Illya Bakurov

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Topics

Structural Similarity Index

Financial Forecasting

Top Venues

Swarm Evol. Comput.

EvoApplications

Publications

Wolfgang Banzhaf, Illya Bakurov
On the Nature of the Phenotype in Tree Genetic Programming. GECCO (2024)
Illya Bakurov, Jose Manuel Muñoz Contreras, Mauro Castelli, Nuno M. Rodrigues, Sara Silva, Leonardo Trujillo, Leonardo Vanneschi
Geometric semantic genetic programming with normalized and standardized random programs. Genet. Program. Evolvable Mach. 25 (1) (2024)
Wolfgang Banzhaf, Illya Bakurov
On The Nature Of The Phenotype In Tree Genetic Programming. CoRR (2024)
Francesco Marchetti, Mauro Castelli, Illya Bakurov, Leonardo Vanneschi
Full Inclusive Genetic Programming. CEC (2024)
Illya Bakurov, Nathan Haut, Wolfgang Banzhaf
Sharpness-Aware Minimization in Genetic Programming. CoRR (2024)
Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi
Full-Reference Image Quality Expression via Genetic Programming. IEEE Trans. Image Process. 32 (2023)
Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi
Semantic segmentation network stacking with genetic programming. Genet. Program. Evolvable Mach. 24 (2) (2023)
Davide Farinati, Illya Bakurov, Leonardo Vanneschi
A study of dynamic populations in geometric semantic genetic programming. Inf. Sci. 648 (2023)
Illya Bakurov, Mauro Castelli, Francesco Fontanella, Alessandra Scotto di Freca, Leonardo Vanneschi
A novel binary classification approach based on geometric semantic genetic programming. Swarm Evol. Comput. 69 (2022)
Illya Bakurov, Marco Buzzelli, Mauro Castelli, Raimondo Schettini, Leonardo Vanneschi
Genetic programming for structural similarity design at multiple spatial scales. GECCO (2022)
Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi
Structural similarity index (SSIM) revisited: A data-driven approach. Expert Syst. Appl. 189 (2022)
Illya Bakurov, Mauro Castelli, Olivier Gau, Francesco Fontanella, Leonardo Vanneschi
Genetic programming for stacked generalization. Swarm Evol. Comput. 65 (2021)
Irene Azzali, Leonardo Vanneschi, Illya Bakurov, Sara Silva, Marco Ivaldi, Mario Giacobini
Towards the use of vector based GP to predict physiological time series. Appl. Soft Comput. 89 (2020)
Leonardo Lucio Custode, Ciro Lucio Tecce, Illya Bakurov, Mauro Castelli, Antonio Della Cioppa, Leonardo Vanneschi
A Greedy Iterative Layered Framework for Training Feed Forward Neural Networks. EvoApplications (2020)
Irene Azzali, Leonardo Vanneschi, Sara Silva, Illya Bakurov, Mario Giacobini
A Vectorial Approach to Genetic Programming. EuroGP (2019)
Illya Bakurov, Mauro Castelli, Leonardo Vanneschi, Maria João Freitas
Supporting Medical Decisions for Treating Rare Diseases Through Genetic Programming. EvoApplications (2019)
Illya Bakurov, Mauro Castelli, Francesco Fontanella, Leonardo Vanneschi
A Regression-like Classification System for Geometric Semantic Genetic Programming. IJCCI (2019)
Illya Bakurov, Leonardo Vanneschi, Mauro Castelli, Francesco Fontanella
EDDA-V2 - An Improvement of the Evolutionary Demes Despeciation Algorithm. PPSN (1) (2018)
Palina Bartashevich, Illya Bakurov, Sanaz Mostaghim, Leonardo Vanneschi
PSO-Based Search Rules for Aerial Swarms Against Unexplored Vector Fields via Genetic Programming. PPSN (1) (2018)
Illya Bakurov, Brian J. Ross
Non-photorealistic Rendering with Cartesian Genetic Programming Using Graphics Processing Units. EvoMUSART (2018)
Palina Bartashevich, Illya Bakurov, Sanaz Mostaghim, Leonardo Vanneschi
Evolving PSO algorithm design in vector fields using geometric semantic GP. GECCO (Companion) (2018)
Leonardo Vanneschi, Illya Bakurov, Mauro Castelli
An initialization technique for geometric semantic GP based on demes evolution and despeciation. CEC (2017)