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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.Die Nachvollziehbarkeit von KI-Anwendungen in der Medizin, , , and . Medizinrecht, 39 (6): 516-523 (June 2021)Supporting verification of news articles with automated search for semantically similar articles., , , , and . ROMCIR@ECIR, volume 2838 of CEUR Workshop Proceedings, page 47-58. CEUR-WS.org, (2021)A Quantitative Human-Grounded Evaluation Process for Explainable Machine Learning., , and . LWDA, volume 3341 of CEUR Workshop Proceedings, page 13-20. CEUR-WS.org, (2022)Informed Machine Learning--A Taxonomy and Survey of Integrating Knowledge into Learning Systems, , , , , , , , , and 1 other author(s). arXiv preprint arXiv:1903.12394, (2019)Explainable Machine Learning with Prior Knowledge: An Overview., , , , , , , , and . CoRR, (2021)From admission to discharge: a systematic review of clinical natural language processing along the patient journey., , , , , , , , , and . BMC Medical Informatics Decis. Mak., 24 (1): 238 (December 2024)Fusing Multi-label Classification and Semantic Tagging., and . LWDA, volume 2738 of CEUR Workshop Proceedings, page 88-99. CEUR-WS.org, (2020)An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning., , , , , and . ECML/PKDD (3), volume 14171 of Lecture Notes in Computer Science, page 462-478. Springer, (2023)Harnessing Prior Knowledge for Explainable Machine Learning: An Overview., , , , , , , , and . SaTML, page 450-463. IEEE, (2023)