Genetic Programming Bibliography entries for Luigi Rovito

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GP coauthors/coeditors: Lorenzo Bonin, Andrea De Lorenzo, Luca Manzoni, Giorgia Nadizar, Eric Medvet, Marco Virgolin, Giovanni Pinna, Damiano Ravalico, Davide Farinati, Leonardo Vanneschi, Gloria Pietropolli, Paolo Diviacco, Rodrigo Jose Carbajales, Lorenzo Grio, Alessandro Busato, Mihai Burca, Alberto Viola, Tommaso Padoan, Alex Rodriguez, Teresa Tonelli, Gianpiero Cossarini,

Genetic Programming Articles by Luigi Rovito

  1. Teresa Tonelli and Gloria Pietropolli and Luigi Rovito and Luca Manzoni and Gianpiero Cossarini. An interpretable machine learning approach for alkalinity reconstruction in the Mediterranean Sea. Applied Computing and Geosciences, 30:100345, 2026. details

  2. Luigi Rovito and Paolo Diviacco and Rodrigo Jose Carbajales and Lorenzo Grio and Alessandro Busato and Mihai Burca and Alberto Viola and Andrea De Lorenzo and Luca Manzoni and Tommaso Padoan and Alex Rodriguez. Machine learning and symbolic regression for interpretable PM10 estimation in urban air quality monitoring. Discover Artificial Intelligence, 6:article number 612, 2026. details

  3. Luigi Rovito and Lorenzo Bonin and Davide Farinati and Leonardo Vanneschi and Luca Manzoni and Andrea De Lorenzo and Gloria Pietropolli. Semantic-based recombination and mutation in cellular-inspired genetic programming. Genetic Programming and Evolvable Machines, 26:Article no 27, 2025. Online first. details

  4. Giovanni Pinna and Damiano Ravalico and Luigi Rovito and Luca Manzoni and Andrea De Lorenzo. Exploring the Effect of Genetic Improvement for Large Language Models-Generated Code. SN Computer Science, 6(7):760, 2025. details

  5. Giorgia Nadizar and Luigi Rovito and Andrea De Lorenzo and Eric Medvet and Marco Virgolin. An Analysis of the Ingredients for Learning Interpretable Symbolic Regression Models with Human-in-the-loop and Genetic Programming. ACM Transactions on Evolutionary Learning and Optimization, 4(1) 2024. 17000th GP entry. details

  6. Lorenzo Bonin and Luigi Rovito and Andrea De Lorenzo and Luca Manzoni. Cellular geometric semantic genetic programming. Genetic Programming and Evolvable Machines, 25:Article no: 8, 2024. Online first. details

  7. Luigi Rovito and Andrea De Lorenzo and Luca Manzoni. Discovering Non-Linear Boolean Functions by Evolving Walsh Transforms with Genetic Programming. Algorithms, 16(11):Article No. 499, 2023. details

  8. Luigi Rovito and Lorenzo Bonin and Luca Manzoni and Andrea De Lorenzo. An Evolutionary Computation Approach for Twitter Bot Detection. Applied Sciences, 12(12):Article No. 5915, 2022. Special Issue Genetic Programming, Theory, Methods and Applications. details

Genetic Programming PhD doctoral thesis Luigi Rovito

Genetic Programming conference papers by Luigi Rovito

  1. Luigi Rovito and Marco Virgolin. Interpretable Non-linear Survival Analysis with Evolutionary Symbolic Regression. In Ryan Urbanowicz and Will N. Browne editors, Proceedings of the 2025 Genetic and Evolutionary Computation Conference, pages 453-462, Malaga, Spain, 2025. Association for Computing Machinery. details

  2. Luigi Rovito and Lorenzo Bonin and Davide Farinati and Leonardo Vanneschi and Luca Manzoni and Andrea De Lorenzo and Gloria Pietropolli. Exploring the Integration of Cellular Structures in Genetic Programming-based Methods. In Bing Xue and Luca Manzoni and Illya Bakurov editors, European Conference on Genetic Programming, EuroGP 2025, volume 15609, pages 120-138, Trieste, 2025. Springer Nature. details

  3. Giovanni Pinna and Damiano Ravalico and Luigi Rovito and Luca Manzoni and Andrea De Lorenzo. Improving LLM-Generated Code via Genetic Improvement: A Summary of Recent Advances. In Luca Manzoni and Luca Bortolussi and Giulia Cisotto and Fabio Anselmi editors, Ital-IA 2025: 5th National Conference on Artificial Intelligence: Thematic Workshop on Generative AI, volume 4121, Trieste, 2025. CEUR. details

  4. Giovanni Pinna and Damiano Ravalico and Luigi Rovito and Luca Manzoni and Andrea De Lorenzo. Enhancing Large Language Models-Based Code Generation by Leveraging Genetic Improvement. In Mario Giacobini and Bing Xue and Luca Manzoni editors, EuroGP 2024: Proceedings of the 27th European Conference on Genetic Programming, volume 14631, pages 108-124, Aberystwyth, 2024. Springer. details

  5. Luigi Rovito and Andrea De Lorenzo and Luca Manzoni. Evolution of Walsh Transforms with Genetic Programming. In Sara Silva and Luis Paquete and Leonardo Vanneschi and Nuno Lourenco and Ales Zamuda and Ahmed Kheiri and Arnaud Liefooghe and Bing Xue and Ying Bi and Nelishia Pillay and Irene Moser and Arthur Guijt and Jessica Catarino and Pablo Garcia-Sanchez and Leonardo Trujillo and Carla Silva and Nadarajen Veerapen editors, GECCO 2023 Student Workshop, pages 2386-2389, Lisbon, Portugal, 2023. Association for Computing Machinery. details