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