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Abstract: This paper introduces a novel architecture for expert systems performing diagnostic problem-solving. The architecture is called "categorization-based" because problems are solved by relating them to relevant categories of known cases using deep knowledge about the application domain. The effectiveness of the architecture has been validated by an implemented expert system called CHATKB, which does troubleshooting for users of IBM computer-aided VLSI design tools. Experiments show that CHATKB... (Update)
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BibTeX entry: (Update)
Amir Hekmatpour and Charles Elkan. Categorization-based diagnostic problem solving in the VLSI design domain. In Proceedings of the IEEE International Conference on Artificial Intelligence for Applications, pages 121--127, March 1993. http://citeseer.ist.psu.edu/hekmatpour93categorizationbased.html More
@inproceedings{ hekmatpourcategorizationbased,
author = "A. Hekmatpour and C. Elkan",
title = "Categorization-Based Diagnostic Problem Solving in the {VLSI} Design Domain",
pages = "121--127",
url = "citeseer.ist.psu.edu/hekmatpour93categorizationbased.html" }
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