A Cluster-Oriented Genetic Algorithm for Alternative Clustering.
Duy Tin TruongRoberto BattitiPublished in: ICDM (2012)
Keyphrases
- clustering algorithm
- genetic algorithm
- data clustering
- clustering method
- cluster analysis
- hierarchical clustering
- k means
- clustering framework
- clustering procedure
- cluster membership
- unsupervised clustering
- clustering approaches
- intra cluster
- overlapping clusters
- inter cluster
- disjoint clusters
- clustering result
- cluster validation
- data points
- clustering analysis
- hierarchical clustering algorithm
- constrained clustering
- cluster centers
- multi objective
- evolutionary clustering
- spectral clustering
- instance level constraints
- cluster validity
- agglomerative hierarchical clustering
- unsupervised learning
- validity measures
- clustering scheme
- categorical data
- supervised clustering
- data objects
- rough k means
- fuzzy clustering
- model based clustering
- arbitrary shape
- density based clustering algorithm
- subspace clustering
- clustering quality
- run length smoothing algorithm
- particle swarm optimization
- neighborhood information
- fitness function
- document clustering
- fuzzy logic
- simulated annealing
- cluster labels
- dense regions
- web sessions
- cluster structure
- artificial neural networks
- alternative clusterings
- similar objects