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Insightful analysis of historical sources at scales beyond human capabilities using unsupervised Machine Learning and XAI., , , , , and . CoRR, (2023)Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications., , , , and . Proc. IEEE, 109 (3): 247-278 (2021)Learning domain invariant representations by joint Wasserstein distance minimization., , , , , and . Neural Networks, (October 2023)GraphKKE: graph Kernel Koopman embedding for human microbiome analysis., , , and . Appl. Netw. Sci., 5 (1): 96 (2020)A Unifying Review of Deep and Shallow Anomaly Detection., , , , , , , and . CoRR, (2020)The LRP Toolbox for Artificial Neural Networks., , , , and . J. Mach. Learn. Res., (2016)Toward Explainable Artificial Intelligence for Regression Models: A methodological perspective., , , , , and . IEEE Signal Process. Mag., 39 (4): 40-58 (2022)Preemptively pruning Clever-Hans strategies in deep neural networks., , and . Inf. Fusion, (March 2024)Building and Interpreting Deep Similarity Models., , , , , and . CoRR, (2020)An Ever-Expanding Humanities Knowledge Graph: The Sphaera Corpus at the Intersection of Humanities, Data Management, and Machine Learning., , , , , , , , , and 1 other author(s). Datenbank-Spektrum, 22 (2): 153-162 (2022)