SENSOR: Data-driven Construction of Sketch-based Visual Query Interfaces for Time Series Data
Summary: SENSOR automatically constructs sketch-based visual query interfaces for time-series datasets. It mines VST-aware shapelets as representative objects, enabling more effective top-down/bottom-up search and portability across domains. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Li Yan (Nanyang Technological University)
- 2. Nerissa Xu (Nanyang Technological University)
- 3. Guozhong Li (Hong Kong Baptist University)
- 4. Sourav S Bhowmick (Nanyang Technological University)
- 5. Byron Choi (Hong Kong Baptist University)
- 6. Jianliang Xu (Hong Kong Baptist University)
BibTeX Citation
@article{yan_vldb22,
title = {{SENSOR: Data-driven Construction of Sketch-based Visual Query Interfaces for Time Series Data}},
author = {Yan, Li and Xu, Nerissa and Li, Guozhong and Bhowmick, Sourav S and Choi, Byron and Xu, Jianliang},
journal = {PVLDB},
series = {{VLDB} '22},
volume = {15},
number = {12},
pages = {3650--3653},
doi = {10.14778/3554821.3554866},
url = {https://doi.org/10.14778/3554821.3554866},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,959 | Time Series Data Mining: A Unifying View | 2023 | VLDB | 5.7303405e-05 |
| 11,316 | DeepSketch: A Query Sketching Interface for Deep Time Series Similarity Search | 2024 | VLDB | 5.093636e-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 |
|---|---|---|---|---|
| 986 | Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System | 2017 | VLDB | 0.0001281777 |
| 6,463 | Data-driven Visual Query Interfaces for Graphs: Past, Present, and (Near) Future | 2022 | SIGMOD | 5.871484e-05 |
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|---|---|---|---|---|
| 1 | 8,704 | Interactive Visual Exploration of Neighbor-Based Patterns in Data Streams | 2010 | SIGMOD |
| 2 | 9,482 | ShapeSearch: Flexible Pattern-based Querying of Trend Line Visualizations | 2018 | VLDB |
| 3 | 7,275 | Efficient Evaluation of Object-Centric Exploration Queries for Visualization | 2015 | VLDB |
| 4 | 7,848 | Data-driven Visual Graph Query Interface Construction and Maintenance: Challenges and Opportunities | 2016 | VLDB |
| 5 | 6,463 | Data-driven Visual Query Interfaces for Graphs: Past, Present, and (Near) Future | 2022 | SIGMOD |
| 6 | 11,316 | DeepSketch: A Query Sketching Interface for Deep Time Series Similarity Search | 2024 | VLDB |
| 7 | 9,421 | SketchQL Demonstration: Zero-shot Video Moment Querying with Sketches | 2024 | VLDB |
| 8 | 9,408 | SketchQL: Video Moment Querying with a Visual Query Interface | 2024 | SIGMOD |
| 9 | 5,454 | ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines | 2020 | SIGMOD |
| 10 | 3,968 | Qetch: Time Series Querying with Expressive Sketches | 2018 | SIGMOD |