Applying Genetic and Symbolic Learning Algorithms to Extract Rules from Artificial Neural Networks.
Claudia Regina MilaréGustavo E. A. P. A. BatistaAndré Carlos Ponce de Leon Ferreira de CarvalhoMaria Carolina MonardPublished in: MICAI (2004)
Keyphrases
- artificial neural networks
- learning algorithm
- symbolic knowledge
- back propagation
- genetic algorithm
- neural network
- inductive learning algorithms
- machine learning
- training data
- machine learning algorithms
- association rules
- data sets
- learning process
- high level
- artificial intelligence
- association rule mining
- classification rules
- learning tasks
- rule sets
- using artificial neural networks
- supervised learning
- computational intelligence
- active learning
- production rules
- activation function
- learning rules
- feed forward neural networks
- efficient learning