| 2019 | GECCO | Enhancing classification performance of convolutional neural networks for prostate cancer detection on magnetic resonance images: a study with the semantic learning machine. | Paulo Lapa, Ivo Gonalves, Leonardo Rundo, Mauro Castelli |
| 2019 | GECCO | Semantic learning machine improves the CNN-Based detection of prostate cancer in non-contrast-enhanced MRI. | Paulo Lapa, Ivo Gonalves, Leonardo Rundo, Mauro Castelli |
| 2018 | EUROGP | Pruning Techniques for Mixed Ensembles of Genetic Programming Models. | Mauro Castelli, Ivo Gonalves, Luca Manzoni, Leonardo Vanneschi |
| 2018 | GECCO | Optimizing residential energy resources with an improved multi-objective genetic algorithm based on greedy mutations. | Ivo Gonalves, lvaro Gomes, Carlos Henggeler Antunes |
| 2018 | GECCO | Neuroevolution under unimodal error landscapes: an exploration of the semantic learning machine algorithm. | Jan-Benedikt Jagusch, Ivo Gonalves, Mauro Castelli |
| 2017 | CEC | Towards the development of a complete GP system on an FPGA using geometric semantic operators. | Carlos A. Goribar Jimnez, Yazmn Maldonado, Leonardo Trujillo, Mauro Castelli, Ivo Gonalves, Leonardo Vanneschi |
| 2017 | CEC | Geometric semantic genetic programming for biomedical applications: A state of the art upgrade. | Leonardo Vanneschi, Mauro Castelli, Ivo Gonalves, Luca Manzoni, Sara Silva |
| 2017 | GECCO | Unsure when to stop?: ask your semantic neighbors. | Ivo Gonalves, Sara Silva, Carlos M. Fonseca, Mauro Castelli |
| 2017 | GECCO | PSXO: population-wide semantic crossover. | Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Krzysztof Krawiec, Alberto Moraglio, Sara Silva, Ivo Gonalves |
| 2016 | GECCO | Arbitrarily Close Alignments in the Error Space: A Geometric Semantic Genetic Programming Approach. | Ivo Gonalves, Sara Silva, Carlos M. Fonseca, Mauro Castelli |
| 2016 | IJCCI | Combining Bayesian Approaches and Evolutionary Techniques for the Inference of Breast Cancer Networks. | Stefano Beretta, Mauro Castelli, Ivo Gonalves, Ivan Merelli, Daniele Ramazzotti |
| 2016 | IJCCI | An Analysis of Geometric Semantic Crossover: A Computational Geometry Approach. | Mauro Castelli, Luca Manzoni, Ivo Gonalves, Leonardo Vanneschi, Leonardo Trujillo, Sara Silva |
| 2015 | EPIA | Semantic Learning Machine: A Feedforward Neural Network Construction Algorithm Inspired by Geometric Semantic Genetic Programming. | Ivo Gonalves, Sara Silva, Carlos M. Fonseca |
| 2015 | EUROGP | On the Generalization Ability of Geometric Semantic Genetic Programming. | Ivo Gonalves, Sara Silva, Carlos M. Fonseca |
| 2013 | EUROGP | Balancing Learning and Overfitting in Genetic Programming with Interleaved Sampling of Training Data. | Ivo Gonalves, Sara Silva |
| 2012 | EUROGP | Random Sampling Technique for Overfitting Control in Genetic Programming. | Ivo Gonalves, Sara Silva, Joana B. Melo, Joo Manuel de Brito Carreiras |
| 2011 | CIARP | Deep Learning Networks for Off-Line Handwritten Signature Recognition. | Bernardete Ribeiro, Ivo Gonalves, Srgio Santos, Alexander Kovacec |