Fuzzy rule automation from data using mass assignment theory

The Fril language contains a data browser which can automatically determine the appropriate fuzzy rules from a database to answer a query. We consider in this paper rules of the form-head: most of weighted features in body satisfied where the features in the body of the rule take the form; feature i...

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Bibliographic Details
Main Author: Baldwin, J.F.
Format: Conference Proceeding
Language:English
Subjects:
Automation
Data engineering
Engineering management
Equations
Fuzzy control
Fuzzy set theory
Fuzzy sets
Mathematics
Probability distribution
Spatial databases
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Summary:The Fril language contains a data browser which can automatically determine the appropriate fuzzy rules from a database to answer a query. We consider in this paper rules of the form-head: most of weighted features in body satisfied where the features in the body of the rule take the form; feature is fi where fi is a fuzzy set defined on the space for feature i. We show how to obtain both the fuzzy sets and the weights automatically from the database.< >
DOI:10.1109/FUZZY.1995.409936