Francisco Alexandre A. Souza

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 6

Top Topics

Iterative Learning

Expert Knowledge

Wastewater Treatment

Top Venues

Int. J. Decis. Support Syst. Technol.

Neural Comput. Appl.

Publications

Tim Offermans, Ewa Szymanska, Francisco Alexandre A. Souza, Jeroen J. Jansen
Process expert knowledge is essential in creating value from data-driven industrial soft sensors. Comput. Chem. Eng. 183 (2024)
Fátima C. C. Dargam, Erhard W. Perz, Stefan Bergmann, Ekaterina Rodionova, Pedro Angelo Morais de Sousa, Francisco Alexandre A. Souza, Tiago Matias, Juan Manuel Ortiz, Abraham Esteve-Nuñez, Pau Rodenas, Patricia Zamora Bonachela
Operational Decision-Making on Desalination Plants: From Process Modelling and Simulation to Monitoring and Automated Control With Machine Learning. Int. J. Decis. Support Syst. Technol. 15 (2) (2023)
Fátima C. C. Dargam, Erhard W. Perz, Stefan Bergmann, Ekaterina Rodionova, Pedro Angelo Morais de Sousa, Francisco Alexandre A. Souza, Tiago Matias, Juan Manuel Ortiz, Abraham Esteve-Nuñez, Pau Rodenas, Patricia Zamora Bonachela
Supporting Operational Decisions on Desalination Plants from Process Modelling and Simulation to Monitoring and Automated Control with Machine Learning. ICDSST (2020)
Jérôme Mendes, Francisco Alexandre A. Souza, Ricardo Maia, Rui Araújo
Iterative Learning of Multiple Univariate Zero-Order T-S Fuzzy Systems. IECON (2019)
Carlos Alberto Coelho Belchior, Rui Alexandre Matos Araújo, Francisco Alexandre A. Souza, Jorge Afonso Cardoso Landeck
Sensor-fault tolerance in a wastewater treatment plant by means of ANFIS-based soft sensor and control reconfiguration. Neural Comput. Appl. 30 (10) (2018)
Vasco Ferreira, Francisco Alexandre A. Souza, Rui Araújo
Semi-supervised soft sensor and feature ranking based on co-regularised least squares regression applied to a polymerization batch process. INDIN (2017)