Decentralized K-Means Using Randomized Gossip Protocols for Clustering Large Datasets.
Jérôme FellusDavid PicardPhilippe Henri GosselinPublished in: ICDM Workshops (2013)
Keyphrases
- k means
- clustering approaches
- clustering algorithm
- clustering method
- data clustering
- spectral clustering
- cluster analysis
- hierarchical clustering
- document clustering
- self organizing maps
- unsupervised clustering
- rough k means
- fuzzy k means
- fuzzy c means
- clustering framework
- cluster centers
- text clustering
- cooperative
- clustering quality
- clustering analysis
- peer to peer
- instance level constraints
- partitional clustering
- high dimensional datasets
- multi agent
- distributed systems
- constrained clustering
- clustering result
- fuzzy clustering algorithm
- agglomerative hierarchical clustering
- clustering solutions
- normalized cut
- decision trees
- feature space
- high dimensional
- text mining
- benchmark datasets
- data sets