Rule-Based Explanations of Machine Learning Classifiers Using Knowledge Graphs.
Orfeas Menis-MastromichalakisEdmund DervakosAlexandros ChortarasGiorgos StamouPublished in: AAAI Spring Symposia (2024)
Keyphrases
- machine learning
- decision trees
- knowledge acquisition
- learning systems
- training data
- domain knowledge
- machine learning methods
- expert systems
- knowledge representation
- feature selection
- knowledge base
- machine learning approaches
- machine learning algorithms
- knowledge discovery
- knowledge sharing
- support vector machine
- knowledge management
- graph theory
- information extraction
- supervised learning
- natural language processing
- supervised classification
- knowledge based systems
- pattern recognition
- svm classifier
- artificial intelligence
- knowledge engineering
- classification models
- learning classifier systems
- kernel methods
- classifier combination
- domain experts
- test set
- semi supervised learning
- data mining techniques
- text mining
- training set
- computer vision
- learning algorithm