Illya Bakurov

  • Campus de Campolide

    1070-312 Lisboa

    Portugal

  • 13 Citations
  • 2 h-Index
20172019
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Genetic programming Engineering & Materials Science
Genetic Programming Mathematics
Semantics Engineering & Materials Science
Particle swarm optimization (PSO) Engineering & Materials Science
Vector Field Mathematics
Algorithm Design Mathematics
Swarm Mathematics
Particle Swarm Optimization Mathematics

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Research Output at NOVA 2017 2019

  • 13 Citations
  • 2 h-Index
  • 7 Conference contribution

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
Genetic programming
Semantics
Chemical activation
Logistics
Labels

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

Genetic programming
Genetic Programming
Time series
Symbolic Regression
Comparative Analysis

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
Genetic programming
Genetic Programming
Predictive Model
Integrated System
Web Application
2 Citations (Scopus)
31 Downloads (Pure)

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
Genetic programming
Genetic Programming
Initialization
Evolutionary algorithms
Evolutionary Algorithms
3 Citations (Scopus)
1 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
Algorithm Design
Particle swarm optimization (PSO)
Vector Field
Genetic programming
Semantics

Prizes

Best Student Paper Award (EvoStar 2019)

Illya Bakurov (Recipient), 26 Apr 2019

Prize: Prize (including medals and awards)

scientific community
caregiver
student
Disease