David Borland

Latest

• Beyond Correlation: Incorporating Counterfactual Guidance to Better Support Exploratory Visual Analysis (2025)
• Causal Priors and Their Influence on Judgements of Causality in Visualized Data (2025)
• CausalSynth: An Interactive Web Application for Synthetic Dataset Generation and Visualization with User-Defined Causal Relationships (2024)
• Leveraging LLMs to Infer Causality from Visualized Data: Alignments and Deviations from Human Judgements (2024)
• A framework to improve causal inferences from visualizations using counterfactual operators (2024)
• An Empirical Study of Counterfactual Visualization to Support Visual Causal Inference (2024)
• Using Counterfactuals to Improve Causal Inferences from Visualizations (2024)
• Countering Simpson’s Paradox with Counterfactuals (2023)
• Digestable: Condensed Views of Tabular Data (2022)
• Improving Visualization Interpretation Using Counterfactuals (2022)
• Enabling Longitudinal Exploratory Analysis of Clinical COVID Data (2021)
• Selection-Bias-Corrected Visualization via Dynamic Reweighting (2021)
• Visual Analytics to Combat Selection Bias in Retrospective EHR Data Analyses (2020)
• Selection Bias Tracking and Detailed Subset Comparison for High-Dimensional Data (2020)
• Visual Analysis of High-Dimensional Event Sequence Data via Dynamic Hierarchical Aggregation (2020)
• Dynamic Hierarchical Aggregation, Selection Bias Tracking, and Detailed Subset Comparison for High-Dimensional Event Sequence Data (2019)
• Evaluating Visual Analytics for Health Informatics Applications: A Systematic Review from the AMIA VIS Working Group Task Force on Evaluation (2019)
• Visualization Model Validation via Inline Replication (2019)
• Visual Cohort Queries for High-Dimensional Data: A Design Study (2018)
• Contextual Visualization: Making the Unseen Visible to Combat Bias During Visual Analysis (2018)
• Dual View: Multivariate Visualization Using Linked Layouts of Objects and Dimensions (2018)
• Increasing Understanding of Survey Re-Weighting with Visualization (2018)
• Data-Driven Healthcare: Challenges and Opportunities for Interactive Visualization (2017)
• Evaluating Visual Analytics for Health Informatics Applications: A Progress Report from the AMIA VIS Working Group Task Force on Evaluation (2016)
• Data-Driven Healthcare: Challenges and Opportunities for Interactive Visualization (2016)