Capturing Dependencies Within Machine Learning via a Formal Process Model

Fabian Ritz, Thomy Phan, Andreas Sedlmeier, Philipp Altmann, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien, Thomas Gabor. Capturing Dependencies Within Machine Learning via a Formal Process Model. In Tiziana Margaria, Bernhard Steffen, editors, Leveraging Applications of Formal Methods, Verification and Validation. Adaptation and Learning - 11th International Symposium, ISoLA 2022, Rhodes, Greece, October 22-30, 2022, Proceedings, Part III. Volume 13703 of Lecture Notes in Computer Science, pages 249-265, Springer, 2022. [doi]

Abstract

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