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Illya Bakurov
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Structural similarity index (SSIM) revisited: A data-driven approach
I Bakurov, M Buzzelli, R Schettini, M Castelli, L Vanneschi
Expert Systems with Applications 189, 116087, 2022
1032022
An initialization technique for geometric semantic GP based on demes evolution and despeciation
L Vanneschi, I Bakurov, M Castelli
2017 IEEE Congress on Evolutionary Computation (CEC), 113-120, 2017
222017
Genetic programming for stacked generalization
I Bakurov, M Castelli, O Gau, F Fontanella, L Vanneschi
Swarm and Evolutionary Computation 65, 100913, 2021
162021
A vectorial approach to genetic programming
I Azzali, L Vanneschi, S Silva, I Bakurov, M Giacobini
European Conference on Genetic Programming, 213-227, 2019
162019
Towards the use of vector based GP to predict physiological time series
I Azzali, L Vanneschi, I Bakurov, S Silva, M Ivaldi, M Giacobini
Applied Soft Computing 89, 106097, 2020
122020
Edda-v2–an improvement of the evolutionary demes despeciation algorithm
I Bakurov, L Vanneschi, M Castelli, F Fontanella
Parallel Problem Solving from Nature–PPSN XV: 15th International Conference …, 2018
122018
A novel binary classification approach based on geometric semantic genetic programming
I Bakurov, M Castelli, F Fontanella, AS di Freca, L Vanneschi
Swarm and Evolutionary Computation 69, 101028, 2022
102022
General purpose optimization library (gpol): A flexible and efficient multi-purpose optimization library in python
I Bakurov, M Buzzelli, M Castelli, L Vanneschi, R Schettini
Applied Sciences 11 (11), 4774, 2021
102021
Supporting medical decisions for treating rare diseases through genetic programming
I Bakurov, M Castelli, L Vanneschi, MJ Freitas
Applications of Evolutionary Computation: 22nd International Conference …, 2019
102019
Evolving PSO algorithm design in vector fields using geometric semantic GP
P Bartashevich, I Bakurov, S Mostaghim, L Vanneschi
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2018
72018
Full-reference image quality expression via genetic programming
I Bakurov, M Buzzelli, R Schettini, M Castelli, L Vanneschi
IEEE Transactions on Image Processing 32, 1458-1473, 2023
52023
Pso-based search rules for aerial swarms against unexplored vector fields via genetic programming
P Bartashevich, I Bakurov, S Mostaghim, L Vanneschi
Parallel Problem Solving from Nature–PPSN XV: 15th International Conference …, 2018
52018
Genetic programming for structural similarity design at multiple spatial scales
I Bakurov, M Buzzelli, M Castelli, R Schettini, L Vanneschi
Proceedings of the Genetic and Evolutionary Computation Conference, 911-919, 2022
42022
Parameters optimization of the structural similarity index
I Bakurov, M Buzzelli, M Castelli, R Schettini, L Vanneschi
London Imaging Meeting 2020 (1), 19-23, 2020
42020
A Regression-like Classification System for Geometric Semantic Genetic Programming.
I Bakurov, M Castelli, F Fontanella, L Vanneschi
IJCCI, 40-48, 2019
42019
A study of dynamic populations in geometric semantic genetic programming
D Farinati, I Bakurov, L Vanneschi
Information Sciences 648, 119513, 2023
32023
A greedy iterative layered framework for training feed forward neural networks
LL Custode, CL Tecce, I Bakurov, M Castelli, AD Cioppa, L Vanneschi
Applications of Evolutionary Computation: 23rd European Conference …, 2020
22020
Geometric semantic genetic programming with normalized and standardized random programs
I Bakurov, JM Muñoz Contreras, M Castelli, N Rodrigues, S Silva, ...
Genetic Programming and Evolvable Machines 25 (1), 6, 2024
12024
Semantic segmentation network stacking with genetic programming
I Bakurov, M Buzzelli, R Schettini, M Castelli, L Vanneschi
Genetic Programming and Evolvable Machines 24 (2), 15, 2023
12023
On The Nature Of The Phenotype In Tree Genetic Programming
W Banzhaf, I Bakurov
arXiv preprint arXiv:2402.08011, 2024
2024
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Articles 1–20