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Papers per year
Papers 149
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Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions2024 Information Fusion article Computer Science Explainable Artificial Intelligence (XAI) Open access
Luca Longo, Mario Brčić, Federico Cabitza, Jaesik Choi, Roberto Confalonieri, Javier Del Ser, +13 more
563citations -
Explainable artificial intelligence (XAI) in radiology and nuclear medicine: a literature review2023 Frontiers in Medicine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Bart Marius de Vries, Gerben J.C. Zwezerijnen, George Louis Burchell, Floris H. P. van Velden, C. Willemien Menke‐van der Houven van Oordt, Ronald Boellaard
104citations -
DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging2021 IEEE Access article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 2 patents
Md. Rezaul Karim, Jiao Jiao, Till Döhmen, Michael Cochez, Oya Beyan, Dietrich Rebholz‐Schuhmann, +1 more
62citations -
Integrity-based Explanations for Fostering Appropriate Trust in AI Agents2023 ACM Transactions on Interactive Intelligent Systems article Computer Science Explainable Artificial Intelligence (XAI) Open access
Siddharth Mehrotra, Carolina Centeio Jorge, Catholijn M. Jonker, Myrthe Lotte Tielman
49citations -
Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization2021 Nature Communications article Computer Science Explainable Artificial Intelligence (XAI) Open access
Tianyu Han, Sven Nebelung, Federico Pedersoli, Markus N. Zimmermann, Maximilian Franz Schulze-Hagen, Christoph Haarburger, +4 more
42citations -
Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study2025 Nature Communications article Computer Science Explainable Artificial Intelligence (XAI) Open access
Tirtha Chanda, Sarah Haggenmueller, Tabea-Clara Bucher, Tim Holland‐Letz, Harald Kittler, Philipp Tschandl, +18 more
36citations -
Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems2024 IEEE Transactions on Evolutionary Computation article Computer Science Explainable Artificial Intelligence (XAI) Open access
Ryan Zhou, Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Martin Fyvie, Giovanni Iacca, +4 more
29citations
Most active Aachen authors
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Bas van Stein 1,388 citations overall16 papers
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Catholijn M. Jonker 12,395 citations overall5 papers
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Marjolein Fokkema 2,391 citations overall4 papers
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