Database Paper Browser

Back to papers

Clustering by Pattern Similarity in Large Data Sets

Summary: pCluster: pattern-based similarity; clustering by coherent patterns on a subset of dimensions, not by value proximity. Applies to gene expression and collaborative filtering; shows an efficient algorithm with real and synthetic data demonstrations. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3367
Venue
SIGMOD
Year
2002
Pagerank
5.8955574e-05
Overall Rank
4,818 | 66.52%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank Citing Paper Year Venue Pagerank
4,125 Computing Clusters of Correlation Connected Objects 2004 SIGMOD 6.4248096e-05
4,357 triCluster: An Effective Algorithm for Mining Coherent Clusters in 3D Microarray Data 2005 SIGMOD 6.251058e-05
7,400 Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation 2024 VLDB 4.7352383e-05
12,417 Detecting Clusters in Moderate-to-High Dimensional Data: Subspace Clustering, Pattern-based Clustering, and Correlation Clustering 2008 VLDB 4.1905499e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
27 Efficient and Effective Clustering Methods for Spatial Data Mining 1994 VLDB 0.00080846213
33 BIRCH: An Efficient Data Clustering Method for Very Large Databases 1996 SIGMOD 0.00077399244
277 Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications 1998 SIGMOD 0.00029356968
1,596 Fast Algorithms for Projected Clustering 1999 SIGMOD 0.00011210688
1,599 Semantic Compression and Pattern Extraction with Fascicles 1999 VLDB 0.00011203327
2,023 Finding Generalized Projected Clusters in High Dimensional Spaces 2000 SIGMOD 9.7586371e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
4,096 Finding Near Neighbors Through Cluster Pruning 2007 PODS 6.4506806e-05
7,521 Efficient and Tunable Similar Set Retrieval 2001 SIGMOD 4.7135369e-05
1,341 Clustering Categorical Data: An Approach Based on Dynamical Systems 1998 VLDB 0.00012486936
12,417 Detecting Clusters in Moderate-to-High Dimensional Data: Subspace Clustering, Pattern-based Clustering, and Correlation Clustering 2008 VLDB 4.1905499e-05
13,940 Clustering Methods for Large Databases: From the Past to the Future 1999 SIGMOD -
4,125 Computing Clusters of Correlation Connected Objects 2004 SIGMOD 6.4248096e-05
2,023 Finding Generalized Projected Clusters in High Dimensional Spaces 2000 SIGMOD 9.7586371e-05
1,596 Fast Algorithms for Projected Clustering 1999 SIGMOD 0.00011210688
313 Graph Clustering Based on Structural/Attribute Similarities 2009 VLDB 0.0002809849
8,473 Evaluating Clustering in Subspace Projections of High Dimensional Data 2009 VLDB 4.4985288e-05