Francisco Souza
Orcid: 0000-0001-6362-9349Affiliations:
- Radboud University, Institute for Molecules and Materials, Nijmegen, The Netherlands
- University of Coimbra Polo 2, Faculty of Sciences and Technology, Coimbra, Portugal (PhD 2014)
According to our database1,
Francisco Souza
authored at least 29 papers
between 2010 and 2023.
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Bibliography
2023
Int. J. Fuzzy Syst., October, 2023
IEEE Trans. Ind. Informatics, August, 2023
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., 2023
Proceedings of the 20th International Conference on Informatics in Control, 2023
Modular Cyber-Physical System for Smart Industry: a case study on energy load disaggregation.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2023
2022
High-order conditional mutual information maximization for dealing with high-order dependencies in feature selection.
Pattern Recognit., 2022
Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022
2020
Supporting Operational Decisions on Desalination Plants from Process Modelling and Simulation to Monitoring and Automated Control with Machine Learning.
Proceedings of the Decision Support Systems X: Cognitive Decision Support Systems and Technologies, 2020
2019
Proceedings of the IECON 2019, 2019
2018
Sensor-fault tolerance in a wastewater treatment plant by means of ANFIS-based soft sensor and control reconfiguration.
Neural Comput. Appl., 2018
Mixture of Elastic Net Experts and its Application to a Polymerization Batch Process.
Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018
2017
Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017
Semi-supervised soft sensor and feature ranking based on co-regularised least squares regression applied to a polymerization batch process.
Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017
2015
Coagulant Dosage Determination in a Water Treatment Plant Using Dynamic Neural Network Models.
Int. J. Comput. Intell. Appl., 2015
2014
IEEE Trans. Ind. Informatics, 2014
Learning of a single-hidden layer feedforward neural network using an optimized extreme learning machine.
Neurocomputing, 2014
Adaptive identification and predictive control using an improved on-line sequential extreme learning machine.
Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014
2013
Neo-fuzzy neuron model for seasonal rainfall forecast: A case study of Ceara's eight homogenous regions.
J. Intell. Fuzzy Syst., 2013
Expert Syst. Appl., 2013
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013
2012
Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation, 2012
Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation, 2012
2011
Co-evolutionary genetic Multilayer Perceptron for feature selection and model design.
Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011
Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011
Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011
2010
Variable and delay selection using neural networks and mutual information for data-driven soft sensors.
Proceedings of 15th IEEE International Conference on Emerging Technologies and Factory Automation, 2010
Adaptive fuzzy generalized predictive control based on Discrete-Time T-S fuzzy model.
Proceedings of 15th IEEE International Conference on Emerging Technologies and Factory Automation, 2010