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Extracting Rules From Neural Networks as Decision Diagrams

✍ Scribed by Chorowski, J.; Zurada, J. M.


Book ID
115539594
Publisher
IEEE
Year
2011
Tongue
English
Weight
734 KB
Volume
22
Category
Article
ISSN
1045-9227

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DIAGNOSTIC RULE EXTRACTION FROM TRAINED
✍ YIMIN FAN; C.JAMES LI πŸ“‚ Article πŸ“… 2002 πŸ› Elsevier Science 🌐 English βš– 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