Agglomerative Constrained Clustering Through Similarity and Distance Recalculation.
Germán González-AlmagroJuan-Luis SuárezJulián LuengoJosé Ramón CanoSalvador GarcíaPublished in: HAIS (2020)
Keyphrases
- constrained clustering
- clustering algorithm
- clustering method
- hierarchical clustering
- distance measure
- distance function
- euclidean distance
- similarity measure
- constrained spectral clustering
- duplicate detection
- distance metric
- semi supervised
- spectral clustering
- instance level constraints
- k means
- similarity function
- clustering quality
- similarity matrix
- cluster ensemble
- clustering solutions
- data clustering
- knn
- pair wise constraints
- prediction accuracy
- image segmentation
- machine learning