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Vladimiro González-Zelaya
Vladimiro González-Zelaya
Verified email at up.edu.mx
Title
Cited by
Cited by
Year
The relationship between trust in AI and trustworthy machine learning technologies
E Toreini, M Aitken, K Coopamootoo, K Elliott, V González-Zelaya, ...
Proceedings of the 2020 Conference on Fairness, Accountability, and …, 2020
3082020
Towards Explaining the Effects of Data Preprocessing on Machine Learning
V González-Zelaya
2019 IEEE 35th International Conference on Data Engineering (ICDE), 2086-2090, 2019
1362019
Technologies for Trustworthy Machine Learning: A Survey in a Socio-Technical Context
E Toreini, M Aitken, KPL Coopamootoo, K Elliott, V González-Zelaya, ...
arXiv preprint arXiv:2007.08911, 2020
202020
Parametrised data sampling for fairness optimisation
V González-Zelaya, P Missier, D Prangle
KDD XAI, 2019
172019
Optimising Fairness Through Parametrised Data Sampling
V González-Zelaya, J Salas, D Prangle, P Missier
Proceedings of the 24th International Conference on Extending Database …, 2021
82021
Differentially private graph publishing through noise-graph addition
J Salas, V González-Zelaya, V Torra, D Megías
International Conference on Modeling Decisions for Artificial Intelligence …, 2023
42023
Fair-MDAV: An Algorithm for Fair Privacy by Microaggregation
J Salas, V González-Zelaya
Modeling Decisions for Artificial Intelligence: 17th International …, 0
4*
Transformación digital en ciencias administrativas y contabilidad: tendencias de investigación en Scopus
JA Salgado-García, A Terán-Bustamante, V González-Zelaya
Iberoamerican Journal of Science Measurement and Communication 4 (1), 1-10, 2024
22024
Fair and private data preprocessing through microaggregation
V González-Zelaya, J Salas, D Megías, P Missier
ACM Transactions on Knowledge Discovery from Data 18 (3), 1-24, 2023
12023
Preprocessing matters: Automated pipeline selection for fair classification
V González-Zelaya, J Salas, D Prangle, P Missier
International Conference on Modeling Decisions for Artificial Intelligence …, 2023
12023
¿ Por qué dos tigres no deben pelear a muerte? Una introducción al juego del go.
V González-Zelaya
Hospitalidad ESDAI, 2018
2018
Technologies for Trustworthy Machine Learning
E Toreini, M Aitken, KPL Coopamootoo, K Elliott, V Zelaya
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