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...
Auteurs principaux: | Seaman Mora, Daniel Andres, Saquicela Galarza, Victor Hugo, Palacio Baus, Kenneth Samuel, Peñafiel Mora, David Marcelo |
---|---|
Format: | ARTÍCULO DE CONFERENCIA |
Langue: | es_ES |
Publié: |
IEEE
2024
|
Sujets: | |
Accès en ligne: | 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 |
Documents similaires
-
Semantics
par: Lyons, John. 1932- -
Semantics
par: Lyons, John. 1932- - Experiments in psychology
-
Experiences of terror
par: John, Roland -
Semantic Similarity of Common Verbal Expressions in Older Adults through a Pre-Trained Model
par: Cedillo Orellana, Irene Priscila
Publié: (2024)