Jeronimo
Hernandez-Gonzalez
Associated Unit Member
Associated Unit
Virtual Worlds, Visualisation and Artificial Intelligence Group - Universidad de Barcelona (UB)
Research areas:
- Machine Learning
- Probabilistic Graphical Models
- Probabilistic Learning
- Citizen Science
- Approximate Reasoning and Soft computing
- Optimisation
Impact areas:
- Healthcare
SDGs:
- GOAL 03: Good Health and Well-being
- GOAL 06: Clean Water and Sanitation
- GOAL 13: Climate Action
- SDGs: General
2022
Jerónimo Hernández-González,
Olga Valls,
Adrián Torres-Martín,
& Jesús Cerquides
(2022).
Modeling three sources of uncertainty in assisted reproductive technologies with probabilistic graphical models.
Computers in Biology and Medicine, 150, 106160.
https://doi.org/10.1016/j.compbiomed.2022.106160.
[BibTeX]
[PDF]
2021
Jesus Cerquides,
Oguz Mulayim,
Jeronimo Hernandez-Gonzalez,
Amudha Ravi Shankar,
& Jose Luis Fernandez Marquez
(2021).
A Conceptual Probabilistic Framework for Annotation Aggregation of Citizen Science Data.
Mathematics, 9.
https://doi.org/10.3390/math9080875.
[BibTeX]
[PDF]
Adri{\'{a}}n Torres{-}Mart{í}n,
Jer{\'{o}}nimo Hern{\'{a}}ndez{-}Gonz{\'{a}}lez,
& Jes{\'{u}}s Cerquides
(2021).
Validation on Real Data of an Extended Embryo-Uterine Probabilistic Graphical Model for Embryo Selection.
Mateu Villaret, Teresa Alsinet, C{\\`{e}}sar Fern{\\'{a}}ndez, & A{\\"{\\i}}da Valls (Eds.),
Artificial Intelligence Research and Development - Proceedings of the 23rd International Conference of the Catalan Association for Artificial Intelligence, {CCIA}2021, Virtual Event, 20-22 October, 2021
(pp. 225--234).
{IOS}Press.
https://doi.org/10.3233/FAIA210139.
[BibTeX]
[PDF]
2020
Jerónimo Hernández-González,
& Jesús Cerquides
(2020).
A Robust Solution to Variational Importance Sampling of Minimum Variance.
Entropy, 22, 1405.
https://doi.org/10.3390/e22121405.
[BibTeX]
[PDF]