MAIDS: Mining Alarming Incidents from Data Streams
Summary: MAIDS enables alarming-incident mining on data streams with tilted time windows for multi-resolution modeling and a stream data cube for online multi-dimensional analysis. Online classification, frequent-pattern mining, clustering, and visualization for instant anomaly detection. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Y. Dora Cai
- 2. David Clutter
- 3. Greg Pape
- 4. Jiawei Han
- 5. Michael Welge
- 6. Loretta Auvil
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,532 | Effective Variation Management for Pseudo Periodical Streams | 2007 | SIGMOD | 5.0195121e-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 |
|---|---|---|---|---|
| 33 | BIRCH: An Efficient Data Clustering Method for Very Large Databases | 1996 | SIGMOD | 0.00077399244 |
| 43 | Models and Issues in Data Stream Systems | 2002 | PODS | 0.00072660894 |
| 182 | Mining Frequent Patterns without Candidate Generation | 2000 | SIGMOD | 0.00036955562 |
| 340 | CURE: An Efficient Clustering Algorithm for Large Databases | 1998 | SIGMOD | 0.00026854084 |
| 663 | A Framework for Clustering Evolving Data Streams | 2003 | VLDB | 0.00018466049 |
| 1,967 | Efficient Computation of Iceberg Cubes with Complex Measures | 2001 | SIGMOD | 9.9108189e-05 |
| 2,448 | Multi-Dimensional Regression Analysis of Time-Series Data Streams | 2002 | VLDB | 8.7935134e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,594 | Indexing and Mining Streams | 2004 | SIGMOD | 4.1905499e-05 |
| 831 | Finding Frequent Items in Data Streams | 2008 | VLDB | 0.00016094846 |
| 3,921 | Continuous Outlier Detection in Data Streams: An Extensible Framework and State-Of-The-Art Algorithms | 2013 | SIGMOD | 6.6245531e-05 |
| 1,222 | Querying and Mining Data Streams: You Only Get One Look | 2002 | SIGMOD | 0.00013205769 |
| 9,067 | A Framework for Projected Clustering of High Dimensional Data Streams | 2004 | VLDB | 4.3991821e-05 |
| 12,603 | StreamMiner: A Classifier Ensemble-based Engine to Mine Concept-drifting Data Streams | 2004 | VLDB | 4.1905499e-05 |
| 8,498 | Interactive Visual Exploration of Neighbor-Based Patterns in Data Streams | 2010 | SIGMOD | 4.4930973e-05 |
| 663 | A Framework for Clustering Evolving Data Streams | 2003 | VLDB | 0.00018466049 |
| 12,086 | Mining and Linking Patterns across Live Data Streams and Stream Archives | 2013 | VLDB | 4.1905499e-05 |
| 2,448 | Multi-Dimensional Regression Analysis of Time-Series Data Streams | 2002 | VLDB | 8.7935134e-05 |