Machine Learning · Computer Science
Explainable AI meets Healthcare: A Study on Heart Disease Dataset
Devam Dave, Het Naik, Smiti Singhal, Pankesh Patel
2020-11-09
Machine Learning · Computer Science
Balancing Explainability-Accuracy of Complex Models
Poushali Sengupta, Yan Zhang, Sabita Maharjan, Frank Eliassen
2023-05-24
Human-Computer Interaction · Computer Science
How Can Explainable Artificial Intelligence Improve Trust and Transparency in Medical Diagnosis Systems?
Altynbek Seitenov, Ainur Nurzhanova, Azhar Bekbussinova, Yerassyl Bolatkan
2026-04-21
Signal Processing · Electrical Eng. & Systems
Explainable AI Using Inherently Interpretable Components for Wearable-based Health Monitoring
Maurice Kuschel, Solveig Vieluf, Claus Reinsberger, Tobias Loddenkemper +1
2026-03-16
Human-Computer Interaction · Computer Science
AXAI-CDSS : An Affective Explainable AI-Driven Clinical Decision Support System for Cannabis Use
Tongze Zhang, Tammy Chung, Anind Dey, Sang Won Bae
2025-03-11
Machine Learning · Computer Science
Counterfactual Explanations of Black-box Machine Learning Models using Causal Discovery with Applications to Credit Rating
Daisuke Takahashi, Shohei Shimizu, Takuma Tanaka
2024-04-30
Machine Learning · Computer Science
Explainable AI needs formalization
Stefan Haufe, Rick Wilming, Benedict Clark, Rustam Zhumagambetov +3
2026-04-09
Artificial Intelligence · Computer Science
Measuring the Quality of Explanations: The System Causability Scale (SCS). Comparing Human and Machine Explanations
Andreas Holzinger, André Carrington, Heimo Müller
2021-03-03
Computer Vision and Pattern Recognition · Computer Science
The Limits of Perception: Analyzing Inconsistencies in Saliency Maps in XAI
Anna Stubbin, Thompson Chyrikov, Jim Zhao, Christina Chajo
2024-03-26
Artificial Intelligence · Computer Science
A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support
Felix Liedeker, Olivia Sanchez-Graillet, Moana Seidler, Christian Brandt +2
2025-05-16
Human-Computer Interaction · Computer Science
Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI
Greta Warren, Mark T Keane, Ruth M J Byrne
2023-04-04