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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

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

    • 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

    • 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 proceeding › Conference contribution

    Open Access
    File

    • 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 proceeding › Conference 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 proceeding › Conference contribution

    Open Access
    File
    • 1 Citation (Scopus)

    Prizes

    Best Student Paper Award (EvoStar 2019)

    Illya Bakurov (Recipient), 26 Apr 2019

    Prize: Prize (including medals and awards)