Ivo Gonçalves
Orcid: 0000-0002-5336-7768
According to our database1,
Ivo Gonçalves
authored at least 27 papers
between 2011 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2023
Neuroevolution with box mutation: An adaptive and modular framework for evolving deep neural networks.
Appl. Soft Comput., November, 2023
2020
IEEE Trans. Evol. Comput., 2020
2019
Explorations of the Semantic Learning Machine Neuroevolution Algorithm: Dynamic Training Data Use, Ensemble Construction Methods, and Deep Learning Perspectives.
Proceedings of the Genetic Programming Theory and Practice XVII [GPTP 2019, 2019
Semantic learning machine improves the CNN-Based detection of prostate cancer in non-contrast-enhanced MRI.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Enhancing classification performance of convolutional neural networks for prostate cancer detection on magnetic resonance images: a study with the semantic learning machine.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
2018
Improving eQTL Analysis Using a Machine Learning Approach for Data Integration: A Logistic Model Tree Solution.
J. Comput. Biol., 2018
Genet. Program. Evolvable Mach., 2018
Learning the Structure of Bayesian Networks: A Quantitative Assessment of the Effect of Different Algorithmic Schemes.
Complex., 2018
Neuroevolution under unimodal error landscapes: an exploration of the semantic learning machine algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Optimizing residential energy resources with an improved multi-objective genetic algorithm based on greedy mutations.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Proceedings of the Genetic Programming - 21st European Conference, 2018
2017
Inf. Syst. Frontiers, 2017
A quantitative assessment of the effect of different algorithmic schemes to the task of learning the structure of Bayesian Networks.
CoRR, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the 2017 4th Experiment@International Conference (exp.at'17), 2017
Geometric semantic genetic programming for biomedical applications: A state of the art upgrade.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Towards the development of a complete GP system on an FPGA using geometric semantic operators.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016
Combining Bayesian Approaches and Evolutionary Techniques for the Inference of Breast Cancer Networks.
Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016
Arbitrarily Close Alignments in the Error Space: A Geometric Semantic Genetic Programming Approach.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
2015
Proceedings of the Genetic Programming - 18th European Conference, 2015
Semantic Learning Machine: A Feedforward Neural Network Construction Algorithm Inspired by Geometric Semantic Genetic Programming.
Proceedings of the Progress in Artificial Intelligence, 2015
2013
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013
Balancing Learning and Overfitting in Genetic Programming with Interleaved Sampling of Training Data.
Proceedings of the Genetic Programming - 16th European Conference, 2013
2012
Proceedings of the Genetic Programming - 15th European Conference, 2012
2011
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011