KnAC: an approach for enhancing cluster analysis with background knowledge and explanations.
Szymon BobekMichal KukJakub BrzegowskiEdyta BrzychczyGrzegorz J. NalepaPublished in: Appl. Intell. (2023)
Keyphrases
- background knowledge
- cluster analysis
- domain theory
- inductive logic programming
- domain knowledge
- categorical data
- k means
- logic programs
- clustering method
- hierarchical latent class models
- cluster validity
- clustering algorithm
- data analysis
- unsupervised learning
- data mining
- semantic information
- prior knowledge
- fuzzy c means
- data mining techniques
- document clustering
- knowledge base
- semi supervised clustering
- labeled data
- database
- training data
- data sets