Ivo Carlos Pereira Gonçalves

Former affiliation
  • 37 Citations
  • 3 h-Index
20132018
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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
File
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
File
Neuroevolution
Learning systems
Machine Learning
Semantics
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
Visualization
Genotype
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

Prizes

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)

File