TSUBASA: Climate Network Construction on Historical and Real-Time Data
Summary: TSUBASA computes exact pairwise Pearson correlations for climate networks over windows using sketches, enabling exact query-time results on historical data. It updates the correlation matrix for streams, with faster sketching than DFT-based methods. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yunlong Xu
- 2. Jinshu Liu
- 3. Fatemeh Nargesian
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,215 | Correlation Joins over Time Series Data Streams Utilizing Complementary Dimension Reduction and Transformation | 2023 | SIGMOD | 4.1945683e-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 |
|---|---|---|---|---|
| 785 | StatStream: Statistical Monitoring of Thousands of Data Streams in Real Time | 2002 | VLDB | 0.00016664156 |
| 997 | Similarity-Based Queries for Time Series Data | 1997 | SIGMOD | 0.00014739219 |
| 1,786 | Fast Approximate Correlation for Massive Time-series Data | 2010 | SIGMOD | 0.00010558719 |
| 2,605 | Muppet: MapReduce-Style Processing of Fast Data | 2012 | VLDB | 8.4646171e-05 |
| 4,536 | Data Series Progressive Similarity Search with Probabilistic Quality Guarantees | 2020 | SIGMOD | 6.104642e-05 |
| 4,853 | Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures | 2020 | SIGMOD | 5.8760276e-05 |
| 8,480 | Optimization of Threshold Functions over Streams | 2021 | VLDB | 4.5011552e-05 |
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