Toward reliable machine learning with Congruity: a quality measure based on formal concept analysis.
Carmen De MaioGiuseppe FenzaMariacristina GalloVincenzo LoiaClaudio StanzionePublished in: Neural Comput. Appl. (2023)
Keyphrases
- formal concept analysis
- quality measures
- machine learning
- concept lattice
- conceptual clustering
- knowledge discovery
- formal concepts
- galois lattices
- data mining
- binary data
- hierarchical structure
- pattern recognition
- learning algorithm
- data analysis
- active learning
- decision trees
- association rules
- feature selection
- formal contexts
- data structure