Towards a Process Reference Model for Machine Learning Applications: Challenges and Opportunities

Antonio Crespí Tobeña, Maria Monserrat Barceló, Antònia Mas Pichaco, Antoni Lluís Mesquida Calafat. Towards a Process Reference Model for Machine Learning Applications: Challenges and Opportunities. In Luigi Quaranta, Giulio Mallardi, Antonella Carbonaro, editors, Proceedings of the 1st ECAI Workshop on Machine Learning Operations (MLOps25@ECAI 2025) co-located with 28th European Conference on Artificial Intelligence (ECAI 2025), Bologna, Italy, October 25, 2025. Volume 4109 of CEUR Workshop Proceedings, pages 13-24, CEUR-WS.org, 2025. [doi]

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