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ORCIDJoan Giner-Miguelez
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2020 – today
- 2024
[j2]Joan Giner-Miguelez
, Abel Gómez, Jordi Cabot:
DescribeML: A dataset description tool for machine learning. Sci. Comput. Program. 231: 103030 (2024)- [c4]Mubashara Akhtar, Omar Benjelloun, Costanza Conforti, Pieter Gijsbers, Joan Giner-Miguelez, Nitisha Jain, Michael Kuchnik, Quentin Lhoest, Pierre Marcenac, Manil Maskey, Peter Mattson, Luis Oala, Pierre Ruyssen, Rajat Shinde, Elena Simperl, Goeffry Thomas, Slava Tykhonov, Joaquin Vanschoren, Jos van der Velde, Steffen Vogler, Carole-Jean Wu:
Croissant: A Metadata Format for ML-Ready Datasets. DEEM@SIGMOD 2024: 1-6 - [i5]Joan Giner-Miguelez, Abel Gómez, Jordi Cabot:
On the Readiness of Scientific Data for a Fair and Transparent Use in Machine Learning. CoRR abs/2401.10304 (2024) - [i4]Mubashara Akhtar, Omar Benjelloun, Costanza Conforti, Joan Giner-Miguelez, Nitisha Jain, Michael Kuchnik, Quentin Lhoest, Pierre Marcenac, Manil Maskey, Peter Mattson, Luis Oala, Pierre Ruyssen, Rajat Shinde, Elena Simperl, Goeffry Thomas, Slava Tykhonov, Joaquin Vanschoren, Steffen Vogler, Carole-Jean Wu:
Croissant: A Metadata Format for ML-Ready Datasets. CoRR abs/2403.19546 (2024) - [i3]Joan Giner-Miguelez, Abel Gómez, Jordi Cabot:
Using Large Language Models to Enrich the Documentation of Datasets for Machine Learning. CoRR abs/2404.15320 (2024) - [i2]Nitisha Jain, Mubashara Akhtar, Joan Giner-Miguelez, Rajat Shinde, Joaquin Vanschoren, Steffen Vogler, Subhra S. Goswami, Yuhan Rao, Tim Santos, Luis Oala, Michalis Karamousadakis, Manil Maskey, Pierre Marcenac, Costanza Conforti, Michael Kuchnik, Lora Aroyo, Omar Benjelloun, Elena Simperl:
A Standardized Machine-readable Dataset Documentation Format for Responsible AI. CoRR abs/2407.16883 (2024) - 2023
- [j1]Joan Giner-Miguelez, Abel Gómez, Jordi Cabot:
A domain-specific language for describing machine learning datasets. J. Comput. Lang. 76: 101209 (2023) - [c3]Joan Giner-Miguelez, Abel Gómez, Jordi Cabot:
DataDoc Analyzer: A Tool for Analyzing the Documentation of Scientific Datasets. CIKM 2023: 5046-5050 - 2022
- [c2]Joan Giner-Miguelez, Abel Gómez, Jordi Cabot:
DescribeML: a tool for describing machine learning datasets. MoDELS (Companion) 2022: 22-26 - [c1]Joan Giner-Miguelez, Abel Gómez, Jordi Cabot:
Enabling Content Management Systems as an Information Source in Model-Driven Projects. RCIS 2022: 513-528 - [i1]Joan Giner-Miguelez, Abel Gómez, Jordi Cabot:
A domain-specific language for describing machine learning datasets. CoRR abs/2207.02848 (2022)
Coauthor Index
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