Sistemes d'aprenentatge

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]

N Correa Mañas, J Cerquides, J L Arcos, R Vassena, & M Popovic (2023). {A clinically robust machine learning model for selecting the first FSH dose during controlled ovarian hyperstimulation: incorporating clinical knowledge to the learning process}. Human Reproduction, 38, dead093.226. https://doi.org/10.1093/humrep/dead093.226. [BibTeX] [PDF]

Bjoern Komander, Jesus Cerquides, & Jaume Piera (2023). Developing and Validating Tools for the Automated Analysis and Enhancement of Online Discussions. HHAI 2023: Augmenting Human Intellect (pp 433--435). IOS Press. [BibTeX] [PDF]

Hafiz Budi Firmansyah, Jose Luis Fernandez-Marquez, Jesus Cerquides, Valerio Lorini, Carlo Alberto Bono, & Barbara Pernici (2023). Enhancing Disaster Response with Automated Text Information Extraction from Social Media Images. 2023 IEEE Ninth International Conference on Big Data Computing Service and Applications (BigDataService) (pp. 71--78). [BibTeX]

Georgios Athanasiou, Josep Lluis Arcos, & Jesus Cerquides (2023). Enhancing Medical Image Segmentation: Ground Truth Optimization through Evaluating Uncertainty in Expert Annotations. Mathematics, 11. https://doi.org/10.3390/math11173771. [BibTeX] [PDF]

Carlo Bono, Oguz Mulayim, & Barbara Pernici (2023). Learning Early Detection of Emergencies from Word Usage Patterns on Social Media. Terje Gjøsæter, Jaziar Radianti, & Yuko Murayama (Eds.), Information Technology in Disaster Risk Reduction (pp. 308--323). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-34207-3_20. [BibTeX] [PDF]

A. Raes, N. Azari-Dolatabad, G. Athanasiou, J.L. Arcos, J. Cerquides, G. Opsomer, K. Smits, D. Angel-Velez, & A. {Van Soom} (2023). Measuring cumulus expansion of bovine cumulus-oocyte complexes: comparing the reliability of three methods. Animal - science proceedings, 14, 449-450. https://doi.org/10.1016/j.anscip.2023.03.032. [BibTeX] [PDF]

Becky White, Arnault Gombert, Tim Nguyen, Brian Yau, Atsuyoshi Ishizumi, Laura Kirchner, Alicia Leon, Harry Wilson, Giovanna Jaramillo-Gutierrez, Jesus Cerquides, & others (2023). Using artificial intelligence to inform infodemic insights: The development of the who ears platform. APHA 2023 Annual Meeting and Expo . [BibTeX]

Becky K White, Arnault Gombert, Tim Nguyen, Brian Yau, Atsuyoshi Ishizumi, Laura Kirchner, Alicia León, Harry Wilson, Giovanna Jaramillo-Gutierrez, Jesus Cerquides, Marcelo D'Agostino, Cristiana Salvi, Ravi Shankar Sreenath, Kimberly Rambaud, Dalia Samhouri, Sylvie Briand, & Tina D Purnat (2023). Using Machine Learning Technology (Early Artificial Intelligence--Supported Response With Social Listening Platform) to Enhance Digital Social Understanding for the COVID-19 Infodemic: Development and Implementation Study. JMIR Infodemiology, 3, e47317. https://doi.org/10.2196/47317. [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]

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