A clustering comparison measure using density profiles and its application to the discovery of alternate clusterings.
Eric BaeJames BaileyGuozhu DongPublished in: Data Min. Knowl. Discov. (2010)
Keyphrases
- clustering algorithm
- k means
- hierarchical clustering
- data clustering
- cluster analysis
- clustering method
- dissimilarity measure
- alternative clusterings
- consensus clustering
- data points
- density based clustering algorithm
- spectral clustering
- knowledge discovery
- dense regions
- similarity measure
- unsupervised learning
- quality measures
- combining multiple clusterings
- arbitrary shape
- cluster ensemble
- clustering quality
- rand index
- proximity measures
- clustering ensemble
- fuzzy c means
- information theoretic
- discovery process
- clustering analysis
- exploratory analysis
- cluster centers
- data mining
- ensemble clustering
- self organizing maps
- distance measure