Training neural networks with classification rules for incorporating domain knowledge.
Wenyu ZhangFayao LiuCuong Manh NguyenZhong Liang Ou YangSavitha RamasamyChuan-Sheng FooPublished in: Knowl. Based Syst. (2024)
Keyphrases
- classification rules
- domain knowledge
- neural network
- rule extraction
- training process
- predictive accuracy
- genetic programming
- decision trees
- nearest neighbor
- association rules
- human experts
- classification algorithm
- pattern recognition
- rule sets
- fuzzy rules
- rule discovery
- associative classification
- medical data sets
- genetic algorithm
- fuzzy logic
- artificial neural networks
- training set
- decision tree algorithm
- training samples
- training examples
- subgroup discovery
- fuzzy decision trees
- associative classifiers
- supervised learning
- action rules
- ant miner
- back propagation
- machine learning
- data mining
- data analysis
- data sets
- reinforcement learning
- pairwise
- knowledge discovery
- domain experts
- k nearest neighbor