TSExplain: Surfacing Evolving Explanations for Time Series
Summary: TSExplain surfaces evolving explanations for time series by modeling explanations as temporal segments. It adapts two-sets diff to reveal evolving drivers over time and supports interactive exploration across COVID-19, S&P500, and Iowa Liquor data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yiru Chen
- 2. Silu Huang
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,321 | XInsight: eXplainable Data Analysis Through The Lens of Causality | 2023 | SIGMOD | 5.5676564e-05 |
| 5,569 | PI2: End-to-end Interactive Visualization Interface Generation from Queries | 2022 | SIGMOD | 5.4284007e-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 |
|---|---|---|---|---|
| 213 | Scorpion: Explaining Away Outliers in Aggregate Queries | 2013 | VLDB | 0.0003371037 |
| 943 | A Formal Approach to Finding Explanations for Database Queries | 2014 | SIGMOD | 0.00015140995 |
| 2,129 | MacroBase: Prioritizing Attention in Fast Data | 2017 | SIGMOD | 9.4799835e-05 |
| 2,158 | DIFF: A Relational Interface for Large-Scale Data Explanation | 2019 | VLDB | 9.4117885e-05 |
| 3,107 | Data X-Ray: A Diagnostic Tool for Data Errors | 2015 | SIGMOD | 7.5549177e-05 |
| 4,418 | ASAP: Prioritizing Attention via Time Series Smoothing | 2017 | VLDB | 6.1952934e-05 |
| 8,109 | The Cascading Analysts Algorithm | 2018 | SIGMOD | 4.5807394e-05 |
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