CURLER: Finding and Visualizing Nonlinear Correlation Clusters
Summary: CURLER finds and visualizes nonlinear correlation clusters in subspaces of high-dimensional data. It defines co-sharing level to fuse clusters by proximity and orientation, enabling merging of nonlinear clusters and visualization. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Anthony K. H. Tung
- 2. Xin Xu
- 3. Beng Chin Ooi
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,760 | Outlier-robust Clustering using Independent Components | 2008 | SIGMOD | 5.3382727e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 270 | OPTICS: Ordering Points To Identify the Clustering Structure | 1999 | SIGMOD | 0.00029505642 |
| 277 | Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications | 1998 | SIGMOD | 0.00029311426 |
| 1,595 | Fast Algorithms for Projected Clustering | 1999 | SIGMOD | 0.00011222442 |
| 2,019 | Finding Generalized Projected Clusters in High Dimensional Spaces | 2000 | SIGMOD | 9.7707059e-05 |
| 3,376 | A Monte Carlo Algorithm for Fast Projective Clustering | 2002 | SIGMOD | 7.1630476e-05 |
| 3,475 | Optimal Grid-Clustering: Towards Breaking the Curse of Dimensionality in High-Dimensional Clustering | 1999 | VLDB | 7.0614822e-05 |
| 4,162 | Computing Clusters of Correlation Connected Objects | 2004 | SIGMOD | 6.3937203e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,215 | Correlation Joins over Time Series Data Streams Utilizing Complementary Dimension Reduction and Transformation | 2023 | SIGMOD | 4.1945683e-05 |
| 3,824 | Correlation Sketches for Approximate Join-Correlation Queries | 2021 | SIGMOD | 6.7260705e-05 |
| 2,019 | Finding Generalized Projected Clusters in High Dimensional Spaces | 2000 | SIGMOD | 9.7707059e-05 |
| 4,817 | Clustering by Pattern Similarity in Large Data Sets | 2002 | SIGMOD | 5.8987807e-05 |
| 6,671 | Discovering Longest-lasting Correlation in Sequence Databases | 2013 | VLDB | 4.9669225e-05 |
| 341 | CURE: An Efficient Clustering Algorithm for Large Databases | 1998 | SIGMOD | 0.00026810548 |
| 12,379 | Constrained Locally Weighted Clustering | 2008 | VLDB | 4.1945683e-05 |
| 8,685 | NLC: Search Correlated Window Pairs on Long Time Series | 2022 | VLDB | 4.4675898e-05 |
| 8,755 | Multivariate Correlations Discovery in Static and Streaming Data | 2022 | VLDB | 4.456315e-05 |
| 4,162 | Computing Clusters of Correlation Connected Objects | 2004 | SIGMOD | 6.3937203e-05 |