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Dwi P. A. Nugroho, Philipp M. Grulich, Steffen Zeuch, Clemens Lutz, Stefano Bortoli, Volker Markl

Benchmarking Stream Join Algorithms on GPUs: A Framework and Its Application to the State of the Art

March 28, 2024
https://openproceedings.org/2024/conf/edbt/paper-57.pdf

Ariane Ziehn, Philipp M. Grulich, Steffen Zeuch, Volker Markl

Bridging the Gap: Complex Event Processing on Stream Processing Engines

March 25, 2024

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

Bernhard Föllmer, Kenrick Schulze, Christian Wald, Sebastian Stober, Wojciech Samek, Marc Dewey

Active Learning with the nnUNet and Sample Selection with Uncertainty-Aware Submodular Mutual Information Measure

February 13, 2024
https://openreview.net/forum?id=2yrhjc2iZl