Leonardo Vanneschi
AuthID: R-001-Q26
11
TITLE: Slim_gsgp: A Python Library for Non-Bloating GSGP
AUTHORS: Rosenfeld, Liah; Farinati, Davide; Rasteiro, Diogo; Pietropolli, Gloria; Rebuli, Karina Brotto; Silva, Sara; Vanneschi, Leonardo;
PUBLISHED: 2025, SOURCE: 2025 Genetic and Evolutionary Computation Conference Companion-GECCO in PROCEEDINGS OF THE 2025 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, GECCO 2025
AUTHORS: Rosenfeld, Liah; Farinati, Davide; Rasteiro, Diogo; Pietropolli, Gloria; Rebuli, Karina Brotto; Silva, Sara; Vanneschi, Leonardo;
PUBLISHED: 2025, SOURCE: 2025 Genetic and Evolutionary Computation Conference Companion-GECCO in PROCEEDINGS OF THE 2025 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, GECCO 2025
12
TITLE: An Empirical Study on the Feature Selection Ability of SLIM-GSGP
AUTHORS: Farinati, Davide; Vanneschi, Leonardo;
PUBLISHED: 2025, SOURCE: 2025 Genetic and Evolutionary Computation Conference Companion-GECCO in PROCEEDINGS OF THE 2025 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2025 COMPANION
AUTHORS: Farinati, Davide; Vanneschi, Leonardo;
PUBLISHED: 2025, SOURCE: 2025 Genetic and Evolutionary Computation Conference Companion-GECCO in PROCEEDINGS OF THE 2025 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2025 COMPANION
13
TITLE: A Study on the Dynamics and Effectiveness of the Deflate Geometric Semantic Mutation
AUTHORS: Davide Farinati; Gloria Pietropolli; Leonardo Vanneschi;
PUBLISHED: 2025, SOURCE: IEEE Transactions on Evolutionary Computation
AUTHORS: Davide Farinati; Gloria Pietropolli; Leonardo Vanneschi;
PUBLISHED: 2025, SOURCE: IEEE Transactions on Evolutionary Computation
14
TITLE: Controlling Functional Complexity for Overfitting Reduction and Improved Interpretability in GP
AUTHORS: Sara Silva; Ines Magessi; Leonardo Vanneschi;
PUBLISHED: 2025, SOURCE: IEEE Transactions on Evolutionary Computation
AUTHORS: Sara Silva; Ines Magessi; Leonardo Vanneschi;
PUBLISHED: 2025, SOURCE: IEEE Transactions on Evolutionary Computation
15
TITLE: Semantic-based recombination and mutation in cellular-inspired genetic programming Full Text
AUTHORS: Rovito, Luigi; Bonin, Lorenzo; Farinati, Davide; Vanneschi, Leonardo; Manzoni, Luca; De Lorenzo, Andrea; Pietropolli, Gloria;
PUBLISHED: 2025, SOURCE: GENETIC PROGRAMMING AND EVOLVABLE MACHINES, VOLUME: 26, ISSUE: 2
AUTHORS: Rovito, Luigi; Bonin, Lorenzo; Farinati, Davide; Vanneschi, Leonardo; Manzoni, Luca; De Lorenzo, Andrea; Pietropolli, Gloria;
PUBLISHED: 2025, SOURCE: GENETIC PROGRAMMING AND EVOLVABLE MACHINES, VOLUME: 26, ISSUE: 2
16
TITLE: Delta Rule and Backpropagation
AUTHORS: Leonardo Vanneschi; Mauro Castelli;
PUBLISHED: 2025, SOURCE: Encyclopedia of Bioinformatics and Computational Biology
AUTHORS: Leonardo Vanneschi; Mauro Castelli;
PUBLISHED: 2025, SOURCE: Encyclopedia of Bioinformatics and Computational Biology
INDEXED IN: 
Scopus
Scopus17
TITLE: Multilayer Perceptrons
AUTHORS: Leonardo Vanneschi; Mauro Castelli;
PUBLISHED: 2025, SOURCE: Encyclopedia of Bioinformatics and Computational Biology
AUTHORS: Leonardo Vanneschi; Mauro Castelli;
PUBLISHED: 2025, SOURCE: Encyclopedia of Bioinformatics and Computational Biology
INDEXED IN: Scopus
Scopus18
TITLE: Exploring SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming
AUTHORS: Nuno Rodrigues; João Batista; William La Cava; Leonardo Vanneschi; Sara Silva;
PUBLISHED: 2024, SOURCE: SN Computer Science, VOLUME: 5, ISSUE: 1
AUTHORS: Nuno Rodrigues; João Batista; William La Cava; Leonardo Vanneschi; Sara Silva;
PUBLISHED: 2024, SOURCE: SN Computer Science, VOLUME: 5, ISSUE: 1
INDEXED IN: Scopus
Scopus IN MY: 
ORCID
ORCID19
TITLE: Geometric semantic genetic programming with normalized and standardized random programs
AUTHORS: Bakurov, Illya; Munoz Contreras, Jose Manuel; Castelli, Mauro; Rodrigues, Nuno; Silva, Sara; Trujillo, Leonardo; Vanneschi, Leonardo;
PUBLISHED: 2024, SOURCE: GENETIC PROGRAMMING AND EVOLVABLE MACHINES, VOLUME: 25, ISSUE: 1
AUTHORS: Bakurov, Illya; Munoz Contreras, Jose Manuel; Castelli, Mauro; Rodrigues, Nuno; Silva, Sara; Trujillo, Leonardo; Vanneschi, Leonardo;
PUBLISHED: 2024, SOURCE: GENETIC PROGRAMMING AND EVOLVABLE MACHINES, VOLUME: 25, ISSUE: 1
20
TITLE: Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data
AUTHORS: Nuno Miguel Rodrigues; José Guilherme de Almeida; Ana Sofia Castro Verde; Ana Mascarenhas Gaivão; Carlos Bilreiro; Inês Santiago; Joana Ip; Sara Belião; Raquel Moreno; Celso Matos; Leonardo Vanneschi; Manolis Tsiknakis; Kostas Marias; Daniele Regge; Sara Silva; Nickolas Papanikolaou;
PUBLISHED: 2024, SOURCE: Computers in Biology and Medicine, VOLUME: 171
AUTHORS: Nuno Miguel Rodrigues; José Guilherme de Almeida; Ana Sofia Castro Verde; Ana Mascarenhas Gaivão; Carlos Bilreiro; Inês Santiago; Joana Ip; Sara Belião; Raquel Moreno; Celso Matos; Leonardo Vanneschi; Manolis Tsiknakis; Kostas Marias; Daniele Regge; Sara Silva; Nickolas Papanikolaou;
PUBLISHED: 2024, SOURCE: Computers in Biology and Medicine, VOLUME: 171
