A partitional clustering algorithm validated by a clustering tendency index based on graph theory.
Helena Brás SilvaPaula BritoJoaquim Pinto da CostaPublished in: Pattern Recognit. (2006)
Keyphrases
- clustering algorithm
- graph theory
- k means
- clustering method
- graph theoretic
- clustering quality
- graph theoretical
- document clustering
- clustering approaches
- cluster analysis
- data clustering
- automata theory
- fuzzy c means
- computer vision and pattern recognition
- partitional clustering
- social network analysis
- complex networks
- text clustering
- overlapping clusters
- clustering framework
- cluster validity index
- graph based representations
- clustering result
- clustering analysis
- hierarchical clustering
- spectral clustering
- fuzzy clustering
- maximal cliques
- categorical data
- maximum independent set
- hierarchical agglomerative
- combinatorial optimization
- density based clustering
- cluster validation
- high dimensional data
- particle swarm optimization
- hierarchical clustering algorithm
- multi objective
- clustering ensemble
- search algorithm