Jesus
Cerquides
Scientific Researcher
Head of the Learning Systems Group
Learning Systems
(+34) 93 580 9570 ext.
431816
cerquide@iiia.csic.es
Research areas:
- Citizen Science
- Deep Learning
- Machine Learning
- Probabilistic Graphical Models
- Probabilistic Learning
- Causal Inference
- Combinatorial Optimisation
- Multiagent Systems
- Optimisation
- Swarn Computing
- Approximate Reasoning and Soft computing
Impact areas:
- Smart Cities
- Healthcare
- Transport / Automotive
- Industry
SDGs:
- GOAL 13: Climate Action
- SDGs: General
- GOAL 11: Sustainable Cities and Communities
- GOAL 03: Good Health and Well-being
- GOAL 06: Clean Water and Sanitation
- GOAL 09: Industry, Innovation & Infrastructure
2023
Carlo Bono,
Oguz Mulayim,
Cinzia Cappiello,
Mark James Carman,
Jesus Cerquides,
Jose Luis Fernandez Marquez,
Maria Rosa Mondardini,
Edoardo Ramalli,
& Barbara Pernici
(2023).
A Citizen Science Approach for Analyzing Social Media With Crowdsourcing.
IEEE Access, 11, 15329-15347.
https://doi.org/10.1109/ACCESS.2023.3243791.
[BibTeX]
[PDF]
2022
Fabio Murgese,
Gerard Alcaina,
Oguz Mulayim,
Jesus Cerquides,
& Jose Luis Fernandez Marquez
(2022).
Automatic Outdoor Image Geolocation with Focal Modulation Networks.
Atia Cortés, Francisco Grimaldo, & Tommaso Flaminio (Eds.),
Frontiers in Artificial Intelligence and Applications (pp 279--288).
IOS Press.
https://doi.org/10.3233/FAIA220349.
[BibTeX]
[PDF]
Georgios Athanasiou,
Jesus Cerquides,
Annelies Raes,
Nima Azari-Dolatabad,
Daniel Angel-Velez,
Ann Van Soom,
& Josep Lluis Arcos
(2022).
Detecting the Area of Bovine Cumulus Oocyte Complexes Using Deep Learning and Semantic Segmentation.
A. Cortés al. (Eds.),
Frontiers in Artificial Intelligence and Applications (pp 249-258).
IOS Press.
https://doi.org/10.3233/FAIA220346.
[BibTeX]
Borja Velasco,
Jesus Cerquides,
& Josep Lluis Arcos
(2022).
Hydranet: A Neural Network for the estimation of Multi-valued Treatment Effects.
NeurIPS 2022 Workshop on Causality for Real-world Impact
.
[BibTeX]
[PDF]
Borja Velasco,
Jose L Fernandez-Marquez,
Nerea Luqui,
Jesus Cerquides,
Josep Lluis Arcos,
Analia Fukelman,
& Josep Perelló
(2022).
Is the phase of the menstrual cycle relevant when getting the covid-19 vaccine?.
American Journal of Obstetrics & Gynecology.
[BibTeX]
[PDF]
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]
Nuria Correa,
Jesús Cerquides,
Josep Lluis Arcos,
& Rita Vassena
(2022).
Supporting first FSH dosage for ovarian stimulation with machine learning.
Reproductive Biomedicine Online.
https://doi.org/10.1016/j.rbmo.2022.06.010.
[BibTeX]
2021
Filippo Bistaffa,
Christian Blum,
Jesús Cerquides,
Alessandro Farinelli,
& Juan A. Rodríguez-Aguilar
(2021).
A Computational Approach to Quantify the Benefits of Ridesharing for Policy Makers and Travellers.
IEEE Transactions on Intelligent Transportation Systems, 22, 119-130.
https://doi.org/10.1109/TITS.2019.2954982.
[BibTeX]
[PDF]
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]
Jesus Cerquides
(2021).
A First Approach to Closeness Distributions.
Mathematics, 9.
https://doi.org/10.3390/math9233112.
[BibTeX]
[PDF]
Núria Correa,
Jesús Cerquides,
Josep Lluis Arcos,
& Rita Vassena
(2021).
Development and validation of an Artificial Intelligence algorithm that matches a clinician ability to select the best follitropin dose for ovarian stimulation.
Human Reproduction, 36.
https://doi.org/10.1093/humrep/deab130.636.
[BibTeX]
Borja Sánchez-López,
& Jesus Cerquides
(2021).
Dual Stochastic Natural Gradient Descent and convergence of interior half-space gradient approximations.
[BibTeX]
[PDF]
Jennifer Grau-Sánchez,
Emma Segura,
David Sanchez-Pinsach,
Preeti Raghavan,
Thomas F. Münte,
Anna Marie Palumbo,
Alan Turry,
Esther Duarte,
Särkämö Särkämö,
Jesus Cerquides,
Josep Lluis Arcos,
& Antoni Rodriguez-Fornells
(2021).
Enriched Music-supported Therapy for chronic stroke patients: a study protocol of a randomised controlled trial.
BMC Neurology, 21.
https://doi.org/10.1186/s12883-020-02019-1.
[BibTeX]
[PDF]
Núria Correa,
Rita Vassena,
Jesus Cerquides,
& Josep Lluis Arcos
(2021).
Limits of conventional Machine Learning methods to predict pregnancy and multiple pregnancy after embryo transfer.
Ada Valls, & Mateu Villaret (Eds.),
Frontiers in Artificial Intelligence and Applications (pp 245-253).
IOS Press.
[BibTeX]
Borja Sánchez-López,
& Jesus Cerquides
(2021).
On the Convergence of Stochastic Process Convergence Proofs.
Mathematics, 9.
https://doi.org/10.3390/math9131470.
[BibTeX]
[PDF]
Borja Sánchez-López,
& Jesus Cerquides
(2021).
On the Convergence of Stochastic Process Convergence Proofs.
Mathematics, 9.
https://doi.org/10.3390/math9131470.
[BibTeX]
[PDF]
Jon Perez,
Jose Luis Flores,
Christian Blum,
Jesus Cerquides,
& Alex Abuin
(2021).
Optimization Techniques and Formal Verification for the Software Design of Boolean Algebra Based Safety-Critical Systems.
IEEE Transactions on Industrial Informatics, 1-1.
https://doi.org/10.1109/TII.2021.3074394.
[BibTeX]
N. Corre Mañas,
F Rodríguez,
J Cerquides,
J L Arcos,
& R Vassena
(2021).
{P–637 Development and validation of an Artificial Intelligence algorithm that matches a clinician ability to select the best follitropin dose for ovarian stimulation}.
Human Reproduction, 36.
https://doi.org/10.1093/humrep/deab130.636.
[BibTeX]
Jesus Cerquides
(2021).
Parametrization invariant interpretation of priors and posteriors.
arXiv:2105.08304 [cs, math, stat].
https://doi.org/http://arxiv.org/abs/2105.08304.
[BibTeX]
Jesús Cerquides,
Juan A. Rodríguez-Aguilar,
Rémi Emonet,
& Gauthier Picard
(2021).
Solving Highly Cyclic Distributed Optimization Problems Without Busting the Bank: A Decimation-based Approach.
Logic Journal of the IGPL, 29, 72-95.
https://doi.org/10.1093/jigpal/jzaa069.
[BibTeX]
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