Impact of Base Partitions on Multi-objective and Traditional Ensemble Clustering Algorithms.
Jane PiantoniKatti FaceliTiemi C. SakataJulio C. PereiraMarcílio Carlos Pereira de SoutoPublished in: ICONIP (1) (2015)
Keyphrases
- multi objective
- clustering algorithm
- clustering ensemble
- cluster ensemble
- evolutionary algorithm
- consensus clustering
- multi objective optimization
- optimization algorithm
- k means
- particle swarm optimization
- multiple objectives
- ensemble methods
- fuzzy c means
- nsga ii
- genetic algorithm
- objective function
- ensemble learning
- multiobjective optimization
- clustering validity
- multi objective optimization problems
- cluster analysis
- document clustering
- conflicting objectives
- data clustering
- hierarchical clustering algorithm
- fuzzy clustering
- optimum design
- clustering solutions
- base classifiers
- overlapping clusters
- density based clustering
- text clustering
- pareto optimal
- random forest
- clustering framework
- multi objective evolutionary algorithms
- unsupervised clustering
- bi objective
- combining multiple