Quality issues in machine learning software systems

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Pierre-Olivier Côté, Amin Nikanjam, Rached Bouchoucha, Ilan Basta, Mouna Abidi, Foutse Khomh

Published: 01 Jan 2024, Last Modified: 30 May 2025Empir. Softw. Eng. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: An increasing demand is observed in various domains to employ Machine Learning (ML) for solving complex problems. ML models are implemented as software components and deployed in Machine Learning Software Systems (MLSSs).