| 2023 | ICINCO | Hybrid LSTM-Fuzzy System to Model a Sulfur Recovery Unit. | Jorge Sampaio Silveira Junior, Jrme Mendes, Francisco Souza, Cristiano Premebida |
| 2022 | IJCNN | Prediction of Key Variables in Wastewater Treatment Plants Using Machine Learning Models. | Rodrigo Salles, Jrme Mendes, Rui Arajo, Carlos Melo, Pedro Moura |
| 2022 | IECON | Electric Vehicle Physical Parameters Identification. | Ricardo Maia, Jrme Mendes, Rui Arajo |
| 2022 | IECON | Wildfire Spread Prediction Model Calibration Using Metaheuristic Algorithms. | Jorge Pereira, Jrme Mendes, Jorge Sampaio Silveira Junior, Carlos Viegas, Joo Ruivo Paulo |
| 2022 | IECON | Dynamic Setpoint Optimization Using Metaheuristic Algorithms for Wastewater Treatment Plants. | Rodrigo Salles, Jrme Mendes, Carlos Henggeler Antunes, Pedro Moura, Joana Dias |
| 2021 | INDIN | Novelty Detection for Iterative Learning of MIMO Fuzzy Systems. | Jorge Sampaio Silveira Junior, Jrme Mendes, Rui Arajo, Joo Ruivo Paulo, Cristiano Premebida |
| 2019 | IECON | Iterative Learning of Multiple Univariate Zero-Order T-S Fuzzy Systems. | Jrme Mendes, Francisco Alexandre A. Souza, Ricardo Maia, Rui Arajo |
| 2018 | ETFA | H | Carlos Alberto Belchior, Rui Arajo, Jrme Mendes, Alcidney Chaves, Ricardo Maia |
| 2017 | INDIN | Online evolving fuzzy control design: An application to a CSTR plant. | Jrme Mendes, Francisco Souza, Rui Arajo |
| 2014 | IECON | Adaptive identification and predictive control using an improved on-line sequential extreme learning machine. | Tiago Matias, Francisco Souza, Rui Arajo, Saeid Rastegar, Jrme Mendes |
| 2014 | IECON | Evolutionary learning of a fuzzy controller for industrial processes. | Jrme Mendes, Rui Arajo, Tiago Matias, Ricardo Seco, Carlos Alberto Belchior |
| 2014 | IECON | Self-adaptive Takagi-Sugeno model identification methodology for industrial control processes. | Saeid Rastegar, Rui Arajo, Jrme Mendes, Tiago Matias, Alireza Emami |
| 2013 | ETFA | A comparison of adaptive PID methodologies controlling a DC motor with a varying load. | Lus Osrio, Jrme Mendes, Rui Arajo, Tiago Matias |
| 2012 | ETFA | Evolutionary fuzzy models for nonlinear identification. | Jrme Mendes, Samuel Pinto, Rui Arajo, Francisco Souza |
| 2012 | ETFA | Fuzzy model predictive control for nonlinear processes. | Jrme Mendes, Rui Arajo |
| 2011 | ETFA | Stable indirect adaptive predictive fuzzy control for industrial processes. | Jrme Mendes, Rui Arajo |
| 2011 | ETFA | Automatic extraction of the fuzzy control system for industrial processes. | Jrme Mendes, Ricardo Seco, Rui Arajo |
| 2011 | ETFA | Adaptive predictive control with recurrent fuzzy neural network for industrial processes. | Jrme Mendes, Nuno Sousa, Rui Arajo |
| 2010 | ETFA | Adaptive fuzzy generalized predictive control based on Discrete-Time T-S fuzzy model. | Jrme Mendes, Rui Arajo, Francisco Souza |