SENSOR: Data-driven Construction of Sketch-based Visual Query Interfaces for Time Series Data
Summary: Sensor automatically builds a data-driven, sketch-based visual query interface (VQI) for time series by mining the dataset for representative objects. It exposes VST-aware shapelets as query primitives, enabling efficient top-down and bottom-up search and portable interfaces across domains. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Li Yan
- 2. Nerissa Xu
- 3. Guozhong Li
- 4. Sourav S Bhowmick
- 5. Byron Choi
- 6. Jianliang Xu
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,999 | Time Series Data Mining: A Unifying View | 2023 | VLDB | 5.2415551e-05 |
| 11,110 | DeepSketch: A Query Sketching Interface for Deep Time Series Similarity Search | 2024 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 991 | Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System | 2017 | VLDB | 0.00014807273 |
| 6,609 | Data-driven Visual Query Interfaces for Graphs: Past, Present, and (Near) Future | 2022 | SIGMOD | 4.9956718e-05 |
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