Davide Farinati

According to our database, Davide Farinati authored at least 14 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

SLIM: the non-bloating genetic programming with geometric semantic mutations and meaningful semantic crossover.

Leonardo Vanneschi, Sofia Pereira, Davide Farinati

Genet. Program. Evolvable Mach., June, 2026

Revisiting SLIM: Improved Learning Dynamics and Model Compactness in Symbolic Regression.

Gorka Silva, Lachlan Stewart, Illya Bakurov, Mauro Castelli, Davide Farinati, Jose Manuel Muñoz Contreras, Leonardo Trujillio, Leonardo Vanneschi

Proceedings of the Genetic Programming - 29th European Conference, 2026

NEVO-GSPT: Population-Based Neural Network Evolution Using Inflate and Deflate Operators.

Davide Farinati, Frederico J. J. B. Santos, Leonardo Vanneschi, Mauro Castelli

Proceedings of the Genetic Programming - 29th European Conference, 2026

2025

Semantic-based recombination and mutation in cellular-inspired genetic programming.

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

Genet. Program. Evolvable Mach., December, 2025

An Empirical Study of GM4OS for Imbalanced Binary Classification.

Davide Farinati, Leonardo Vanneschi

SN Comput. Sci., June, 2025

Slim_gsgp: A Python Library for Non-Bloating GSGP.

Liah Rosenfeld, Davide Farinati, Diogo Rasteiro, Gloria Pietropolli, Karina Brotto Rebuli, Sara Silva, Leonardo Vanneschi

Proceedings of the Genetic and Evolutionary Computation Conference, 2025

An empirical study on the feature selection ability of SLIM-GSGP.

Davide Farinati, Leonardo Vanneschi

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025

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

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

Proceedings of the Genetic Programming - 28th European Conference, 2025

Introducing Crossover in SLIM-GSGP.

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

Proceedings of the Genetic Programming - 28th European Conference, 2025

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

Davide Farinati, Gloria Pietropolli, Leonardo Vanneschi

Proceedings of the Genetic Programming - 28th European Conference, 2025

2024

A survey on dynamic populations in bio-inspired algorithms.

Davide Farinati, Leonardo Vanneschi

Genet. Program. Evolvable Mach., December, 2024

GM4OS: An Evolutionary Oversampling Approach for Imbalanced Binary Classification Tasks.

Davide Farinati, Leonardo Vanneschi

Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024

2023

A study of dynamic populations in geometric semantic genetic programming.

Davide Farinati, Illya Bakurov, Leonardo Vanneschi

Inf. Sci., November, 2023

Simplifying Fitness Landscapes Using Dilation Functions Evolved With Genetic Programming.

Daniele M. Papetti, Andrea Tangherloni, Davide Farinati, Paolo Cazzaniga, Leonardo Vanneschi

IEEE Comput. Intell. Mag., February, 2023