A domain-specific language for describing machine learning datasets J Giner-Miguelez, A Gómez, J Cabot Journal of Computer Languages, 2023 | 25 | 2023 |
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 | 19 | 2022 |
Croissant: A Metadata Format for ML-Ready Datasets M Akhtar, O Benjelloun, C Conforti, J Giner-Miguelez, N Jain, M Kuchnik, ... Proceedings of the Eighth Workshop on Data Management for End-to-End Machine …, 2024 | 7 | 2024 |
DescribeML: A dataset description tool for machine learning J Giner-Miguelez, A Gómez, J Cabot Science of Computer Programming 231, 103030, 2024 | 2 | 2024 |
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 | 2 | 2022 |
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 | 1 | 2023 |
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 | | 2024 |
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 | | 2024 |
On the Readiness of Scientific Data for a Fair and Transparent Use in Machine Learning J Giner-Miguelez, A Gómez, J Cabot arXiv preprint arXiv:2401.10304, 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 |