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I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making
Summary: Incremental, sampling-based visualizations reveal salient features quickly, with 46x speedup for trendlines and heatmaps. Optimal sample complexity for visualization; INCVISAGE yields faster, more reliable decisions than vanilla online sampling.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 11411
- Venue
- VLDB
- Year
- 2017
- Pagerank
- 6.7163364e-05
- Overall Rank
- 3,835 | 73.33%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 18 of 18 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 4,536 |
Data Series Progressive Similarity Search with Probabilistic Quality Guarantees |
2020 |
SIGMOD |
6.104642e-05 |
| 4,681 |
Adaptive Sampling for Rapidly Matching Histograms |
2018 |
VLDB |
6.0034918e-05 |
| 6,069 |
OM3: An Ordered Multi-level Min-Max Representation for Interactive Progressive Visualization of Time Series |
2023 |
SIGMOD |
5.2280784e-05 |
| 6,296 |
Visualization-aware Time Series Min-Max Caching with Error Bound Guarantees |
2024 |
VLDB |
5.1249171e-05 |
| 6,493 |
Joins on Samples: A Theoretical Guide for Practitioners |
2020 |
VLDB |
5.0424713e-05 |
| 6,624 |
Fast-Forwarding to Desired Visualizations with zenvisage |
2017 |
CIDR |
4.9890732e-05 |
| 6,842 |
Towards Democratizing Relational Data Visualization |
2019 |
SIGMOD |
4.9103931e-05 |
| 6,907 |
Continuous Prefetch for Interactive Data Applications |
2020 |
VLDB |
4.8925595e-05 |
| 7,073 |
Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization |
2020 |
SIGMOD |
4.842703e-05 |
| 9,621 |
ShadowAQP: Efficient Approximate Group-by and Join Query via Attribute-oriented Sample Size Allocation and Data Generation |
2023 |
VLDB |
4.3167167e-05 |
| 9,828 |
Transactional Panorama: A Conceptual Framework for User Perception in Analytical Visual Interfaces |
2023 |
VLDB |
4.2751057e-05 |
| 10,127 |
Visualization-Oriented Progressive Time Series Transformation |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,366 |
An Adaptive Benchmark for Modeling User Exploration of Large Datasets |
2025 |
SIGMOD |
4.1945683e-05 |
| 10,565 |
Holistic query Approximation via RL Modeling |
2025 |
VLDB |
4.1945683e-05 |
| 10,685 |
LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes |
2025 |
VLDB |
4.1945683e-05 |
| 11,106 |
QPJVis Demo: Quality-boost Progressive Join Query Processing System |
2024 |
VLDB |
4.1945683e-05 |
| 11,429 |
Leam: An Interactive System for In-situ Visual Text Analysis |
2021 |
CIDR |
4.1945683e-05 |
| 11,691 |
Enabling Data Science for the Majority |
2019 |
VLDB |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 15 of 15 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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