Bertini, Enrico

Rulematrix: Visualizing and understanding classifiers with rules

Ming, Y., Qu, H., & Bertini, E. (2019) · IEEE Transactions on Visualization and Computer Graphics

Explainable Artificial Intelligence (XAI)Data Visualization and Analytics

Cited by 243

Human factors in model interpretability: Industry practices, challenges, and needs

Hong, S. R., Hullman, J., & Bertini, E. (2020) · Proceedings of the ACM on Human-Computer Interaction

Explainable Artificial Intelligence (XAI)Usability and User Interface Design

Cited by 219

The Persuasive Power of Data Visualization

Pandey, A. V., Manivannan, A., Nov, O., Satterthwaite, M., & Bertini, E. (2014) · IEEE Transactions on Visualization and Computer Graphics

Data Visualization and AnalyticsInnovative Human-Technology Interaction

Cited by 217

Showing People Behind Data: Does Anthropomorphizing Visualizations Elicit More Empathy for Human Rights Data?

Boy, J., Pandey, A. V., Emerson, J., Satterthwaite, M., Nov, O., & Bertini, E. (2017) · Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems

Data Visualization and AnalyticsInnovative Human-Technology Interaction

Cited by 104

ViCE: visual counterfactual explanations for machine learning models

Gomez, O., Holter, S., Yuan, J., & Bertini, E. (2020) · Proceedings of the 25th International Conference on Intelligent User Interfaces

Explainable Artificial Intelligence (XAI)Data Visualization and Analytics

Cited by 91