ConiVAT: Cluster Tendency Assessment and Clustering with Partial Background Knowledge.
Punit RathoreJames C. BezdekPaolo SantiCarlo RattiPublished in: CoRR (2020)
Keyphrases
- background knowledge
- semi supervised clustering
- clustering algorithm
- text clustering
- data clustering
- cluster analysis
- inductive logic programming
- hierarchical clustering
- domain knowledge
- data points
- unsupervised clustering
- k means
- clustering method
- logic programs
- prior knowledge
- clustering quality
- labeled data
- intra cluster
- cluster centers
- knowledge base
- unsupervised learning
- semantic information
- additional knowledge
- domain theory
- outlier detection
- high dimensional data
- document clustering
- world knowledge
- spectral clustering
- knn
- representation language
- learned rules
- reference set
- distance metric
- nonnegative matrix factorization
- metric learning
- data objects
- data sets
- logic programming
- information extraction
- feature space
- machine learning
- data mining