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Dennis Collaris
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Instance-Level Explanations for Fraud Detection: A Case Study
D Collaris, LM Vink, JJ van Wijk
ICML Workshop on Human Interpretability in Machine Learning, 28-33, 2018
232018
ExplainExplore: Visual Exploration of Machine Learning Explanations
D Collaris, JJ van Wijk
2020 IEEE Pacific Visualization Symposium (PacificVis), 26-35, 2020
222020
Machine learning interpretability through contribution-value plots
D Collaris, JJ van Wijk
Proceedings of the 13th International Symposium on Visual Information …, 2020
12020
Interactive Visualization for Interpretable Machine Learning
D Collaris
PhD Thesis. Eindhoven University of Technology. https://research.tue.nl/en …, 2022
2022
StrategyAtlas: Strategy Analysis for Machine Learning Interpretability
D Collaris, J Van Wijk
IEEE Transactions on Visualization and Computer Graphics, 2022
2022
Comparative evaluation of contribution-value plots for machine learning understanding
D Collaris, JJ van Wijk
Journal of Visualization 25 (1), 47–57, 2021
2021
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