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Teaching Staff

Biography

Diogo graduated in Information Systems and Technologies from NOVA IMS and is currently pursuing a Master's degree in Data Science and Advanced Analytics at the same institution, with the aim of developing a thesis in Genetic Programming. He is interested in Programming, Machine Learning, and Optimization problems.

Scientific Publications

Carregosa, D., Moreira, I., Rasteiro, D., Vanneschi, L., & Nunes Dos Santos, C. (2026)

In silico prediction of the permeability of phytochemicals across the blood-brain barrier. Frontiers in Drug Discovery, 6, 1939611. https://doi.org/10.3389/fddsv.2026.1939611

Vanneschi, L., Farinati, D., Rasteiro, D., Rosenfeld, L., Pietropolli, G., & Silva, S. (2025)

Exploring Non-bloating Geometric Semantic Genetic Programming. In S. M. Winkler, W. Banzhaf, T. Hu, & A. Lalejini (Eds.), Genetic Programming Theory and Practice XXI (pp. 237-258). (Genetic and Evolutionary Computation). Springer Singapore. https://doi.org/10.1007/978-981-96-0077-9_12

Rosenfeld, L., Farinati, D., Rasteiro, D., Pietropolli, G., Rebuli, K. B., Silva, S., & Vanneschi, L. (2025)

Slim_gsgp: A Python Library for Non-Bloating GSGP. In G. Ochoa (Ed.), GECCO '25: Proceedings of the Genetic and Evolutionary Computation Conference (pp. 1026-1034). ACM - Association for Computing Machinery. https://doi.org/10.1145/3712256.3726398