Clustering with Same-Cluster Queries.
Hassan AshtianiShrinu KushagraShai Ben-DavidPublished in: CoRR (2016)
Keyphrases
- clustering algorithm
- data clustering
- data objects
- hierarchical clustering
- cluster analysis
- web snippets
- clustering method
- inter cluster
- cluster centers
- overlapping clusters
- intra cluster
- k means
- unsupervised clustering
- clustering framework
- constrained clustering
- data points
- clustering approaches
- disjoint clusters
- query language
- cluster membership
- range queries
- evolutionary clustering
- clustering procedure
- clustering result
- database queries
- supervised clustering
- web search engines
- returned by a search engine
- agglomerative hierarchical clustering
- density based clustering
- hierarchical clustering algorithm
- search result clustering
- density based clustering algorithm
- validity measures
- query evaluation
- clustering analysis
- response time
- subspace clustering
- query processing
- retrieval systems
- unsupervised learning
- homogeneous groups
- fuzzy clustering
- clustering scheme
- model based clustering
- clustering quality
- similar objects
- database
- web search
- user queries
- cluster structure
- hierarchical agglomerative clustering
- cluster validation
- spectral clustering
- query logs
- cluster validity
- meaningful clusters
- rough k means
- data sources
- semi supervised clustering