Ivo Carlos Pereira Gonçalves

Former affiliation
  • 52 Citations
  • 4 h-Index
20132019
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Fingerprint Dive into the research topics where Ivo Carlos Pereira Gonçalves is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 6 Similar Profiles
Semantics Engineering & Materials Science
Genetic programming Engineering & Materials Science
Learning systems Engineering & Materials Science
Machine Learning Mathematics
Genetic Programming Mathematics
Prostate Cancer Mathematics
Neuroevolution Mathematics
Magnetic Resonance Imaging Mathematics

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Research Output 2013 2019

  • 52 Citations
  • 4 h-Index
  • 13 Conference contribution
  • 4 Article
1 Citation (Scopus)

Enhancing classification performance of convolutional neural networks for prostate cancer detection on magnetic resonance images: A study with the semantic learning machine

Lapa, P., Rundo, L., Gonçalves, I. & Castelli, M., 13 Jul 2019, GECCO 2019 : Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 381-382 2 p. (GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion).

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

Prostate Cancer
Magnetic Resonance Image
Magnetic Resonance Imaging
Magnetic resonance
Learning systems

Semantic learning machine improves the CNN-based detection of prostate cancer in non-contrast-enhanced MRI

Lapa, P., Gonçalves, I., Rundo, L. & Castelli, M., 13 Jul 2019, GECCO 2019 Companion : Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. López-Ibáñez, M. (ed.). New York: Association for Computing Machinery, Inc, p. 1837-1845 9 p.

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

Prostate Cancer
Magnetic Resonance Imaging
Learning systems
Machine Learning
Semantics

Forecasting tourism demand for Lisbon’s region through a data mining approach

Ricardo, H., Gonçalves, I. & Costa, A. C., 1 Jan 2018, Proceedings of the 11th IADIS International Conference Information Systems 2018, IS 2018. Isaias, P., Nunes, M. B., Powell, P. & Rodrigues, L. (eds.). IADIS Press, p. 58-66 9 p.

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

Data mining
Learning systems
Support vector machines
Time series
Industry
5 Downloads (Pure)

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
3 Citations (Scopus)
20 Downloads (Pure)

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

Prizes

Best Quantitative Paper Award

Hugo Ricardo (Recipient), Ivo Carlos Pereira Gonçalves (Recipient) & Ana C. Costa (Recipient), 16 Apr 2018

Prize: Prize (including medals and awards)

File