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Understanding Residential Address Patterns in Urban and Rural Areas

Cruz, Paula; Vanneschi, Leonardo; Painho, Marco

Cruz, P., Vanneschi, L., & Painho, M. (2025). Understanding Residential Address Patterns in Urban and Rural Areas: A Machine Learning Approach. Transactions in GIS, 29(1), 1-17. Article e70003. https://doi.org/10.1111/tgis.70003 --- 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...


Effective reduction of unnecessary biopsies through a deep-learning-assisted ag...

ProCAncer-I Consortium; Rodrigues, Nuno M.; Almeida, José Guilherme de; Verde, Ana Sofia Castro; Gaivão, Ana Mascarenhas; Bireiro, Carlos

ProCAncer-I Consortium, Rodrigues, N. M., Almeida, J. G. D., Verde, A. S. C., Gaivão, A. M., Bireiro, C., Santiago, I., Ip, J., Belião, S., Matos, C., Vanneschi, L., Tsiknakis, M., Marias, K., Regge, D., Silva, S., & Papanikolaou, N. (2025). Effective reduction of unnecessary biopsies through a deep-learning-assisted aggressive prostate cancer detector. Scientific Reports, 15, 1-15. Article 15211. https://doi.o...


A Survey on Batch Training in Genetic Programming

Rosenfeld, Liah; Vanneschi, Leonardo

Rosenfeld, L., & Vanneschi, L. (2025). A Survey on Batch Training in Genetic Programming. Genetic Programming And Evolvable Machines, 26, 1-28. Article 2. https://doi.org/10.1007/s10710-024-09501-6 --- Open access funding provided by FCT|FCCN (b-on). 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 Ges...


Introducing Crossover in SLIM-GSGP

Pietropolli, Gloria; Farinati, Davide; Manzoni, Luca; Castelli, Mauro; Silva, Sara; Vanneschi, Leonardo

Pietropolli, 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://...


Exploring the Impact of Data Scale on Mutation Step Size in SLIM-GSGP

Farinati, Davide; Pietropolli, Gloria; Vanneschi, Leonardo

Farinati, D., Pietropolli, G., & Vanneschi, L. (2025). Exploring the Impact of Data Scale on Mutation Step Size 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. 35-51). (Lecture Notes in Computer Science; Vol. 15609). Springer Nature Switzerland AG. https://doi.o...


Exploring the Integration of Cellular Structures in Genetic Programming-Based M...

Rovito, Luigi; Bonin, Lorenzo; Farinati, Davide; Vanneschi, Leonardo; Manzoni, Luca; De Lorenzo, Andrea; Pietropolli, Gloria

Rovito, L., Bonin, L., Farinati, D., Vanneschi, L., Manzoni, L., De Lorenzo, A., & Pietropolli, G. (2025). Exploring the Integration of Cellular Structures in Genetic Programming-Based Methods. 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. 120-138). (Lecture Notes in Comput...


Corrigendum to “Analysis of domain shift in whole prostate gland, zonal and les...

ProCAncer-I Consortium; Rodrigues, Nuno Miguel; de Almeida, José Guilherme; Castro Verde, Ana Sofia; Gaivão, Ana Mascarenhas; Bilreiro, Carlos

ProCAncer-I Consortium, Rodrigues, N. M., de Almeida, J. G., Castro Verde, A. S., Gaivão, A. M., Bilreiro, C., Santiago, I., Ip, J., Belião, S., Moreno, R., Matos, C., Vanneschi, L., Tsiknakis, M., Marias, K., Regge, D., Silva, S., & Papanikolaou, N. (2024). Corrigendum to “Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data” [Com...


MagIC

Oliveira, Tiago; Vanneschi, Leonardo

Oliveira, T., & Vanneschi, L. (2024). MagIC: Information Management Research Center Report 2018-2023. Instituto Superior de Estatística e Gestão de Informação da Universidade Nova de Lisboa. NOVA Information Management School (NOVA IMS). https://doi.org/10.34619/modo-uykn --- This work is supported by national funds through FCT - Fundação para a Ciência e a Tecnologia, I.P., under the project UIDB/04152/2020 - ...


Analysis of domain shift in whole prostate gland, zonal and lesions segmentatio...

ProCAncer-I Consortium; Rodrigues, Nuno Miguel; Almeida, José Guilherme de; Verde, Ana Sofia Castro; Gaivão, Ana Mascarenhas; Bilreiro, Carlos

Rodrigues, N. M., Almeida, J. G. D., Verde, A. S. C., Gaivão, A. M., Bilreiro, C., Santiago, I., Ip, J., Belião, S., Moreno, R., Matos, C., Vanneschi, L., Tsiknakis, M., Marias, K., Regge, D., Silva, S., & Papanikolaou, N. (2024). Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data. Computers in Biology and Medicine, 171, 1-22. Ar...


Exploring SLUG

Rodrigues, Nuno M.; Batista, João E.; La Cava, William; Vanneschi, Leonardo; Silva, Sara

Rodrigues, N. M., Batista, J. E., La Cava, W., Vanneschi, L., & Silva, S. (2024). Exploring SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming. SN Computer Science, 5(1), 1-17. [91]. https://doi.org/10.1007/s42979-023-02106-3 --- Open access funding provided by FCT|FCCN (b-on). This work was partially supported by the FCT, Portugal, through funding of the LASIGE Research Unit (UIDB/00408/2...


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