| Learning of a single-hidden layer feedforward neural network using an optimized extreme learning machine T Matias, F Souza, R Araújo, CH Antunes Neurocomputing 129, 428-436, 2014 | 106 | 2014 |
| Automatic extraction of the fuzzy control system by a hierarchical genetic algorithm J Mendes, R Araújo, T Matias, R Seco, C Belchior Engineering Applications of Artificial Intelligence 29, 70-78, 2014 | 47 | 2014 |
| A multilayer-perceptron based method for variable selection in soft sensor design FAA Souza, R Araújo, T Matias, J Mendes Journal of Process Control 23 (10), 1371-1378, 2013 | 45 | 2013 |
| On-line sequential extreme learning machine based on recursive partial least squares T Matias, F Souza, R Araújo, N Gonçalves, JP Barreto Journal of Process Control 27, 15-21, 2015 | 31 | 2015 |
| Co-evolutionary genetic multilayer perceptron for feature selection and model design F Souza, T Matias, R Araújo Emerging Technologies & Factory Automation (ETFA), 2011 IEEE 16th Conference …, 2011 | 20 | 2011 |
| Fault detection and replacement of a temperature sensor in a cement rotary kiln T Matias, D Gabriel, F Souza, R Araújo, J Costa Pereira Emerging Technologies & Factory Automation (ETFA), 2013 IEEE 18th Conference …, 2013 | 16 | 2013 |
| Genetically optimized extreme learning machine T Matias, R Araújo, C Henggeler Antunes, D Gabriel Emerging Technologies & Factory Automation (ETFA), 2013 IEEE 18th Conference …, 2013 | 16 | 2013 |
| Evolutionary learning of a fuzzy controller for industrial processes J Mendes, R Araújo, T Matias, R Seco, C Belchior Industrial Electronics Society, IECON 2014-40th Annual Conference of the …, 2014 | 15 | 2014 |
| A comparison of adaptive PID methodologies controlling a DC motor with a varying load L Osório, J Mendes, R Araújo, T Matias Emerging Technologies & Factory Automation (ETFA), 2013 IEEE 18th Conference …, 2013 | 10 | 2013 |
| Self-adaptive Takagi-Sugeno model identification methodology for industrial control processes S Rastegar, R Araújo, J Mendes, T Matias, A Emami Industrial Electronics Society, IECON 2014-40th Annual Conference of the …, 2014 | 9 | 2014 |
| Predicting gas emissions in a cement kiln plant using hard and soft modeling strategies D Gabriel, T Matias, J Costa Pereira, R Araújo Emerging Technologies & Factory Automation (ETFA), 2013 IEEE 18th Conference …, 2013 | 7 | 2013 |
| Supporting Operational Decisions on Desalination Plants from Process Modelling and Simulation to Monitoring and Automated Control with Machine Learning F Dargam, E Perz, S Bergmann, E Rodionova, P Sousa, FAA Souza, ... International Conference on Decision Support System Technology, 150-164, 2020 | 5 | 2020 |
| Adaptive identification and predictive control using an improved on-line sequential extreme learning machine T Matias, F Souza, R Araújo, S Rastegar, J Mendes Industrial Electronics Society, IECON 2014-40th Annual Conference of the …, 2014 | 5 | 2014 |
| Simulation and control systems in MIDES E Perz, F Dargam, S Bergmann, E Rodionova, P Sousa, FAA Souza, ... | | 2021 |
| Supporting Operational Decisions on Desalination Plants from Process Modelling and Simulation to Monitoring and Automated Control with Machine Learning P Sousa, FAA Souza, T Matias, JM Ortiz, A Esteve-Nuñez, P Rodenas, ... Decision Support Systems X: Cognitive Decision Support Systems and …, 2020 | | 2020 |
| MLP Co-evolucionária para Definiçao do Modelo e Selecçao de Entradas para Aplicaçao em Sensores Virtuais TF Matias | | |
Francisco Alexandre A. Souzaimec-NL/OnePlanet Research CenterVerified email at imec.nl
