Extracting boolean and probabilistic rules from trained neural networks.
Pengyu LiuAvraham A. MelkmanTatsuya AkutsuPublished in: Neural Networks (2020)
Keyphrases
- trained neural networks
- rule extraction
- neural network
- neural learning
- linguistic rules
- artificial neural networks
- trained neural network
- rough set theory
- rough sets
- association rules
- black box
- bayesian networks
- multi layered
- probabilistic model
- classification rules
- fuzzy rules
- rule base
- multilayer perceptron
- function approximation
- context dependent
- activation function
- decision rules
- back propagation
- pattern recognition