
636 pages
ISBN:0897912713
DOI:10.1145/51909
  • Editor:
  • Moonis Ali
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 03 June 1988

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View all
  • (2004)Applying case based reasoning approach in analyzing organizational change management dataProceedings of the 4th international conference on Advances in Data Mining: applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications10.1007/978-3-540-30185-1_2(11-22)Online publication date: 4-Jul-2004
  • (1993)Scale-guided object matching for case-based reasoningJournal of Intelligent & Robotic Systems10.1007/BF012582107:1(15-29)Online publication date: Feb-1993

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