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07/18/2023
Visual Validation versus Visual Estimation: A Study on the Average Value in Scatterplots
We investigate the ability of individuals to visually validate statistic...
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04/03/2023
Characterizing the Users, Challenges, and Visualization Needs of Knowledge Graphs in Practice
This study presents insights from interviews with nineteen Knowledge Gra...
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03/11/2023
A Problem Space for Designing Visualizations
Visualization researchers and visualization professionals seek appropria...
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11/01/2022
Analysis Without Data: Teaching Students to Tackle the VAST Challenge
The VAST Challenges have been shown to be an effective tool in visual an...
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05/23/2022
PIXAL: Anomaly Reasoning with Visual Analytics
Anomaly detection remains an open challenge in many application areas. W...
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05/11/2022
Visualization Guidelines for Model Performance Communication Between Data Scientists and Subject Matter Experts
Presenting the complexities of a model's performance is a communication ...
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05/11/2022
Inferential Tasks as an Evaluation Technique for Visualization
Designing suitable tasks for visualization evaluation remains challengin...
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04/29/2022
A Grammar for Hypothesis-Driven Visual Analysis
A hallmark of visual analytics is its ability to support users in transl...
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11/02/2021
UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data
Projection techniques are often used to visualize high-dimensional data,...
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09/20/2021
Automatic Y-axis Rescaling in Dynamic Visualizations
Animated and interactive data visualizations dynamically change the data...
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06/25/2021
HyperNP: Interactive Visual Exploration of Multidimensional Projection Hyperparameters
Projection algorithms such as t-SNE or UMAP are useful for the visualiza...
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03/02/2021
Does Interaction Improve Bayesian Reasoning with Visualization?
Interaction enables users to navigate large amounts of data effectively,...
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09/07/2020
CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge Graphs
Most visual analytics systems assume that all foraging for data happens ...
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07/31/2020
Kyrix-S: Authoring Scalable Scatterplot Visualizations of Big Data
Static scatterplots often suffer from the overdraw problem on big datase...
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07/30/2020
Composition and Configuration Patterns in Multiple-View Visualizations
Multiple-view visualization (MV) is a layout design technique often empl...
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07/30/2019
Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures
Deep learning models require the configuration of many layers and parame...
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07/29/2019
RNNbow: Visualizing Learning via Backpropagation Gradients in Recurrent Neural Networks
We present RNNbow, an interactive tool for visualizing the gradient flow...
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06/28/2019
Programming with Timespans in Interactive Visualizations
Modern interactive visualizations are akin to distributed systems, where...
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06/28/2019
DIEL: Transparent Scaling for Interactive Visualization
We live in an era of big data and rich data visualization. As data sets ...
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05/12/2019
Kyrix: Interactive Visual Data Exploration at Scale
Scalable interactive visual data exploration is crucial in many domains ...
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11/07/2018
At a Glance: Pixel Approximate Entropy as a Measure of Line Chart Complexity
When inspecting information visualizations under time critical settings,...
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09/27/2018
Visual Analytics for Automated Model Discovery
A recent advancement in the machine learning community is the developmen...
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08/27/2018
NNCubes: Learned Structures for Visual Data Exploration
Visual exploration of large multidimensional datasets has seen tremendou...
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06/05/2018
Making Sense of Asynchrony in Interactive Data Visualizations
Asynchronous interfaces allow users to concurrently issue requests while...
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11/16/2017