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04/10/2022
Iceberg Sensemaking: A Process Model for Critical Data Analysis and Visualization
We offer a new model of the sensemaking process for data science and vis...
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06/24/2021
Visualizing Graph Neural Networks with CorGIE: Corresponding a Graph to Its Embedding
Graph neural networks (GNNs) are a class of powerful machine learning to...
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10/26/2020
Aggregate-Driven Trace Visualizations for Performance Debugging
Performance issues in cloud systems are hard to debug. Distributed traci...
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10/22/2020
GEViTRec: Data Reconnaissance Through Recommendation Using a Domain-Specific Prevalence Visualization Design Space
Genomic Epidemiology (genEpi) is a branch of public health that uses man...
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09/04/2020
Table Scraps: An Actionable Framework for Multi-Table Data Wrangling From An Artifact Study of Computational Journalism
For the many journalists who use data and computation to report the news...
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09/03/2020
Data-First Visualization Design Studies
We introduce the notion of a data-first design study which is triggered ...
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08/18/2020
VizCommender: Computing Text-Based Similarity in Visualization Repositories for Content-Based Recommendations
Cloud-based visualization services have made visual analytics accessible...
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07/13/2020