Ivo Gonçalves
TitoloCitata daAnno
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
502013
Random sampling technique for overfitting control in genetic programming
I Gonçalves, S Silva, J Melo, J Carreiras
Genetic Programming, 218-229, 2012
442012
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
322011
On the generalization ability of geometric semantic genetic programming
I Gonçalves, S Silva, CM Fonseca
European Conference on Genetic Programming, 41-52, 2015
302015
Experiments on Controlling Overfitting in Genetic Programming
I Gonçalves, S Silva
15th Portuguese Conference on Artificial Intelligence (EPIA 2011), 2011
192011
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
102016
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
82015
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
72017
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
72013
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
62019
An exploration of generalization and overfitting in genetic programming: standard and geometric semantic approaches
ICP Gonçalves
Universidade de Coimbra, 2017
62017
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
42018
An evolutionary system for ozone concentration forecasting
M Castelli, I Gonçalves, L Trujillo, A Popovič
Information Systems Frontiers 19 (5), 1123-1132, 2017
42017
A quantitative assessment of the effect of different algorithmic schemes to the task of learning the structure of Bayesian networks
S Beretta, M Castelli, I Gonçalves, D Ramazzotti
arXiv preprint arXiv:1704.08676, 2017
4*2017
Combining Bayesian approaches and evolutionary techniques for the inference of breast cancer networks
S Beretta, M Castelli, I Gonçalves, I Merelli, D Ramazzotti
arXiv preprint arXiv:1703.03041, 2017
42017
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
32018
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
32018
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
32016
Towards the development of a complete GP system on an FPGA using geometric semantic operators
C Goribar-Jimenez, Y Maldonado, L Trujillo, M Castelli, I Gonçalves, ...
2017 IEEE Congress on Evolutionary Computation (CEC), 1932-1939, 2017
22017
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
12019
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Articoli 1–20