Obtaining better quality final clustering by merging a collection of clusterings.
Selim MimarogluErtunc ErdilPublished in: Bioinform. (2010)
Keyphrases
- clustering algorithm
- clustering quality
- k means
- hierarchical clustering
- data clustering
- cluster analysis
- clustering method
- spectral clustering
- alternative clusterings
- data points
- multiple clusterings
- clustering result
- document clustering
- agglomerative clustering
- quality measures
- text clustering
- higher quality
- high quality
- text collections
- unsupervised learning
- consensus clustering
- data mining
- data sets
- document collections
- cluster ensemble
- merging algorithm
- self organizing maps
- clustering solutions
- fuzzy c means
- ensemble clustering
- hierarchical clustering algorithm
- clustering ensemble
- constrained clustering
- graph theoretic
- distance metric
- anomaly detection
- neural network