Heterogeneous Clustering Ensemble Method for Combining Different Cluster Results.
Hye-Sung YoonSun-Young AhnSang-Ho LeeSung-Bum ChoJu Han KimPublished in: BioDM (2006)
Keyphrases
- ensemble methods
- cluster ensemble
- clustering algorithm
- hierarchical clustering
- data clustering
- combining multiple
- cluster analysis
- prediction accuracy
- k means
- ensemble learning
- random forest
- decision trees
- clustering method
- data points
- rotation forest
- random forests
- generalization ability
- cluster centers
- machine learning methods
- benchmark datasets
- clustering quality
- base classifiers
- consensus clustering
- multilabel classification
- subspace clustering
- classifier ensemble
- subspace methods
- ensemble members
- data sets