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Illya Bakurov

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2020 – today

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2025
[c14]
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Mark Kocherovsky, Marzieh Kianinejad, Illya Bakurov, Wolfgang Banzhaf:
On the Effectiveness of Crossover Operators in Cartesian Genetic Programming. EuroGP 2025: 68-84
[e1]
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Bing Xue, Luca Manzoni, Illya Bakurov:
Genetic Programming - 28th European Conference, EuroGP 2025, Held as Part of EvoStar 2025, Trieste, Italy, April 23-25, 2025, Proceedings. Lecture Notes in Computer Science 15609, Springer 2025, ISBN 978-3-031-89990-4 [contents]
2024
[j8]
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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): 6 (2024)
[c13]
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Francesco Marchetti, Mauro Castelli, Illya Bakurov, Leonardo Vanneschi:
Full Inclusive Genetic Programming. CEC 2024: 1-8
[c12]
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Wolfgang Banzhaf, Illya Bakurov:
On the Nature of the Phenotype in Tree Genetic Programming. GECCO 2024
[i2]
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  - journals/corr/abs-2402-08011
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Wolfgang Banzhaf, Illya Bakurov:
On The Nature Of The Phenotype In Tree Genetic Programming. CoRR abs/2402.08011 (2024)
[i1]
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  - journals/corr/abs-2405-10267
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Illya Bakurov, Nathan Haut, Wolfgang Banzhaf:
Sharpness-Aware Minimization in Genetic Programming. CoRR abs/2405.10267 (2024)
2023
[j7]
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Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi:
Semantic segmentation network stacking with genetic programming. Genet. Program. Evolvable Mach. 24(2): 15 (2023)
[j6]
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  - journals/isci/FarinatiBV23
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Davide Farinati, Illya Bakurov, Leonardo Vanneschi:
A study of dynamic populations in geometric semantic genetic programming. Inf. Sci. 648: 119513 (2023)
[j5]
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Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi:
Full-Reference Image Quality Expression via Genetic Programming. IEEE Trans. Image Process. 32: 1458-1473 (2023)
2022
[j4]
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Illya Bakurov, Marco Buzzelli, Raimondo Schettini, Mauro Castelli, Leonardo Vanneschi:
Structural similarity index (SSIM) revisited: A data-driven approach. Expert Syst. Appl. 189: 116087 (2022)
[j3]
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  - journals/swevo/BakurovCFFV22
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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: 101028 (2022)
[c11]
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Illya Bakurov, Marco Buzzelli, Mauro Castelli, Raimondo Schettini, Leonardo Vanneschi:
Genetic programming for structural similarity design at multiple spatial scales. GECCO 2022: 911-919
2021
[j2]
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Illya Bakurov, Mauro Castelli, Olivier Gau, Francesco Fontanella, Leonardo Vanneschi:
Genetic programming for stacked generalization. Swarm Evol. Comput. 65: 100913 (2021)
2020
[j1]
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  - journals/asc/AzzaliVBSIG20
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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: 106097 (2020)
[c10]
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  - conf/evoW/CustodeTBCCV20
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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: 513-529
[c9]
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  - conf/lim/BakurovBCSV20
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Illya Bakurov, Marco Buzzelli, Mauro Castelli, Raimondo Schettini, Leonardo Vanneschi:
Parameters optimization of the Structural Similarity Index. LIM 2020: 19-23

2010 – 2019

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2019
[c8]
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Irene Azzali, Leonardo Vanneschi, Sara Silva, Illya Bakurov, Mario Giacobini:
A Vectorial Approach to Genetic Programming. EuroGP 2019: 213-227
[c7]
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  - conf/evoW/BakurovCVF19
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Illya Bakurov, Mauro Castelli, Leonardo Vanneschi, Maria João Freitas:
Supporting Medical Decisions for Treating Rare Diseases Through Genetic Programming. EvoApplications 2019: 187-203
[c6]
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  - conf/ijcci/BakurovCFV19
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Illya Bakurov, Mauro Castelli, Francesco Fontanella, Leonardo Vanneschi:
A Regression-like Classification System for Geometric Semantic Genetic Programming. IJCCI 2019: 40-48
2018
[c5]
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  - conf/evoW/BakurovR18
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Illya Bakurov, Brian J. Ross:
Non-photorealistic Rendering with Cartesian Genetic Programming Using Graphics Processing Units. EvoMUSART 2018: 34-49
[c4]
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  - conf/gecco/BartashevichBMV18
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Palina Bartashevich, Illya Bakurov, Sanaz Mostaghim, Leonardo Vanneschi:
Evolving PSO algorithm design in vector fields using geometric semantic GP. GECCO (Companion) 2018: 262-263
[c3]
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  - conf/ppsn/BartashevichBMV18
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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: 41-53
[c2]
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Illya Bakurov, Leonardo Vanneschi, Mauro Castelli, Francesco Fontanella:
EDDA-V2 - An Improvement of the Evolutionary Demes Despeciation Algorithm. PPSN (1) 2018: 185-196
2017
[c1]
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Leonardo Vanneschi, Illya Bakurov, Mauro Castelli:
An initialization technique for geometric semantic GP based on demes evolution and despeciation. CEC 2017: 113-120

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