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Informed Machine Learning - Towards a Taxonomy of Explicit Integration of Knowledge into Machine Learning.

, , , , and . CoRR, (2019)

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Statusreport: Chancen mit Big Data -- Best Practice, , , , , , , , , and 11 other author(s). VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik, (2016)Explainable Machine Learning for Scientific Insights and Discoveries., , , and . IEEE Access, (2020)Wavelet-packets for deepfake image analysis and detection., , , and . Mach. Learn., 111 (11): 4295-4327 (2022)On the Interplay of Subset Selection and Informed Graph Neural Networks., , , , , , , and . CoRR, (2023)Decision Support by Interpretable Machine Learning in Acoustic Emission Based Cutting Tool Wear Prediction., , , , , , , and . IEEM, page 629-633. IEEE, (2021)How Does Knowledge Injection Help in Informed Machine Learning?, , and . IJCNN, page 1-8. IEEE, (2023)A Geometrical Method for Low-Dimensional Representations of Simulations., and . SIAM/ASA J. Uncertain. Quantification, 7 (2): 472-496 (2019)Investigating minimizing the training set fill distance in machine learning regression., and . CoRR, (2023)R-SARL: Crowd-aware Navigation Based Deep Reinforcement Learning for Nonholonomic Robot in Complex Environments., , and . CoRR, (2021)Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions., , , , and . IDA, volume 12080 of Lecture Notes in Computer Science, page 548-560. Springer, (2020)