Survey and critique of techniques for extracting rules from trained artificial neural networks.
Robert AndrewsJoachim DiederichAlan B. TicklePublished in: Knowl. Based Syst. (1995)
Keyphrases
- artificial neural networks
- trained neural networks
- multilayer perceptron
- neural network
- rule sets
- learning rules
- multi layer perceptron
- association rules
- rule extraction
- rule induction
- neural network model
- multi layered perceptron
- application of artificial neural networks
- hidden units
- using artificial neural networks
- classification rules
- training set
- data collection
- computational intelligence
- feed forward back propagation
- genetic algorithm
- auto associative
- genetic programming
- back propagation
- logic programs
- human experts
- feed forward neural networks
- knowledge discovery
- automatically extracting
- business rules
- hidden layer
- training data
- elman network
- data sets
- radial basis function