Genetic Programming Bibliography entries for Frederico J J B Santos

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GP coauthors/coeditors: Davide Farinati, Leonardo Vanneschi, Mauro Castelli, Berfin Sakallioglu, Daniel Parra Rodriguez, Yuxin Qiu, Miguel Nicolau, Leonardo Trujillo, Jose Ignacio Hidalgo Perez, Ivo Goncalves, Andrea De Lorenzo, Luca Manzoni, Gloria Pietropolli, Jose Manuel Munoz Contreras, Damaris Hualinga, Alberto Tonda,

Genetic Programming Articles by Frederico J J B Santos

Genetic Programming conference papers by Frederico J J B Santos

  1. Davide Farinati and Frederico J. J. B. Santos and Leonardo Vanneschi and Mauro Castelli. NEVO-GSPT: Population-Based Neural Network Evolution Using Inflate and Deflate Operators. In Luca Manzoni and Sylvain Cussat-Blanc and Qi Chen editors, European Conference on Genetic Programming, EuroGP 2026, volume 16521, pages 241-258, Toulouse, 2026. Springer Nature. details

  2. Frederico J. J. B. Santos and Jose Munoz Contreras and Berfin Sakallioglu and Damaris Hualinga and Alberto Tonda and Leonardo Trujillo. Visualizing the Semantic Space Exploration of Ensemble Methods. In Nelishia Pillay and Gabriel Kronberger and Leonardo Trujillo and Ting Hu and Sebastian Rojas Gonzalez and Saul Calderon Ramirez and Stephan Winkler and Yazmin Maldonado and James McDermott and Jose Manuel Munoz Contreras and Giorgia Nadizar and Marcella Scoczynski Ribeiro Martins and Hirad Assimi and Mario Andres Munoz and Oliver Cuate and Daniel Hernandez and Yanan Sun and Edgar Galvan and Aniko Ekart and Nadarajen Veerapen editors, GECCO 2026 Companion: Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 229-232, San Jose, Costa Rica, 2026. Association for Computing Machinery. details

  3. Berfin Sakallioglu and Frederico J. J. B. Santos and Daniel Parra and Yuxin Qiu and Miguel Nicolau and Leonardo Trujillo and J. Ignacio Hidalgo. Combining Grammatical Evolution with LLM-based Local Search to Improve Interpretability. In Pablo Garcia-Sanchez and Josefa Diaz Alvarez and Aidan Murphy editors, 29th International Conference, EvoApplications 2026, volume 16525, pages 217-233, Toulouse, 2026. Springer. runner up best poster. details

  4. Frederico J. J. B. Santos and Andrea De Lorenzo and Luca Manzoni and Gloria Pietropolli. Learning the Particle Swarm Optimization Velocity Update via Genetic Programming. In Daniel Tauritz and John R. Woodward and Emma Hart editors, 15th Workshop on Evolutionary Computation for the Automated Design of Algorithms, pages 1966-1975, Malaga, Spain, 2025. Association for Computing Machinery. details

  5. Frederico J. J. B. Santos and Jose Manuel Munoz Contreras and Berfin Sakallioglu and Alberto Tonda and Leonardo Trujillo. SemanticViz: Analyzing Semantic Space Exploration of Ensemble Methods. In Giovanni Iacca and Giorgia Nadizar and Anil Yaman and Doina Bucur and Antonio Della Cioppa and Ting Hu and Eric Medvet and Sarah L. Thomson editors, Parallel Problem Solving from Nature - PPSN XIX - 19th International Conference, PPSN 2026, Trento, Italy, August 29 - September 2, 2026, Proceedings, Part IV, volume 16988, pages 200-216. details