DeepState: Selecting Test Suites to Enhance the Robustness of Recurrent Neural Networks.
Zixi LiuYang FengYining YinZhenyu ChenPublished in: ICSE (2022)
Keyphrases
- recurrent neural networks
- test suite
- test cases
- test suite reduction
- neural network
- feed forward
- regression testing
- artificial neural networks
- echo state networks
- feedforward neural networks
- neural model
- complex valued
- reservoir computing
- cascade correlation
- software testing
- static analysis
- java programs
- test case generation
- recurrent networks
- number of test cases
- testing process
- mutation testing
- set of test cases
- data sets
- nonlinear dynamic systems
- model checker
- test sequences
- test data