Evaluating the Quality of Clustering Algorithms Using Cluster Path Lengths.
Faraz ZaidiDaniel ArchambaultGuy MelançonPublished in: ICDM (2010)
Keyphrases
- clustering algorithm
- path length
- clustering quality
- data clustering
- cluster analysis
- overlapping clusters
- evolutionary clustering
- clustering framework
- constrained clustering
- shortest path
- hierarchical clustering
- unsupervised clustering
- k means
- overlapping clustering
- agglomerative hierarchical clustering
- density based clustering
- clustering approaches
- arbitrary shape
- clustering result
- spectral clustering
- clustering scheme
- document clustering
- data mining
- cluster centers
- subspace clustering
- fuzzy c means
- quantitative measures
- microarray data
- meaningful clusters
- clustering method