Photo of Illya Bakurov

Illya Bakurov

  • Campus de Campolide

    1070-312 Lisboa

    Portugal

  • 17 Citations
  • 2 h-Index
20172020

Research output per year

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Research Output at NOVA

  • 17 Citations
  • 2 h-Index
  • 8 Conference contribution
  • 1 Article
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Conference contribution

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 proceedingConference contribution

An initialization technique for geometric semantic GP based on demes evolution and despeciation

Vanneschi, L., Bakurov, I. & Castelli, M., 5 Jul 2017, 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 113-120 8 p. 7969303

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

A regression-like classification system for geometric semantic genetic programming

Bakurov, I., Castelli, M., Fontanella, F. & Vanneschi, L., 1 Jan 2019, Proceedings of the 11th International Joint Conference on Computational Intelligence (IJCCI 2019). Merelo, J. J., Garibaldi, J., Linares-Barranco, A., Madani, K., Warwick, K. & Warwick, K. (eds.). SciTePress, Vol. 1. p. 40-48 9 p. (IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
4 Downloads (Pure)

A Vectorial Approach to Genetic Programming

Azzali, I., Vanneschi, L., Silva, S., Bakurov, I. & Giacobini, M., 1 Jan 2019, Genetic Programming: 22nd European Conference, EuroGP 2019, Held as Part of EvoStar 2019, Proceedings. Lourenço, N., Hu, T., Richter, H., Sekanina, L. & García-Sánchez, P. (eds.). Switzerland: Springer Verlag, p. 213-227 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11451 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

EDDA-V2: an improvement of the evolutionary demes despeciation algorithm

Bakurov, I., Vanneschi, L., Castelli, M. & Fontanella, F., 1 Jan 2018, Parallel Problem Solving from Nature – PPSN XV: 15th International Conference, 2018, Proceedings. Springer Verlag, p. 185-196 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11101 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2 Citations (Scopus)
34 Downloads (Pure)

Evolving PSO algorithm design in vector fields using geometric semantic GP

Bartashevich, P., Mostaghim, S., Bakurov, I. & Vanneschi, L., 6 Jul 2018, GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 262-263 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
4 Citations (Scopus)
2 Downloads (Pure)

PSO-based search rules for aerial swarms against unexplored vector fields via genetic programming

Bartashevich, P., Bakurov, I., Mostaghim, S. & Vanneschi, L., 1 Jan 2018, Parallel Problem Solving from Nature – PPSN XV: 15th International Conference, 2018, Proceedings. Springer Verlag, p. 41-53 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11101 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Supporting medical decisions for treating rare diseases through genetic programming

Bakurov, I., Castelli, M., Vanneschi, L. & Freitas, M. J., 1 Jan 2019, Applications of Evolutionary Computation: 22nd International Conference, EvoApplications 2019, Held as Part of EvoStar 2019, Proceedings. Kaufmann, P. & Castillo, P. A. (eds.). Springer Verlag, p. 187-203 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11454 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
1 Citation (Scopus)
1 Downloads (Pure)