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» Generating Predicate Rules from Neural Networks
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130
Voted
ASC
2004
15 years 1 months ago
Extracting rules from trained neural network using GA for managing E-business
Theabilitytointelligentlycollect,manageandanalyzeinformationaboutcustomersandsellersisakeysourceofcompetitive advantage for an e-business. This ability provides an opportunity to ...
Atta Ebrahim E. ElAlfi, R. Haque, M. Esmel ElAlami
94
Voted
MICAI
2004
Springer
15 years 6 months ago
Applying Genetic and Symbolic Learning Algorithms to Extract Rules from Artificial Neural Networks
Claudia Regina Milaré, Gustavo E. A. P. A. ...
KES
2000
Springer
15 years 4 months ago
Rule extraction from neural networks by interval propagation
Vasile Palade, D.-C. Neagu, G. Puscasu
120
Voted
ICML
1991
IEEE
15 years 4 months ago
Constructive Induction in Knowledge-Based Neural Networks
Artificial neural networks have proven to be a successful, general method for inductive learning from examples. However, they have not often been viewed in terms of constructive ...
Geoffrey G. Towell, Mark Craven, Jude W. Shavlik
96
Voted
AAAI
1990
15 years 2 months ago
Operationality Criteria for Recursive Predicates
Current explanation-based generalization (EBG) techniques can perform badly when the problem being solved involves recursion. Often an infinite series of learned concepts are gene...
Stanley Letovsky