Clustering Ensemble Method for Heterogeneous Partitions.
Sandro Vega-PonsJosé Ruiz-ShulcloperPublished in: CIARP (2009)
Keyphrases
- ensemble methods
- cluster ensemble
- clustering algorithm
- k means
- prediction accuracy
- machine learning methods
- decision trees
- random forests
- ensemble learning
- benchmark datasets
- generalization ability
- data clustering
- clustering ensemble
- combining multiple
- base classifiers
- consensus clustering
- random forest
- hierarchical clustering
- clustering method
- machine learning
- base learners
- classifier ensemble
- data sets
- rotation forest
- gene expression profiles
- drifting concepts
- clustering quality
- feature extraction
- neural network
- text clustering
- feature subset
- multilabel classification
- ensemble members
- data mining