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08/24/2023
EVM: Incorporating Model Checking into Exploratory Visual Analysis
Visual analytics (VA) tools support data exploration by helping analysts...
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02/09/2023
MetaExplorer: Facilitating Reasoning with Epistemic Uncertainty in Meta-analysis
Scientists often use meta-analysis to characterize the impact of an inte...
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06/30/2022
Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values
Machine learning (ML) interpretability techniques can reveal undesirable...
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12/06/2021
GAM Changer: Editing Generalized Additive Models with Interactive Visualization
Recent strides in interpretable machine learning (ML) research reveal th...
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07/28/2021
Causal Support: Modeling Causal Inferences with Visualizations
Analysts often make visual causal inferences about possible data-generat...
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07/28/2020
Visual Reasoning Strategies and Satisficing: How Uncertainty Visualization Design Impacts Effect Size Judgments and Decisions
Uncertainty visualizations often emphasize point estimates to support ma...
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07/10/2020
Boba: Authoring and Visualizing Multiverse Analyses
Multiverse analysis is an approach to data analysis in which all "reason...
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01/09/2019