Learning Systems

In Press

Carlo Bono, Oguz Mulayim, & Barbara Pernici (In Press). Learning early detection of emergencies from word usage patterns on social media. Proceedings of ITDRR 2022, Kristiansand, Norway . [BibTeX] [PDF]

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]

Dimitra Bourou, Marco Schorlemmer, & Enric Plaza (2022). Embodied Sense-Making of Diagrams as Conceptual Blending with Image Schemas. Maria M. Hedblom, & Oliver Kutz (Eds.), Proceedings of the Sixth Image Schema Day, Jönköping, Sweden, March 24-25th, 2022 . CEUR-WS.org. [BibTeX] [PDF]

Dimitra Bourou, Marco Schorlemmer, & Enric Plaza (2022). Euler vs Hasse Diagrams for Reasoning About Sets: A Cognitive Approach. Valeria Giardino, Sven Linker, Richard Burns, Francesco Bellucci, Jean-Michel Boucheix, & Petrucio Viana (Eds.), Diagrammatic Representation and Inference - 13th International Conference, Diagrams 2022, Rome, Italy, September 14-16, 2022, Proceedings (pp. 151--167). Springer. https://doi.org/10.1007/978-3-031-15146-0_13. [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]

Carlo Bono, Barbara Pernici, Jose Luis Fernandez Marquez, Amudha Ravi Shankar, Oguz Mulayim, & Edoardo Nemni (2022). TriggerCit: Early Flood Alerting using Twitter and Geolocation - a comparison with alternative sources. Rob Grace, & Hossein Baharmand (Eds.), ISCRAM 2022 Conference Proceedings – 19th International Conference on Information Systems for Crisis Response and Management (pp. 674--686). [BibTeX] [PDF]

2021

Dimitra Bourou, Marco Schorlemmer, & Enric Plaza (2021). A Cognitively-Inspired Model for Making Sense of Hasse Diagrams. Proc. of the 23rd International Conference of the Catalan Association for Artificial Intelligence (CCIA 2021), October 20-22, Lleida, Catalonia, Spain . [BibTeX]

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]

Marco Schorlemmer, & Enric Plaza (2021). A Uniform Model of Computational Conceptual Blending. Cognitive Systems Research, 65, 118--137. https://doi.org/10.1016/j.cogsys.2020.10.003. [BibTeX] [PDF]

Emma Segura, Jennifer Grau-Sánchez, David Sanchez-Pinsach, Myriam De-la-Cruz, Esther Duarte, Josep Lluis Arcos, & Antoni Rodríguez-Fornells (2021). Designing an app for home-based enriched Music-supported Therapy in the rehabilitation of patients with chronic stroke: a pilot feasibility study. Brain Injury, 35, 1585-1597. https://doi.org/10.1080/02699052.2021.1975819. [BibTeX]

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]

Eva Armengol, & Àngel García-Cerda{\~{n}}a (2021). Discovering abstentionist profiles in 2015 Catalan elections. Journal of Ambient Intelligence and Humanized Computing. https://doi.org/10.1007/s12652-021-03123-x. [BibTeX] [PDF]

Borja Sánchez-López, & Jesus Cerquides (2021). Dual Stochastic Natural Gradient Descent and convergence of interior half-space gradient approximations. [BibTeX] [PDF]

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