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08/08/2022
The Influence of Visual Provenance Representations on Strategies in a Collaborative Hand-off Data Analysis Scenario
Conducting data analysis tasks rarely occur in isolation. Especially in ...
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04/20/2022
An Empirical Study on the Relationship Between the Number of Coordinated Views and Visual Analysis
Coordinated Multiple views (CMVs) are a visualization technique that sim...
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09/02/2020
Micro-entries: Encouraging Deeper Evaluation of Mental Models Over Time for Interactive Data Systems
Many interactive data systems combine visual representations of data wit...
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08/28/2020
Soliciting Human-in-the-Loop User Feedback for Interactive Machine Learning Reduces User Trust and Impressions of Model Accuracy
Mixed-initiative systems allow users to interactively provide feedback t...
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08/20/2020
The Role of Domain Expertise in User Trust and the Impact of First Impressions with Intelligent Systems
Domain-specific intelligent systems are meant to help system users in th...
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05/05/2020
Don't Explain without Verifying Veracity: An Evaluation of Explainable AI with Video Activity Recognition
Explainable machine learning and artificial intelligence models have bee...
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02/10/2020
SplitStreams: A Visual Metaphor for Evolving Hierarchies
The visualization of hierarchically structured data over time is an ongo...
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07/08/2019
XFake: Explainable Fake News Detector with Visualizations
In this demo paper, we present the XFake system, an explainable fake new...
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11/28/2018
A Survey of Evaluation Methods and Measures for Interpretable Machine Learning
The need for interpretable and accountable intelligent system gets sensi...
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01/16/2018
ProvThreads: Analytic Provenance Visualization and Segmentation
Our work aims to generate visualizations to enable meta-analysis of anal...
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01/16/2018
Analytic Provenance Datasets: A Data Repository of Human Analysis Activity and Interaction Logs
We present an analytic provenance data repository that can be used to st...
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01/16/2018