Detecting Change in Data Streams
Summary: Novel, distribution-free change detection and estimation for data streams under independence. Provides statistical guarantees, descriptive quantification of changes, and applicability to both discrete and continuous data, with empirical validation. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Daniel Kifer
- 2. Shai Ben-David
- 3. Johannes Gehrke
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,664 | On Multi-Column Foreign Key Discovery | 2010 | VLDB | 0.00010976887 |
| 6,797 | Raising the ClaSS of Streaming Time Series Segmentation | 2024 | VLDB | 4.9241565e-05 |
| 6,879 | Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data | 2023 | SIGMOD | 4.8971368e-05 |
| 7,202 | Conformance Constraint Discovery: Measuring Trust in Data-Driven Systems | 2021 | SIGMOD | 4.8023314e-05 |
| 11,233 | An Experimental Evaluation of Process Concept Drift Detection | 2023 | VLDB | 4.1945683e-05 |
| 11,500 | Comprehensible Counterfactual Explanation on Kolmogorov-Smirnov Test | 2021 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 43 | Models and Issues in Data Stream Systems | 2002 | PODS | 0.00072723062 |
| 662 | A Framework for Clustering Evolving Data Streams | 2003 | VLDB | 0.00018475968 |
| 728 | Meaningful Change Detection in Structured Data | 1997 | SIGMOD | 0.00017494982 |
| 3,894 | Mining surprising patterns using temporal description length | 1998 | VLDB | 6.6583221e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 662 | A Framework for Clustering Evolving Data Streams | 2003 | VLDB | 0.00018475968 |
| 5,984 | Streaming Anomaly Detection Using Randomized Matrix Sketching | 2016 | VLDB | 5.244512e-05 |
| 4,905 | Randomized Error Removal for Online Spread Estimation in Data Streaming | 2021 | VLDB | 5.8398332e-05 |
| 619 | On Computing Correlated Aggregates Over Continual Data Streams | 2001 | SIGMOD | 0.00019066583 |
| 11,823 | Variability in Data Streams | 2016 | PODS | 4.1945683e-05 |
| 8,320 | Effective Change Detection Using Sampling | 2002 | VLDB | 4.5435639e-05 |
| 3,385 | Estimating Statistical Aggregates on Probabilistic Data Streams | 2007 | PODS | 7.1580391e-05 |
| 6,706 | A Framework for Diagnosing Changes in Evolving Data Streams | 2003 | SIGMOD | 4.9543915e-05 |
| 12,108 | Space-Efficient Estimation of Statistics over Sub-Sampled Streams | 2012 | PODS | 4.1945683e-05 |
| 6,838 | Capturing Data Uncertainty in High-Volume Stream Processing | 2009 | CIDR | 4.9109732e-05 |