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Extracting Rules from Composite Neural Networks for Medical Diagnostic Problems

โœ Scribed by Mu-Chun Su; Hsiao-Te Chang


Book ID
110278587
Publisher
Springer US
Year
1998
Tongue
English
Weight
68 KB
Volume
8
Category
Article
ISSN
1370-4621

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DIAGNOSTIC RULE EXTRACTION FROM TRAINED
โœ YIMIN FAN; C.JAMES LI ๐Ÿ“‚ Article ๐Ÿ“… 2002 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 272 KB

This paper describes a method of extracting diagnostic rules from trained diagnostic feedforward neural nets that are constructed to recognise di!erent mechanical faults using automated weight and structure learning algorithms. The rule extracting method is based on an interpretation that considers