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Forecasting Industrial Aging Processes with Machine Learning Methods., , , and . CoRR, (2020)Building and Interpreting Deep Similarity Models., , , , , and . CoRR, (2020)Enhancing sensorimotor BCI performance with assistive afferent activity: An online evaluation., , , , , and . NeuroImage, (2019)Machine Learning for Intrusion Detection., , and . NATO ASI Mining Massive Data Sets for Security, volume 19 of NATO Science for Peace and Security Series - D: Information and Communication Security, page 366-373. IOS Press, (2007)Learning how to explain neural networks: PatternNet and PatternAttribution., , , , , , and . ICLR (Poster), OpenReview.net, (2018)Estimating Functions for Blind Separation When Sources Have Variance Dependencies., and . J. Mach. Learn. Res., (2005)Software for Dataset-wide XAI: From Local Explanations to Global Insights with Zennit, CoRelAy, and ViRelAy., , , , and . CoRR, (2021)Toward Explainable Artificial Intelligence for Regression Models: A methodological perspective., , , , , and . IEEE Signal Process. Mag., 39 (4): 40-58 (2022)Algorithmic Differentiation for Automatized Modelling of Machine Learned Force Fields., , and . CoRR, (2022)XAI for Transformers: Better Explanations through Conservative Propagation., , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 435-451. PMLR, (2022)