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08/28/2023
Draco 2: An Extensible Platform to Model Visualization Design
Draco introduced a constraint-based framework to model visualization des...
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08/28/2023
Too Many Cooks: Exploring How Graphical Perception Studies Influence Visualization Recommendations in Draco
Findings from graphical perception can guide visualization recommendatio...
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08/16/2023
Data Navigator: An accessibility-centered data navigation toolkit
Making data visualizations accessible for people with disabilities remai...
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08/08/2023
Dead or Alive: Continuous Data Profiling for Interactive Data Science
Profiling data by plotting distributions and analyzing summary statistic...
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08/07/2023
Average Estimates in Line Graphs Are Biased Toward Areas of Higher Variability
We investigate variability overweighting, a previously undocumented bias...
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06/06/2023
DashQL – Complete Analysis Workflows with SQL
We present DashQL, a language that describes complete analysis workflows...
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04/12/2023
Angler: Helping Machine Translation Practitioners Prioritize Model Improvements
Machine learning (ML) models can fail in unexpected ways in the real wor...
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01/24/2023
Designing Data: Proactive Data Collection and Iteration for Machine Learning
Lack of diversity in data collection has caused significant failures in ...
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12/28/2022
VegaProf: Profiling Vega Visualizations
Vega is a popular domain-specific language (DSL) for visualization speci...
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08/13/2022
VegaFusion: Automatic Server-Side Scaling for Interactive Vega Visualizations
The Vega grammar has been broadly adopted by a growing ecosystem of brow...
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06/08/2022
Network Report: A Structured Description for Network Datasets
The rapid development of network science and technologies depends on sha...
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04/02/2022
ComputableViz: Mathematical Operators as a Formalism for Visualization Processing and Analysis
Data visualizations are created and shared on the web at an unprecedente...
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02/18/2022
Symphony: Composing Interactive Interfaces for Machine Learning
Interfaces for machine learning (ML), information and visualizations abo...
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01/18/2022
Demonstration of VegaPlus: Optimizing Declarative Visualization Languages
While many visualization specification languages are user-friendly, they...
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10/24/2021
Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels
The confusion matrix, a ubiquitous visualization for helping people eval...
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07/16/2021
An Automated Approach to Reasoning About Task-Oriented Insights in Responsive Visualization
Authors often transform a large screen visualization for smaller display...
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04/15/2021
Design Patterns and Trade-Offs in Responsive Visualization for Communication
Increased access to mobile devices motivates the need to design communic...
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03/30/2021
PIXLISE-C: Exploring The Data Analysis Needs of NASA Scientists for Mineral Identification
NASA JPL scientists working on the micro x-ray fluorescence (microXRF) s...
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02/02/2021
Survey on Artificial Intelligence Approaches for Visualization Data
Visualizations themselves have become a data format. Akin to other data ...
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09/22/2020
mage: Fluid Moves Between Code and Graphical Work in Computational Notebooks
We aim to increase the flexibility at which a data worker can choose the...
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08/17/2018
Visualizing a Million Time Series with the Density Line Chart
Data analysts often need to work with multiple series of data---conventi...
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07/17/2018