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An incremental learning system for imprecise and uncertain knowledge discovery.

Authors :
Maddouri, M.
Elloumi, S.
Jaoua, A.
Source :
Information Sciences. Aug98, Vol. 109 Issue 1-4, p149. 16p. 5 Diagrams, 1 Graph.
Publication Year :
1998

Abstract

Introduces the Fuzzy Incremental Production Rule (FIPR) based method for imprecise and uncertain knowledge acquisition. Mathematical and heuristic basics of the FIPR method; Information on the knowledge discovery process and the inference engine of the FIPR method; Discussion on the benefits of the method; Comparative analysis of the precision, complexity and knowledge representation formalisms of the FIPR machine learning method.

Details

Language :
English
ISSN :
00200255
Volume :
109
Issue :
1-4
Database :
Academic Search Index
Journal :
Information Sciences
Publication Type :
Periodical
Accession number :
1048092
Full Text :
https://doi.org/10.1016/S0020-0255(98)00015-2