An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks.
Qinglong WangKaixuan ZhangAlexander G. Ororbia IIXinyu XingXue LiuC. Lee GilesPublished in: Neural Comput. (2018)
Keyphrases
- recurrent neural networks
- rule extraction
- neural network
- rough sets
- black box
- feed forward
- fuzzy rules
- rough set theory
- recurrent networks
- classification rules
- artificial neural networks
- reservoir computing
- association rules
- echo state networks
- trained neural networks
- feature selection
- rule sets
- decision rules
- rough fuzzy
- knowledge discovery
- rule induction
- neural model
- back propagation
- nonlinear dynamic systems
- pattern recognition
- databases
- software effort
- decision trees
- expert systems
- neural network model