| Balancing learning and overfitting in genetic programming with interleaved sampling of training data I Gonçalves, S Silva European Conference on Genetic Programming, 73-84, 2013 | 63 | 2013 |
| Random sampling technique for overfitting control in genetic programming I Gonçalves, S Silva, J Melo, J Carreiras Genetic Programming, 218-229, 2012 | 53 | 2012 |
| Deep learning networks for off-line handwritten signature recognition B Ribeiro, I Gonçalves, S Santos, A Kovacec Iberoamerican Congress on Pattern Recognition, 523-532, 2011 | 47 | 2011 |
| On the generalization ability of geometric semantic genetic programming I Gonçalves, S Silva, CM Fonseca European Conference on Genetic Programming, 41-52, 2015 | 36 | 2015 |
| Optimizing the management of smart home energy resources under different power cost scenarios I Gonçalves, Á Gomes, CH Antunes Applied Energy 242, 351-363, 2019 | 34 | 2019 |
| Experiments on Controlling Overfitting in Genetic Programming I Gonçalves, S Silva 15th Portuguese Conference on Artificial Intelligence (EPIA 2011), 2011 | 23 | 2011 |
| Arbitrarily close alignments in the error space: A geometric semantic genetic programming approach I Gonçalves, S Silva, CM Fonseca, M Castelli Proceedings of the 2016 on genetic and evolutionary computation conference …, 2016 | 14 | 2016 |
| Learning the structure of Bayesian Networks: A quantitative assessment of the effect of different algorithmic schemes S Beretta, M Castelli, I Gonçalves, R Henriques, D Ramazzotti Complexity 2018, 2018 | 13* | 2018 |
| Unsure when to stop? ask your semantic neighbors I Gonçalves, S Silva, CM Fonseca, M Castelli Proceedings of the Genetic and Evolutionary Computation Conference, 929-936, 2017 | 12 | 2017 |
| Semantic learning machine: a feedforward neural network construction algorithm inspired by geometric semantic genetic programming I Gonçalves, S Silva, CM Fonseca Portuguese Conference on Artificial Intelligence, 280-285, 2015 | 12 | 2015 |
| An evolutionary system for ozone concentration forecasting M Castelli, I Gonçalves, L Trujillo, A Popovič Information Systems Frontiers 19 (5), 1123-1132, 2017 | 9 | 2017 |
| An exploration of generalization and overfitting in genetic programming: standard and geometric semantic approaches ICP Gonçalves Universidade de Coimbra, 2017 | 9 | 2017 |
| Prediction of forest aboveground biomass: an exercise on avoiding overfitting S Silva, V Ingalalli, S Vinga, JMB Carreiras, JB Melo, M Castelli, ... European Conference on the Applications of Evolutionary Computation, 407-417, 2013 | 8 | 2013 |
| Unveiling evolutionary algorithm representation with DU maps E Medvet, M Virgolin, M Castelli, PAN Bosman, I Gonçalves, T Tušar Genetic Programming and Evolvable Machines 19 (3), 351-389, 2018 | 7 | 2018 |
| Neuroevolution under unimodal error landscapes: an exploration of the semantic learning machine algorithm JB Jagusch, I Gonçalves, M Castelli Proceedings of the genetic and evolutionary computation conference companion …, 2018 | 7 | 2018 |
| Optimizing residential energy resources with an improved multi-objective genetic algorithm based on greedy mutations I Gonçalves, Á Gomes, CH Antunes Proceedings of the Genetic and Evolutionary Computation Conference, 1246-1253, 2018 | 7 | 2018 |
| A Comparison of MILP and metaheuristic approaches for implementation of a home energy management system under dynamic tariffs V Rasouli, I Gonçalves, CH Antunes, Á Gomes 2019 International Conference on Smart Energy Systems and Technologies (SEST …, 2019 | 5 | 2019 |
| An Analysis of Geometric Semantic Crossover: A Computational Geometry Approach. M Castelli, L Manzoni, I Gonçalves, L Vanneschi, L Trujillo, S Silva IJCCI (ECTA), 201-208, 2016 | 5 | 2016 |
| Semantic learning machine improves the CNN-based detection of prostate cancer in non-contrast-enhanced MRI P Lapa, I Gonçalves, L Rundo, M Castelli Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019 | 4 | 2019 |
| Enhancing classification performance of convolutional neural networks for prostate cancer detection on magnetic resonance images: A study with the semantic learning machine P Lapa, I Gonçalves, L Rundo, M Castelli Proceedings of the genetic and evolutionary computation conference companion …, 2019 | 4 | 2019 |
Mauro CastelliNOVA IMS, Universidade Nova de LisboaVerified email at novaims.unl.pt
