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Joan Giner-Miguelez
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Croissant: A Metadata Format for ML-Ready Datasets
M Akhtar, O Benjelloun, C Conforti, J Giner-Miguelez, N Jain, M Kuchnik, ...
Advances in Neural Information Processing Systems 37 (82133-82148), 2025
912025
A domain-specific language for describing machine learning datasets
J Giner-Miguelez, A Gómez, J Cabot
Journal of Computer Languages, 2023
452023
DescribeML: A Tool for Describing Machine Learning Datasets
J Giner-Miguelez, A Gómez, J Cabot
ACM / IEEE 25th International Conference on Model Driven Engineering …, 2022
282022
Using large language models to enrich the documentation of datasets for machine learning
J Giner-Miguelez, A Gómez, J Cabot
arXiv preprint arXiv:2404.15320, 2024
112024
Datadoc analyzer: A tool for analyzing the documentation of scientific datasets
J Giner-Miguelez, A Gómez, J Cabot
Proceedings of the 32nd ACM International Conference on Information and …, 2023
92023
DescribeML: A dataset description tool for machine learning
J Giner-Miguelez, A Gómez, J Cabot
Science of Computer Programming 231, 103030, 2024
62024
A Standardized Machine-readable Dataset Documentation Format for Responsible AI
N Jain, M Akhtar, J Giner-Miguelez, R Shinde, J Vanschoren, S Vogler, ...
arXiv preprint arXiv:2407.16883, 2024
52024
On the Readiness of Scientific Data for a Fair and Transparent Use in Machine Learning
J Giner-Miguelez, A Gómez, J Cabot
Scientific Data 12 (61), 2025
42025
Enabling Content Management Systems as an Information Source in Model-Driven Projects
J Giner-Miguelez, A Gómez, J Cabot
International Conference on Research Challenges in Information Science, 513-528, 2022
32022
Model Driven Engineering, Artificial Intelligence, and DevOps for Software and Systems Engineering: A Systematic Mapping Study of Synergies and Challenges
L Berardinelli, V Muttillo, R Eramo, H Bruneliere, A Rahimi, A Cicchetti, ...
ACM Transactions on Software Engineering and Methodology, 2025
12025
The Software Diversity Card: A Framework for Reporting Diversity in Software Projects
J Giner-Miguelez, S Morales, S Cobos, JLC Izquierdo, R Clariso, J Cabot
Information and Software Techology, 2025
12025
Press Releases Shape Online Attention for Neuroscience Articles
R Bastida-Barau, J Giner-Miguelez, C Barcia, S Ferré
bioRxiv, 2025.10. 31.685745, 2025
2025
Engineering data-sharing practices for a fair and trustworthy AI
J Giner Miguelez
Universitat Oberta de Catalunya (UOC), 2024
2024
Un lenguaje para definir datasets para machine learning
J Giner-Miguelez, A Gómez, J Cabot
JISBD - Jornadas de Ingeniería del Software y Bases de Datos, 2022
2022
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Articles 1–14