Induction of inference rules for expert systems
type: Item
instance of: scholarly article
title: Induction of inference rules for expert systems
zbMATH Open document ID: 0607.68077
DOI: 10.1016/0165-0114(86)90009-6
author: Brian R. Gaines
author: Mildred L. G. Shaw
published in: Fuzzy Sets and Systems
publication date: 1986-01-01T00:00:00Z
review text: A fuzzy-logical analysis of the structure of inferences in expert systems is presented and cluster-analytic techniques for its representation are discussed. The optimum trade-off determination and hypotheses comparison is done by an information-theoretic measure suggested in the paper. The theoretical conclusions and methods are illustrated by numerical examples.
Mathematics Subject Classification ID: 68T99
Mathematics Subject Classification ID: 62H30
Mathematics Subject Classification ID: 94D05
zbMATH DE Number: 3982561
zbMATH Keywords: knowledge engineering
zbMATH Keywords: probabilistic hypotheses
zbMATH Keywords: inductive data
zbMATH Keywords: fuzzy logic
zbMATH Keywords: repertory grid data
zbMATH Keywords: information-theoretic measure
reviewed by: Milan Mareš
MaRDI profile type: Publication
full work available at URL: 0165-0114(86)90009-6
OpenAlex ID: W1983058960
cites work: Q5668284
cites work: On the analytic formalism of the theory of fuzzy sets
cites work: Decision-Making in a Fuzzy Environment
cites work: Q3938537
cites work: Q5585004
cites work: Foundations of fuzzy reasoning
cites work: Q3875902
cites work: SYSTEM IDENTIFICATION, APPROXIMATION AND COMPLEXITY
cites work: Sequential fuzzy system identification
cites work: Q3942792
cites work: Q3682226
cites work: The role of fuzzy logic in the management of uncertainty in expert systems
Recommended article: Q3992742
Recommended article: Q3700876
Recommended article: An automatic rule induction technique for learning expert systems
Recommended article: Inductive construction of a knowledge base for expert systems
Recommended article: Generating rules for expert systems from observations
Recommended article: Abstract Inference Structures to Support Variable Rule Structures for Expert Systems
Recommended article: Rule-based induction
Recommended article: Q4473971
Recommended article: Q3805951
description: scientific article; zbMATH DE number 3982561