Encontrados 153 documentos, a visualizar página 1 de 16
Deep Learning-Based Object Detection Algorithms in Medical Imaging
Albuquerque, Carina; Henriques, Roberto; Castelli, MauroAlbuquerque, C., Henriques, R., & Castelli, M. (2025). Deep Learning-Based Object Detection Algorithms in Medical Imaging: Systematic Review. Heliyon, 11(1), 1-23. Article e41137. https://doi.org/10.1016/j.heliyon.2024.e41137 ---This work was supported by national funds through FCT (Fundação para a Ciência e a Tecnologia), under the project - UIDB/04152/2020 - Centro de Investigação em Gestão de Informação (Mag...
A Genetic Algorithm Framework for Jailbreaking Large Language Models [poster]
Bonin, Lorenzo; Cusin, Lorenzo; De Lorenzo, Andrea; Castelli, Mauro; Manzoni, LucaBonin, L., Cusin, L., De Lorenzo, A., Castelli, M., & Manzoni, L. (2025). A Genetic Algorithm Framework for Jailbreaking Large Language Models [poster]. In G. Ochoa (Ed.), GECCO '25 Companion: Proceedings of the Genetic and Evolutionary Computation Conference Companion (pp. 779-782). ACM - Association for Computing Machinery. https://doi.org/10.1145/3712255.3726687 --- This work was supported by national funds ...
Drivers of academic achievement in high school
Beatriz-Afonso, Ana; Cruz-Jesus, Frederico; Nunes, Catarina; Castelli, Mauro; Oliveira, Tiago; Castro, Luísa Canto eBeatriz-Afonso, A., Cruz-Jesus, F., Nunes, C., Castelli, M., Oliveira, T., & Castro, L. C. E. (2025). Drivers of academic achievement in high school: Assessing the impact of COVID-19 using machine learning techniques. Educational Technology and Society, 28(2), 148-168. https://doi.org/10.30191/ETS.202504_28(2).RP09 --- This work was supported by national funds through FCT (Fundação para a Ciência e Tecnologia),...
Introducing Crossover in SLIM-GSGP
Pietropolli, Gloria; Farinati, Davide; Manzoni, Luca; Castelli, Mauro; Silva, Sara; Vanneschi, LeonardoPietropolli, G., Farinati, D., Manzoni, L., Castelli, M., Silva, S., & Vanneschi, L. (2025). Introducing Crossover in SLIM-GSGP. In B. Xue, L. Manzoni, & I. Bakurov (Eds.), Genetic Programming: 28th European Conference, EuroGP 2025, Held as Part of EvoStar 2025, Trieste, Italy, April 23–25, 2025, Proceedings (pp. 103-119). (Lecture Notes in Computer Science; Vol. 15609). Springer Nature Switzerland AG. https://...
Defining Aerial Camera Pose and Solving Scale Ambiguities for Features’ Positio...
Tonini, Andrea; Castelli, Mauro; Pelizzari, Francesco; Painho, MarcoTonini, A., Castelli, M., Pelizzari, F., & Painho, M. (2025). Defining Aerial Camera Pose and Solving Scale Ambiguities for Features’ Positioning and Dimensioning. IEEE Sensors Journal, 25(12), 22783-22792. https://doi.org/10.1109/JSEN.2025.3565597 --- This work was supported by national funds through FCT (Fundação para a Ciência e a Tecnologia), under the project - UIDB/04152/2020 - Centro de Investigação em G...
Towards Sustainable Energy
Almeida, Fernando; Castelli, Mauro; Côrte-Real, NadineAlmeida, F., Castelli, M., & Côrte-Real, N. (2025). Towards Sustainable Energy: Predictive Models for Space Heating Consumption at the European Central Bank. Environments, 12(4), 1-28. Article 131. https://doi.org/10.3390/environments12040131 --- This work was supported by national funds through FCT (Fundação para a Ciência e a Tecnologia), under the project—UIDB/04152/2020 (DOI: 10.54499/UIDB/04152/2020)—Centr...
Optimizing Space Heating in Buildings
Almeida, Fernando; Castelli, Mauro; Côrte-Real, Nadine; Manzoni, LucaAlmeida, F., Castelli, M., Côrte-Real, N., & Manzoni, L. (2025). Optimizing Space Heating in Buildings: A Deep Learning Approach for Energy Efficiency. Energies, 18(10), Article 2471. https://doi.org/10.3390/en18102471 --- This work was funded by the European Union under NextGenerationEU. Ecosystem INEST Interconnected Nord-Est Innovation; PNRR Mission 4, Component 2, Investment 1.5, Views and opinions expresse...
Redefining text-to-SQL metrics by incorporating semantic and structural similarity
Pinna, Giovanni; Perezhohin, Yuriy; Manzoni, Luca; Castelli, Mauro; De Lorenzo, AndreaPinna, G., Perezhohin, Y., Manzoni, L., Castelli, M., & De Lorenzo, A. (2025). Redefining text-to-SQL metrics by incorporating semantic and structural similarity. Scientific Reports, 15, Article 22357. https://doi.org/10.1038/s41598-025-04890-9 --- This work was supported by national funds through FCT (Fundação para a Ciência e a Tecnologia), under the project UIDB/04152 - Centro de Investigação em Gestão de In...
A Transformer-Based Model for the Automatic Detection of Administrative Burdens...
Costa, Victor; Castelli, Mauro; Coelho, Pedro SimõesCosta, V., Castelli, M., & Coelho, P. S. (2025). A Transformer-Based Model for the Automatic Detection of Administrative Burdens in Transposed Legislative Documents. Technologies, 13(4), 1-25. Article 134. https://doi.org/10.3390/technologies13040134 --- This work was supported by national funds through FCT (Fundação para a Ciência e a Tecnologia), under the project-UIDB/04152/2020 (DOI: 10.54499/UIDB/04152/202...
Predicting housing price, housing density, and green area coverage from combine...
Oliveira, Ana Beatriz de Figueiredo; Castelli, Mauro; Suel, EsraOliveira, A. B. D. F., Castelli, M., & Suel, E. (2025). Predicting housing price, housing density, and green area coverage from combined satellite and street view imagery using deep learning. Discover Cities, 2, Article 66. https://doi.org/10.1007/s44327-025-00109-8 --- This work was supported by national funds through FCT (Fundação para a Ciência e a Tecnologia), under the project - UIDB/04152 - Centro de Inve...