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Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems

, , , , , , , , , , , , , and . (2019)cite arxiv:1903.12394Comment: Accepted at IEEE Transactions on Knowledge and Data Engineering: https://ieeexplore.ieee.org/document/9429985.
DOI: 10.1109/TKDE.2021.3079836

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Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems, , , , , , , , , and 4 other author(s). (2019)cite arxiv:1903.12394Comment: Accepted at IEEE Transactions on Knowledge and Data Engineering: https://ieeexplore.ieee.org/document/9429985.Mesh Convolutional Autoencoder for Semi-Regular Meshes of Different Sizes., and . WACV, page 2344-2353. IEEE, (2022)Data Analytics for Simulation Repositories in Industry., and . GI-Jahrestagung, volume P-232 of LNI, page 161-167. GI, (2014)How Does Knowledge Injection Help in Informed Machine Learning?, , and . IJCNN, page 1-8. IEEE, (2023)Decision Support by Interpretable Machine Learning in Acoustic Emission Based Cutting Tool Wear Prediction., , , , , , , and . IEEM, page 629-633. IEEE, (2021)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)On the Interplay of Subset Selection and Informed Graph Neural Networks., , , , , , , and . CoRR, (2023)A Geometrical Method for Low-Dimensional Representations of Simulations., and . CoRR, (2019)Adaptive wavelet pooling for convolutional neural networks., and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 1936-1944. PMLR, (2021)