An initialization technique for geometric semantic GP based on demes evolution and despeciation. - Leonardo Vanneschi; Illya Bakurov; Mauro Castelli (CEC, 2017)

Non-photorealistic Rendering with Cartesian Genetic Programming Using Graphics Processing Units. - Illya Bakurov; Brian J. Ross (EvoMUSART, 2018)

Evolving PSO algorithm design in vector fields using geometric semantic GP. - Palina Bartashevich; Illya Bakurov; Sanaz Mostaghim; Leonardo Vanneschi (GECCO (Companion), 2018)

EDDA-V2 - An Improvement of the Evolutionary Demes Despeciation Algorithm. - Illya Bakurov; Leonardo Vanneschi; Mauro Castelli; Francesco Fontanella (PPSN (1), 2018)

PSO-Based Search Rules for Aerial Swarms Against Unexplored Vector Fields via Genetic Programming. - Palina Bartashevich; Illya Bakurov; Sanaz Mostaghim; Leonardo Vanneschi (PPSN (1), 2018)

A Vectorial Approach to Genetic Programming. - Irene Azzali; Leonardo Vanneschi; Sara Silva; Illya Bakurov; Mario Giacobini (EuroGP, 2019)

Supporting Medical Decisions for Treating Rare Diseases Through Genetic Programming. - Illya Bakurov; Mauro Castelli; Leonardo Vanneschi; Maria João Freitas (EvoApplications, 2019)

A Regression-like Classification System for Geometric Semantic Genetic Programming. - Illya Bakurov; Mauro Castelli; Francesco Fontanella; Leonardo Vanneschi (IJCCI, 2019)

A Greedy Iterative Layered Framework for Training Feed Forward Neural Networks. - Leonardo Lucio Custode; Ciro Lucio Tecce; Illya Bakurov; Mauro Castelli; Antonio Della Cioppa; Leonardo Vanneschi (EvoApplications, 2020)

Parameters optimization of the Structural Similarity Index. - Illya Bakurov; Marco Buzzelli; Mauro Castelli; Raimondo Schettini; Leonardo Vanneschi (LIM, 2020)

Towards the use of vector based GP to predict physiological time series. - Irene Azzali; Leonardo Vanneschi; Illya Bakurov; Sara Silva; Marco Ivaldi; Mario Giacobini (Appl. Soft Comput., 2020)

Genetic programming for stacked generalization. - Illya Bakurov; Mauro Castelli; Olivier Gau; Francesco Fontanella; Leonardo Vanneschi (Swarm Evol. Comput., 2021)

Genetic programming for structural similarity design at multiple spatial scales. - Illya Bakurov; Marco Buzzelli; Mauro Castelli; Raimondo Schettini; Leonardo Vanneschi (GECCO, 2022)

Structural similarity index (SSIM) revisited: A data-driven approach. - Illya Bakurov; Marco Buzzelli; Raimondo Schettini; Mauro Castelli; Leonardo Vanneschi (Expert Syst. Appl., 2022)

A novel binary classification approach based on geometric semantic genetic programming. - Illya Bakurov; Mauro Castelli; Francesco Fontanella; Alessandra Scotto di Freca; Leonardo Vanneschi (Swarm Evol. Comput., 2022)

Full-Reference Image Quality Expression via Genetic Programming. - Illya Bakurov; Marco Buzzelli; Raimondo Schettini; Mauro Castelli; Leonardo Vanneschi (IEEE Trans. Image Process., 2023)

A study of dynamic populations in geometric semantic genetic programming. - Davide Farinati; Illya Bakurov; Leonardo Vanneschi (Inf. Sci., 2023)

Semantic segmentation network stacking with genetic programming. - Illya Bakurov; Marco Buzzelli; Raimondo Schettini; Mauro Castelli; Leonardo Vanneschi (Genet. Program. Evolvable Mach., 2023)

Full Inclusive Genetic Programming. - Francesco Marchetti; Mauro Castelli; Illya Bakurov; Leonardo Vanneschi (CEC, 2024)

On the Nature of the Phenotype in Tree Genetic Programming. - Wolfgang Banzhaf; Illya Bakurov (GECCO, 2024)

Sharpness-Aware Minimization in Genetic Programming. - Illya Bakurov; Nathan Haut; Wolfgang Banzhaf (CoRR, 2024)

Geometric semantic genetic programming with normalized and standardized random programs. - Illya Bakurov; Jose Manuel Muñoz Contreras; Mauro Castelli; Nuno M. Rodrigues; Sara Silva; Leonardo Trujillo; Leonardo Vanneschi (Genet. Program. Evolvable Mach., 2024)

On the Effectiveness of Crossover Operators in Cartesian Genetic Programming. - Mark Kocherovsky; Marzieh Kianinejad; Illya Bakurov; Wolfgang Banzhaf (EuroGP, 2025)

A comparison of tournament and lexicase selection paradigms in regression problems: error-based fitness versus correlation fitness. - Illya Bakurov; Aidan Murphy; Charles Ofria; Wolfgang Banzhaf (GECCO, 2025)