Illya Bakurov

29 papers A 3B 7C 2Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
EvoIQA - Explaining Image Distortions with Evolved White-Box Logic.
CoRR
Ruchika Gupta, Illya Bakurov, Nathan Haut, Wolfgang Banzhaf
2025 A conf
A comparison of tournament and lexicase selection paradigms in regression problems: error-based fitness versus correlation fitness.
GECCO
Illya Bakurov, Aidan Murphy, Charles Ofria, Wolfgang Banzhaf
2025 B ed.
Genetic Programming - 28th European Conference, EuroGP 2025, Held as Part of EvoStar 2025, Trieste, Italy, April 23-25, 2025, Proceedings
EuroGP
Bing Xue, Luca Manzoni, Illya Bakurov
2025 J jnl
Node Preservation and its Effect on Crossover in Cartesian Genetic Programming.
CoRR
Mark Kocherovsky, Illya Bakurov, Wolfgang Banzhaf
2025 B conf
On the Effectiveness of Crossover Operators in Cartesian Genetic Programming.
EuroGP
Mark Kocherovsky, Marzieh Kianinejad, Illya Bakurov, Wolfgang Banzhaf
2024 B conf
Full Inclusive Genetic Programming.
CEC
Francesco Marchetti, Mauro Castelli, Illya Bakurov, Leonardo Vanneschi
2024 J jnl
Geometric semantic genetic programming with normalized and standardized random programs.
Genet. Program. Evolvable Mach.
Illya Bakurov, Jose Manuel Muñoz Contreras, Mauro Castelli, Nuno M. Rodrigues, Sara Silva, Leonardo Trujillo, Leonardo Vanneschi
2024 J jnl
On The Nature Of The Phenotype In Tree Genetic Programming.
CoRR
Wolfgang Banzhaf, Illya Bakurov
2024 A conf
On the Nature of the Phenotype in Tree Genetic Programming.
GECCO
Wolfgang Banzhaf, Illya Bakurov
2024 J jnl
Sharpness-Aware Minimization in Genetic Programming.
CoRR
Illya Bakurov, Nathan Haut, Wolfgang Banzhaf
2023 J jnl
A study of dynamic populations in geometric semantic genetic programming.
Inf. Sci.
Davide Farinati, Illya Bakurov, Leonardo Vanneschi
2023 J jnl
Full-Reference Image Quality Expression via Genetic Programming.
IEEE Trans. Image Process.
Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi
2023 J jnl
Semantic segmentation network stacking with genetic programming.
Genet. Program. Evolvable Mach.
Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi
2022 J jnl
A novel binary classification approach based on geometric semantic genetic programming.
Swarm Evol. Comput.
Illya Bakurov, Mauro Castelli, Francesco Fontanella, Alessandra Scotto di Freca, Leonardo Vanneschi
2022 A conf
Genetic programming for structural similarity design at multiple spatial scales.
GECCO
Illya Bakurov, Marco Buzzelli, Mauro Castelli, Raimondo Schettini, Leonardo Vanneschi
2022 — —
Soft computing for Ill Posed Problems in Computer Vision.
Illya Bakurov
2022 J jnl
Structural similarity index (SSIM) revisited: A data-driven approach.
Expert Syst. Appl.
Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi
2021 J jnl
Genetic programming for stacked generalization.
Swarm Evol. Comput.
Illya Bakurov, Mauro Castelli, Olivier Gau, Francesco Fontanella, Leonardo Vanneschi
2020 B conf
A Greedy Iterative Layered Framework for Training Feed Forward Neural Networks.
EvoApplications
Leonardo Lucio Custode, Ciro Lucio Tecce, Illya Bakurov, Mauro Castelli, Antonio Della Cioppa, Leonardo Vanneschi
2020 — conf
Parameters optimization of the Structural Similarity Index.
LIM
Illya Bakurov, Marco Buzzelli, Mauro Castelli, Raimondo Schettini, Leonardo Vanneschi
2020 J jnl
Towards the use of vector based GP to predict physiological time series.
Appl. Soft Comput.
Irene Azzali, Leonardo Vanneschi, Illya Bakurov, Sara Silva, Marco Ivaldi, Mario Giacobini
2019 C conf
A Regression-like Classification System for Geometric Semantic Genetic Programming.
IJCCI
Illya Bakurov, Mauro Castelli, Francesco Fontanella, Leonardo Vanneschi
2019 B conf
A Vectorial Approach to Genetic Programming.
EuroGP
Irene Azzali, Leonardo Vanneschi, Sara Silva, Illya Bakurov, Mario Giacobini
2019 B conf
Supporting Medical Decisions for Treating Rare Diseases Through Genetic Programming.
EvoApplications
Illya Bakurov, Mauro Castelli, Leonardo Vanneschi, Maria João Freitas
2018 — conf
EDDA-V2 - An Improvement of the Evolutionary Demes Despeciation Algorithm.
PPSN (1)
Illya Bakurov, Leonardo Vanneschi, Mauro Castelli, Francesco Fontanella
2018 — conf
Evolving PSO algorithm design in vector fields using geometric semantic GP.
GECCO (Companion)
Palina Bartashevich, Illya Bakurov, Sanaz Mostaghim, Leonardo Vanneschi
2018 C conf
Non-photorealistic Rendering with Cartesian Genetic Programming Using Graphics Processing Units.
EvoMUSART
Illya Bakurov, Brian J. Ross
2018 — conf
PSO-Based Search Rules for Aerial Swarms Against Unexplored Vector Fields via Genetic Programming.
PPSN (1)
Palina Bartashevich, Illya Bakurov, Sanaz Mostaghim, Leonardo Vanneschi
2017 B conf
An initialization technique for geometric semantic GP based on demes evolution and despeciation.
CEC
Leonardo Vanneschi, Illya Bakurov, Mauro Castelli