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On the Understanding and Interpretation of Machine Learning Predictions in Clinical Gait Analysis Using Explainable Artificial Intelligence.

, , , , , , , , and . CoRR, (2019)

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Interval Neural Networks as Instability Detectors for Image Reconstructions., , , and . CoRR, (2020)A Unifying Review of Deep and Shallow Anomaly Detection, , , , , , , and . Proceedings of the IEEE, 109 (5): 756-795 (May 2021)Quality perception of advanced multimedia systems., , , and . Digit. Signal Process., (2019)Understanding the (Extra-)Ordinary: Validating Deep Model Decisions with Prototypical Concept-based Explanations., , , and . CoRR, (2023)Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions., , , , , , , , , and 9 other author(s). CoRR, (2023)Robust common spatial patterns based on Bhattacharyya distance and Gamma divergence., , and . BCI, page 1-4. IEEE, (2015)Dithered backprop: A sparse and quantized backpropagation algorithm for more efficient deep neural network training., , , and . CVPR Workshops, page 3096-3104. Computer Vision Foundation / IEEE, (2020)Entropy-Constrained Training of Deep Neural Networks., , , and . IJCNN, page 1-8. IEEE, (2019)Towards Best Practice in Explaining Neural Network Decisions with LRP., , , , , and . IJCNN, page 1-7. IEEE, (2020)PURE: Turning Polysemantic Neurons Into Pure Features by Identifying Relevant Circuits., , , , and . CoRR, (2024)