Parameter Free Bursty Events Detection in Text Streams
Summary: Parameter-free probabilistic method; a bursty event is a set of features for potential classifiers. Feature-pivot clustering uses time windows and feature distributions; no parameter tuning, with results on a HK newspaper corpus. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Gabriel Pui Cheong Fung
- 2. Jeffrey Xu Yu
- 3. Philip S. Yu
- 4. Hongjun Lu
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,117 | On the Spatiotemporal Burstiness of Terms | 2012 | VLDB | 9.5088574e-05 |
| 6,633 | Identifying, Attributing and Describing Spatial Bursts | 2010 | VLDB | 4.9797146e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 65 | Fast Subsequence Matching in Time-Series Databases | 1994 | SIGMOD | 0.00061977022 |
| 362 | Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases | 1995 | VLDB | 0.00025758421 |
| 2,478 | Identifying Similarities, Periodicities and Bursts for Online Search Queries | 2004 | SIGMOD | 8.6866662e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 663 | A Framework for Clustering Evolving Data Streams | 2003 | VLDB | 0.00018466049 |
| 2,478 | Identifying Similarities, Periodicities and Bursts for Online Search Queries | 2004 | SIGMOD | 8.6866662e-05 |
| 7,305 | Real Time Discovery of Dense Clusters in Highly Dynamic Graphs: Identifying Real World Events in Highly Dynamic Environments | 2012 | VLDB | 4.7627067e-05 |
| 11,842 | Topic Exploration in Spatio-Temporal Document Collections | 2016 | SIGMOD | 4.1905499e-05 |
| 7,243 | Finding Relevant Patterns in Bursty Sequences | 2008 | VLDB | 4.7859835e-05 |
| 6,633 | Identifying, Attributing and Describing Spatial Bursts | 2010 | VLDB | 4.9797146e-05 |
| 3,755 | BurstSketch: Finding Bursts in Data Streams | 2021 | SIGMOD | 6.7822789e-05 |
| 12,045 | STEM: A Spatio-TEmporal Miner for Bursty Activity | 2013 | SIGMOD | 4.1905499e-05 |
| 10,725 | BURST: Rendering Clustering Techniques Suitable for Evolving Streams | 2025 | VLDB | 4.1905499e-05 |
| 2,117 | On the Spatiotemporal Burstiness of Terms | 2012 | VLDB | 9.5088574e-05 |