Efficient Evaluation of Object-Centric Exploration Queries for Visualization
Summary: Formalizes object-centric exploration queries for visualization, focusing on 2D scatter plots with heatmaps to summarize results. Proposes an efficient, interactive-speed algorithm that treats the user query as a blackbox and yields an approximate visualization preserving outliers and overall distribution. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. You Wu
- 2. Boulos Harb
- 3. Jun Yang
- 4. Cong Yu
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,841 | I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making | 2017 | VLDB | 6.7090738e-05 |
| 4,679 | Adaptive Sampling for Rapidly Matching Histograms | 2018 | VLDB | 5.9978792e-05 |
| 11,696 | Enabling Data Science for the Majority | 2019 | VLDB | 4.1905499e-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 |
|---|---|---|---|---|
| 1,804 | M4: A Visualization-Oriented Time Series Data Aggregation | 2014 | VLDB | 0.00010481427 |
| 2,005 | Rapid Sampling for Visualizations with Ordering Guarantees | 2015 | VLDB | 9.8168893e-05 |
| 4,127 | Computational Journalism: A Call to Arms to Database Researchers | 2011 | CIDR | 6.4237059e-05 |
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