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Towards FAIR Explainable AI: a standardized ontology for mapping XAI solutions to use cases, explanations, and AI systems2022 International Conference on PErvasive Technologies Related to Assistive Environments (PETRA) conference-paper Computer Science Explainable Artificial Intelligence (XAI)
Ajaya Adhikari, Edwin Wenink, Jasper van der Waa, Cornelis Bouter, Ioannis Tolios, Stephan Raaijmakers
15citations -
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 -
Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems2024 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access
Ryan Zhou, Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Martin Fyvie, Giovanni Iacca, +4 more
2citations -
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 -
MedicalPatchNet: a patch-based self-explainable AI architecture for chest X-ray classification2026 Scientific Reports article Computer Science Explainable Artificial Intelligence (XAI) Open access
Patrick Wienholt, Christiane Katharina Kuhl, Jakob Nikolas Kather, Sven Nebelung, Daniel Truhn
3citations -
Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study2024 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access
Tirtha Chanda, Sarah Haggenmueller, Tabea-Clara Bucher, Tim Holland‐Letz, Harald Kittler, Philipp Tschandl, +14 more
5citations -
Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data2024 IFAC-PapersOnLine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Camelia Oprea, Mike Grüne, Mateusz Buglowski, Lena Olivier, Thorsten W Orlikowsky, Stefan Kowalewski, +2 more
6citations -
The Opaque Nature of Intelligence and the Pursuit of Explainable AI2023 International Joint Conference on Computational Intelligence conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
Sarah M Thomson, Bas van Stein, Daan van den Berg, Cees van Leeuwen
0citations -
Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data2024 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access
Camelia Oprea, Mike Grüne, Mateusz Buglowski, Lena Olivier, Thorsten W Orlikowsky, Stefan Kowalewski, +2 more
0citations -
Knowledge Graphs and Explainable Artificial Intelligence (AI) for Drug Repurposing on Rare Diseases2026 Neurosymbolic Artificial Intelligence article Computer Science Computational Drug Discovery Methods Open access
Pablo Perdomo-Quinteiro, Katherine Wolstencroft, Marco Roos, Núria Queralt-Rosiñach
0citations -
Learning multimodal explainable AI models from medical images and tabular data: proof of concept2025 SPIE Medical Imaging: Image Processing conference-paper Computer Science Explainable Artificial Intelligence (XAI)
Mafalda Malafaia, Thalea Schlender, Peter A. N. Bosman, Tanja Alderliesten
0citations -
Explainable AI for correct root cause analysis of product quality in injection moulding2025 Journal of Manufacturing Processes article Computer Science Explainable Artificial Intelligence (XAI) Open access
Muhammad Muaz, Sameed Sajid, Tobias Schulze, Chang Liu, Nils Klasen, Benny Drescher
13citations -
Beyond the Veil of Similarity: Quantifying Semantic Continuity in Explainable AI2024 Communications in computer and information science conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
Qi Huang, Emanuele Mezzi, Osman Mutlu, Miltiadis Kofinas, Vidya Prasad, Muhammad Siddique Ahmed Khan, +2 more
3citations -
To Know What You Do Not Know: Challenges for Explainable AI for Security and Threat Intelligence2024 Springer eBooks book-chapter Computer Science Explainable Artificial Intelligence (XAI) Open access
Sarah van Gerwen, Jorge Constantino, Ritten Roothaert, Brecht Weerheijm, Ben Wagner, Gregor Pavlin, +4 more
0citations