Research output per year
Research output per year
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Dive into the research topics where Illya Bakurov is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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General purpose optimization library (Gpol): A flexible and efficient multi-purpose optimization library in python
Bakurov, I., Buzzelli, M., Castelli, M., Vanneschi, L. & Schettini, R., 1 Jun 2021, In: Applied Sciences (Switzerland). 11, 11, p. 1-34 34 p., 4774.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Genetic programming for stacked generalization
Bakurov, I., Castelli, M., Gau, O., Fontanella, F. & Vanneschi, L., Aug 2021, In: Swarm and Evolutionary Computation. 65, p. 1-14 14 p., 100913.Research output: Contribution to journal › Article › peer-review
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A Greedy Iterative Layered Framework for Training Feed Forward Neural Networks
Custode, L. L., Tecce, C. L., Bakurov, I., Castelli, M., Cioppa, A. D. & Vanneschi, L., 9 Apr 2020, Applications of Evolutionary Computation - 23rd European Conference, EvoApplications 2020, Held as Part of EvoStar 2020, Proceedings. Castillo, P. A., Jiménez Laredo, J. L. & Fernández de Vega, F. (eds.). Springer, p. 513-529 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12104 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile -
Parameters optimization of the Structural Similarity Index
Bakurov, I., Buzzelli, M., Castelli, M., Schettini, R. & Vanneschi, L., 29 Sep 2020, London Imaging Meeting 2020: Future Colour Imaging. 1 ed. Vol. 2020. p. 19-23 (London Imaging Meeting).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile -
Towards the use of vector based GP to predict physiological time series
Azzali, I., Vanneschi, L., Bakurov, I., Silva, S., Ivaldi, M. & Giacobini, M., 1 Apr 2020, In: Applied Soft Computing Journal. 89, April, 106097.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus)
Prizes
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Best Student Paper Award (EvoStar 2019)
Bakurov, Illya (Recipient), 26 Apr 2019
Prize: Prize (including medals and awards)