Ivo Carlos Pereira Gonçalves

Former affiliation
  • 37 Citations
  • 3 h-Index
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  • 4 Similar Profiles
Genetic programming Engineering & Materials Science
Semantics Engineering & Materials Science
Genetic Programming Mathematics
Learning systems Engineering & Materials Science
Machine Learning Mathematics
Neuroevolution Mathematics
Computational geometry Engineering & Materials Science
Evolutionary algorithms Engineering & Materials Science

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Research Output 2013 2018

  • 37 Citations
  • 3 h-Index
  • 10 Conference contribution
  • 4 Article

Learning the structure of Bayesian networks: A quantitative assessment of the effect of different algorithmic schemes

Beretta, S., Castelli, M., Gonçalves, I., Henriques, R. & Ramazzotti, D., 1 Jan 2018, In : Complexity. 2018, 1591878.

Research output: Contribution to journalArticle

Open Access
Bayesian networks
Computational complexity
Chemical analysis

Neuroevolution under unimodal error landscapes: An exploration of the semantic learning machine algorithm

Jagusch, J-B., Gonçalves, I. & Castelli, M., 6 Jul 2018, GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 159-160 2 p.

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

Open Access
Learning systems
Machine Learning
Neural networks

Unveiling evolutionary algorithm representation with DU maps

Medvet, E., Virgolin, M., Castelli, M., Bosman, P. A. N., Gonçalves, I. & Tušar, T., 1 Sep 2018, In : Genetic Programming And Evolvable Machines. 19, 3, p. 351–389

Research output: Contribution to journalArticle

Evolutionary algorithms
Evolutionary Algorithms
Concept Maps
2 Citations (Scopus)

An evolutionary system for ozone concentration forecasting

Castelli, M., Goncalves, I., Trujillo, L. & Popovic, A., Oct 2017, In : Information Systems Frontiers. 19, 5, p. 1123-1132

Research output: Contribution to journalArticle


Best Quantitative Paper Award

Hugo Ricardo (Recipient), Ivo Carlos Pereira Gonçalves (Recipient) & Ana Cristina Marinho da Costa (Recipient), 16 Apr 2018

Prize: Prize (including medals and awards)