Input significance analysis: feature ranking through synaptic weights manipulation for ANNS-based classifiers
Due to the ANNs architecture, the ISA methods that can manipulate synaptic weights selected are Connection Weights (CW) and Garson’s Algorithm (GA). The ANNs-based classifiers that can provide such manipulation are Multi Layer Perceptron (MLP) and Evolving Fuzzy Neural Networks (EFuNNs). The goals f...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
University of El Oued
2017
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/61236/ http://irep.iium.edu.my/61236/ http://irep.iium.edu.my/61236/ http://irep.iium.edu.my/61236/1/2945-7342-1-PB.pdf |