Research output per year
Research output per year
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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.
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Collaborations and top research areas from the last five years
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Neuroevolution with box mutation: An adaptive and modular framework for evolving deep neural networks
Santos, F. J. J. B., Gonçalves, I. & Castelli, M., 1 Nov 2023, In: Applied Soft Computing. 147, November, p. 1-15 15 p., 110767.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)44 Downloads (Pure) -
A hybrid end-to-end approach integrating conditional random fields into CNNs for prostate cancer detection on MRI
Lapa, P., Castelli, M., Gonçalves, I., Sala, E. & Rundo, L., 1 Jan 2020, In: Applied Sciences. 10, 1, 338.Research output: Contribution to journal › Article › peer-review
Open AccessFile22 Citations (Scopus)69 Downloads (Pure) -
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. ACM - Association for Computing Machinery, 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 proceeding › Conference contribution › peer-review
Open AccessFile5 Citations (Scopus)24 Downloads (Pure) -
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: ACM - Association for Computing Machinery, p. 1837-1845 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
9 Citations (Scopus) -
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 proceeding › Conference contribution › peer-review
Open AccessFile3 Citations (Scopus)39 Downloads (Pure)
Prizes
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Best Quantitative Paper Award
Ricardo, Hugo (Recipient), Gonçalves, Ivo Carlos Pereira (Recipient) & Costa, Ana C. (Recipient), 16 Apr 2018
Prize: Prize (including medals and awards)
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