| Business models for energy communities: A review of key issues and trends IFG Reis, I Gonçalves, MAR Lopes, CH Antunes Renewable and Sustainable Energy Reviews 144, 111013, 2021 | 264 | 2021 |
| 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 | 120 | 2019 |
| Balancing learning and overfitting in genetic programming with interleaved sampling of training data I Gonçalves, S Silva Genetic Programming: 16th European Conference, EuroGP 2013, Vienna, Austria …, 2013 | 102 | 2013 |
| Random sampling technique for overfitting control in genetic programming I Gonçalves, S Silva, J Melo, J Carreiras Genetic Programming, 218-229, 2012 | 92 | 2012 |
| Deep learning networks for off-line handwritten signature recognition B Ribeiro, I Gonçalves, S Santos, A Kovacec Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2011 | 76 | 2011 |
| 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 | 68 | 2018 |
| On the generalization ability of geometric semantic genetic programming I Gonçalves, S Silva, CM Fonseca Genetic Programming: 18th European Conference, EuroGP 2015, Copenhagen …, 2015 | 65 | 2015 |
| A multi-agent system approach to exploit demand-side flexibility in an energy community IFG Reis, I Gonçalves, MAR Lopes, CH Antunes Utilities Policy 67, 101114, 2020 | 47 | 2020 |
| Experiments on Controlling Overfitting in Genetic Programming I Gonçalves, S Silva 15th Portuguese Conference on Artificial Intelligence (EPIA 2011), 2011 | 37 | 2011 |
| Assessing the influence of different goals in energy communities’ self-sufficiency—An optimized multiagent approach IFG Reis, I Gonçalves, MAR Lopes, CH Antunes Energies 14 (4), 989, 2021 | 34 | 2021 |
| An evolutionary system for ozone concentration forecasting M Castelli, I Gonçalves, L Trujillo, A Popovič Information Systems Frontiers 19, 1123-1132, 2017 | 31 | 2017 |
| 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 | 29 | 2019 |
| A hybrid end-to-end approach integrating conditional random fields into CNNs for prostate cancer detection on MRI P Lapa, M Castelli, I Gonçalves, E Sala, L Rundo Applied Sciences 10 (1), 338, 2020 | 28 | 2020 |
| Collective self-consumption in multi-tenancy buildings–To what extent do consumers’ goals influence the energy system's performance? IFG Reis, I Gonçalves, MAR Lopes, CH Antunes Sustainable Cities and Society 80, 103688, 2022 | 26 | 2022 |
| 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 | 24 | 2017 |
| Semantic learning machine: A feedforward neural network construction algorithm inspired by geometric semantic genetic programming I Gonçalves, S Silva, CM Fonseca Progress in Artificial Intelligence: 17th Portuguese Conference on …, 2015 | 23 | 2015 |
| Residential demand-side flexibility in energy communities: a combination of optimization and agent modeling approaches IFG Reis, I Gonçalves, MAR Lopes, CH Antunes 2019 International Conference on Smart Energy Systems and Technologies (SEST …, 2019 | 19 | 2019 |
| Towards inclusive community-based energy markets: A multiagent framework IFG Reis, I Gonçalves, MAR Lopes, CH Antunes Applied Energy 307, 118115, 2022 | 16 | 2022 |
| 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 | 16 | 2018 |
| Arbitrarily close alignments in the error space: A geometric semantic genetic programming approach I Goncalves, S Silva, CM Fonseca, M Castelli Proceedings of the 2016 on genetic and evolutionary computation conference …, 2016 | 16 | 2016 |
Mauro CastelliFull Professor at NOVA IMS, Universidade Nova de LisboaVerified email at novaims.unl.pt
