Safe Visual Data Exploration
Summary: QUDE, a visual data exploration system, enables hypothesis formulation from visualizations while mitigating spurious insights caused by noise and multiple comparisons. It offers interactive control of false discoveries, providing statistical safeguards during exploration and recommendations. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Zheguang Zhao (Brown University)
- 2. Emanuel Zgraggen (Brown University)
- 3. Lorenzo De Stefani (Brown University)
- 4. Carsten Binnig (Brown University)
- 5. Eli Upfal (Brown University)
- 6. Tim Kraska (Brown University)
BibTeX Citation
@inproceedings{zhao_sigmod17,
title = {{Safe Visual Data Exploration}},
author = {Zhao, Zheguang and Zgraggen, Emanuel and De Stefani, Lorenzo and Binnig, Carsten and Upfal, Eli and Kraska, Tim},
series = {{SIGMOD} '17},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3035918.3058749},
url = {https://dl.acm.org/doi/10.1145/3035918.3058749},
year = {2017}
}
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,392 | Northstar: An Interactive Data Science System | 2018 | VLDB | 0.00010936065 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9 | Online Aggregation | 1997 | SIGMOD | 0.00077458002 |
| 410 | SeeDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics | 2015 | VLDB | 0.0001890421 |
| 2,050 | Vizdom: Interactive Analytics through Pen and Touch | 2015 | VLDB | 9.2546631e-05 |
| 2,185 | Data Polygamy: The Many-Many Relationships among Urban Spatio-Temporal Data Sets | 2016 | SIGMOD | 9.0026006e-05 |
| 2,840 | Towards Sustainable Insights or why polygamy is bad for you | 2017 | CIDR | 8.0650295e-05 |
| 3,258 | Controlling False Discoveries During Interactive Data Exploration | 2017 | SIGMOD | 7.5897862e-05 |
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