Bertini, Enrico
- RuleMatrix: Visualizing and Understanding Classifiers with Rules
2018/07/17 by Ming, Yao, Qu, Huamin, Bertini, Enrico · 7 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Misinformed by Visualization: What Do We Learn From Misinformative Visualizations?
2022/04/20 by Leo Yu‐Ho Lo, Lo, Leo Yu-Ho, Ayush Gupta +9 · 7 citations
Computer Science · Social Sciences · #Anomaly Detection Techniques and Applications #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Misinformation and Its Impacts
- PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML\n Pipelines
2020/04/30 by Jorge Piazentin Ono, Sonia Castelo, Ono, Jorge Piazentin +9 · 3 citations
Computer Science · #Machine Learning and Data Classification #Software Engineering Research #Data Visualization and Analytics
- Why Shouldn't All Charts Be Scatter Plots? Beyond Precision-Driven Visualizations
2020/08/25 by Bertini, Enrico, Correll, Michael, Franconeri, Steven · 2 citations
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- The Arrangement of Marks Impacts Afforded Messages: Ordering, Partitioning, Spacing, and Coloring in Bar Charts
2023/08/25 by Racquel Fygenson, Fygenson, Racquel, Steven Franconeri +3 · 3 citations
Computer Science · #Data Visualization and Analytics #Data Analysis with R #Advanced Text Analysis Techniques
- ViCE: Visual Counterfactual Explanations for Machine Learning Models
2020/03/05 by Gomez, Oscar, Holter, Steffen, Yuan, Jun +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Towards Ground Truth Explainability on Tabular Data
2020/07/20 by Barr, Brian, Xu, Ke, Silva, Claudio +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- AdViCE: Aggregated Visual Counterfactual Explanations for Machine\n Learning Model Validation
2021/09/12 by Óscar Gómez, Steffen Holter, Gomez, Oscar +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Data Analysis with R #Data Visualization and Analytics #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #H.5 #Human-Computer Interaction (cs.HC) #I.2 #Machine Learning (cs.LG)
- Visual Exploration of Machine Learning Model Behavior with Hierarchical Surrogate Rule Sets
2022/01/19 by Jun Yuan, Brian Barr, Yuan, Jun +5 · 1 citation
Computer Science · #Data Visualization and Analytics