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Viz-Blocks: Building Visualizations and Documents in the Browser
(The Eurographics Association, 2019)
Viz-Blocks is a simple browser-based UI for data exploration and document creation. It incorporates the Vega-Lite grammar of graphics for standard visualizations (including multiple views and interaction) whereas 'code ...
Online Learning of Visualization Preferences through Dueling Bandits for Enhancing Visualization Recommendations
(The Eurographics Association, 2019)
A visualization recommender supports the user through automatic visualization generation. While previous contributions primarily concentrated on integrating visualization design knowledge either explicitly or implicitly, ...
Color Names Across Languages: Salient Colors and Term Translation in Multilingual Color Naming Models
(The Eurographics Association, 2019)
Color names facilitate the identification and communication of colors, but may vary across languages. We contribute a set of human color name judgments across 14 common written languages and build probabilistic models that ...
ReLVis: Visual Analytics for Situational Awareness During Reinforcement Learning Experimentation
(The Eurographics Association, 2019)
Reinforcement learning (RL) is a branch of machine learning where an agent learns to maximize reward through trial and error. RL is challenging and data/compute intensive leading practitioners to become overwhelmed and ...