An Approach to Experiment Reproducibility Through MLOps and Semantic Web Technologies
This article addresses the challenge of reproducing machine learning (ML) experiments by integrating processes based on MLOps and semantic technologies. The inherent complexity of experimentation in scientific research hinders reproducibility through conventional methods, which has led to the need t...
Main Authors: | Seaman Mora, Daniel Andres, Saquicela Galarza, Victor Hugo, Palacio Baus, Kenneth Samuel, Peñafiel Mora, David Marcelo |
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Formato: | ARTÍCULO DE CONFERENCIA |
Idioma: | es_ES |
Publicado em: |
IEEE
2024
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Assuntos: | |
Acesso em linha: | http://dspace.ucuenca.edu.ec/handle/123456789/44127 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85182277987&doi=10.1109%2fCLEI60451.2023.10346140&partnerID=40&md5=5ce72fe9f4acef05dba4a92df36bf0a7 |
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