DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs.
Jialun CaoMeiziniu LiXiao ChenMing WenYongqiang TianBo WuShing-Chi CheungPublished in: ICSE (2022)
Keyphrases
- fault diagnosis
- deep learning
- unsupervised learning
- expert systems
- neural network
- fault detection
- operating conditions
- machine learning
- unsupervised feature learning
- rbf neural network
- electronic equipment
- multiple faults
- fuzzy logic
- bp neural network
- rotating machinery
- chemical process
- condition monitoring
- fault detection and diagnosis
- gas turbine
- power transformers
- power plant
- multi sensor information fusion
- weakly supervised
- object recognition
- mental models
- monitoring and fault diagnosis
- analog circuits
- decision support system
- data fusion
- pattern recognition
- information fusion