Consensus-Based Ensembles of Soft Clusterings.
Kunal PuneraJoydeep GhoshPublished in: Appl. Artif. Intell. (2008)
Keyphrases
- consensus clustering
- cluster ensemble
- ensemble methods
- ensemble selection
- clustering ensemble
- ensemble members
- combining multiple
- random forests
- hierarchical clustering
- clustering algorithm
- decision trees
- ensemble learning
- k means
- rand index
- cluster analysis
- data clustering
- machine learning methods
- prediction accuracy
- ensemble clustering
- data sets
- directed networks
- base classifiers
- machine learning
- imbalanced data
- classifier ensemble
- text clustering
- hard constraints
- random forest
- benchmark datasets
- data points
- multiple clusterings
- database
- neural network ensembles
- alternative clusterings