Person

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]

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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