| 2023 | ICINCO | Hybrid LSTM-Fuzzy System to Model a Sulfur Recovery Unit. | Jorge Sampaio Silveira Junior, Jrme Mendes, Francisco Souza, Cristiano Premebida |
| 2018 | INDIN | Mixture of Elastic Net Experts and its Application to a Polymerization Batch Process. | Francisco Souza, Rui Arajo |
| 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 |
| 2013 | ETFA | Fault detection and replacement of a temperature sensor in a cement rotary kiln. | Tiago Matias, Dulce Gabriel, Francisco Souza, Rui Arajo, J. Costa Pereira |
| 2012 | ETFA | Evolutionary fuzzy models for nonlinear identification. | Jrme Mendes, Samuel Pinto, Rui Arajo, Francisco Souza |
| 2012 | ETFA | An online variable selection method using recursive least squares. | Francisco Souza, Rui Arajo |
| 2011 | ETFA | Design and application of Soft Sensor using Ensemble Methods. | Symone G. Soares, Rui Arajo, Pedro Angelo Morais de Sousa, Francisco Souza |
| 2011 | ETFA | Variable and time-lag selection using empirical data. | Francisco Souza, Rui Arajo |
| 2011 | ETFA | Co-evolutionary genetic Multilayer Perceptron for feature selection and model design. | Francisco Souza, Tiago Matias, Rui Arajo |
| 2010 | ETFA | Adaptive fuzzy generalized predictive control based on Discrete-Time T-S fuzzy model. | Jrme Mendes, Rui Arajo, Francisco Souza |
| 2010 | ETFA | Variable and delay selection using neural networks and mutual information for data-driven soft sensors. | Francisco Souza, Pedro Santos, Rui Arajo |