Extracting automata from neural networks using active learning.
Zhiwu XuCheng WenShengchao QinMengda HePublished in: PeerJ Comput. Sci. (2021)
Keyphrases
- active learning
- neural network
- pattern recognition
- fuzzy logic
- finite state
- learning algorithm
- learning strategies
- back propagation
- labeled data
- neural network model
- feed forward
- multilayer perceptron
- recurrent neural networks
- finite automata
- supervised learning
- relevance feedback
- semi supervised
- artificial neural networks
- pool based active learning
- genetic algorithm
- machine learning
- activation function
- random sampling
- semi supervised learning
- selective sampling
- cellular automata
- training examples
- probabilistic automata
- active learning strategies
- imbalanced data classification
- fault diagnosis
- experimental design
- fuzzy systems
- multi layer
- associative memory
- cost sensitive
- transfer learning
- learning process
- training set
- decision trees
- data mining