Integration of neural networks and expert systems for process fault diagnosis

Authors:
Warren R. Becraft;Peter L. Lee;Robert B. Newell
Affiliations:
Computer Aided Process Engineering Research Group, Department of Chemical Engineering, University of Queensland, St. Lucia, Queensland, Australia;Computer Aided Process Engineering Research Group, Department of Chemical Engineering, University of Queensland, St. Lucia, Queensland, Australia;Computer Aided Process Engineering Research Group, Department of Chemical Engineering, University of Queensland, St. Lucia, Queensland, Australia
Venue:
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Year:
1991

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Abstract

This paper describes the application of explanation-based learning, a machine learning technique, to the SRI Core Language Engine, a large scale general purpose natural language analysis system. The idea is to bypass normal morphological, syntactic and ...