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Stephanie Brandl, Oliver Eberle, Tiago Ribeiro, Anders Søgaard, Nora Hollenstein

Evaluating Webcam-based Gaze Data as an Alternative for Human Rationale Annotations

February 29, 2024
https://doi.org/10.48550/arXiv.2402.19133

Antonia Popp, Alaa Abd El Al, Marie Hoffmann, Ann Laube, Peter McGranaghan, Volkmar Falk, Anja Hennemuth, Alexander Meyer

Segment-wise Evaluation in X-ray Angiography Stenosis Detection

February 20, 2024
https://doi.org/10.1007/978-3-658-44037-4_36

Galip Ümit Yolcu, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin

DualView: Data Attribution from the Dual Perspective

February 19, 2024
https://doi.org/10.48550/arXiv.2402.12118

Luca Longo, Mario Brcic, Federico Cabitza, Jaesik Choi, Roberto Confalonieri, J. Ser, Riccardo Guidotti, Yoichi Hayashi, Francisco Herrera, Andreas Holzinger et al.

Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions

February 15, 2024
https://doi.org/10.1016/j.inffus.2024.102301

Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl

Assisted design of data science pipelines

February 13, 2024
https://doi.org/10.1007/s00778-024-00835-2

Frederick Klauschen, Jonas Dippel, Philipp Keyl, Philipp Jurmeister, Michael Bockmayr, Andreas Mock, Oliver Buchstab, Maximilian Alber, Lukas Ruff, Grégoire Montavon & Klaus-Robert Müller et al.

Explainable artificial intelligence in pathology

February 05, 2024
https://doi.org/10.1007/s00292-024-01308-7

Johanna Vielhaben, Sebastian Lapuschkin, Grégoire Montavon, Wojciech Samek

Explainable AI for Time Series via Virtual Inspection Layers

February 02, 2024
https://doi.org/10.1016/j.patcog.2024.110309