A Knowledge-Guided Hybrid Learning Framework for Semantic Constraint Integration in Time Series Models

Simon Burbach. A Knowledge-Guided Hybrid Learning Framework for Semantic Constraint Integration in Time Series Models. In Irene Celino, Oktie Hassanzadeh, Abraham Bernstein, Natasha F. Noy, Gong Cheng 0001, Shenghui Wang, Sebastián Ferrada, Thibaut Soulard, Kouji Kozaki, Hideaki Takeda 0001, Anna Lisa Gentile, editors, Joint Proceedings of Industry, Doctoral Consortium, Posters and Demos of the 24th International Semantic Web Conference (ISWC-C 2025), Nara, Japan, November 2-6, 2025. Volume 4085 of CEUR Workshop Proceedings, pages 125-135, CEUR-WS.org, 2025. [doi]

Abstract

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