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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
1022022
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
212017
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
Genetic programming for stacked generalization
I Bakurov, M Castelli, O Gau, F Fontanella, L Vanneschi
Swarm and Evolutionary Computation 65, 100913, 2021
152021
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
International Conference on Parallel Problem Solving from Nature, 185-196, 2018
112018
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
International Conference on the Applications of Evolutionary Computation …, 2019
92019
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, 2023
52023
Pso-based search rules for aerial swarms against unexplored vector fields via genetic programming
P Bartashevich, I Bakurov, S Mostaghim, L Vanneschi
International Conference on Parallel Problem Solving from Nature, 41-53, 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
Proceedings of the 11th International Joint Conference on Computational …, 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
International Conference on the Applications of Evolutionary Computation …, 2020
22020
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
General purpose optimization library (Gpol)
I Bakurov, M Buzzelli, M Castelli, L Vanneschi, R Schettini
Applied Sciences (Switzerland) 11 (11), 1-34, 2021
2021
Chapter Unemployment dynamics in Italy: a counterfactual analysis at Covid time
I Bakurov, F Culotta
Firenze University Press, 2021
2021
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Articles 1–20