Leonardo Vanneschi
AuthID: R-001-Q26
11
TITLE: An Empirical Study of GM4OS for Imbalanced Binary Classification
AUTHORS: Davide Farinati; Leonardo Vanneschi;
PUBLISHED: 2025, SOURCE: SN Computer Science, VOLUME: 6, ISSUE: 5
AUTHORS: Davide Farinati; Leonardo Vanneschi;
PUBLISHED: 2025, SOURCE: SN Computer Science, VOLUME: 6, ISSUE: 5
12
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
13
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
14
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
15
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
16
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
17
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
18
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
19
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
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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
