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Francisco Alexandre A. Souza
Francisco Alexandre A. Souza
imec-NL/OnePlanet Research Center
Email confirmado em imec.nl
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Ano
Review of soft sensor methods for regression applications
FAA Souza, R Araújo, J Mendes
Chemometrics and Intelligent Laboratory Systems 152, 69-79, 2016
2902016
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
1052014
Adaptive fuzzy identification and predictive control for industrial processes
J Mendes, R Araújo, F Souza
Expert Systems with Applications 40 (17), 6964-6975, 2013
682013
Online mixture of univariate linear regression models for adaptive soft sensors
F Souza, R Araújo
IEEE Transactions on Industrial Informatics 10 (2), 937-945, 2013
502013
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
452013
Genetic fuzzy system for data-driven soft sensors design
J Mendes, F Souza, R Araújo, N Gonçalves
Applied Soft Computing, 2012
452012
Mixture of partial least squares experts and application in prediction settings with multiple operating modes
FAA Souza, R Araújo
Chemometrics and Intelligent Laboratory Systems 130, 192-202, 2014
432014
Variable and delay selection using neural networks and mutual information for data-driven soft sensors
F Souza, P Santos, R Araújo
Emerging Technologies and Factory Automation (ETFA), 2010 IEEE Conference on …, 2010
422010
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
312015
A new isolated DC-DC boost converter using three-state switching cell
RP Torrico-Bascopé, CGC Branco, GV Torrico-Bascope, CMT Cruz, ...
Applied Power Electronics Conference and Exposition, 2008. APEC 2008. Twenty …, 2008
272008
Variable and time-lag selection using empirical data
F Souza, R Araujo
Emerging Technologies & Factory Automation (ETFA), 2011 IEEE 16th Conference …, 2011
242011
Applying probabilistic mixture models to semantic place classification in mobile robotics
C Premebida, DR Faria, FA Souza, U Nunes
2015 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2015
232015
Sensor-fault tolerance in a wastewater treatment plant by means of ANFIS-based soft sensor and control reconfiguration
CAC Belchior, RAM Araújo, FAA Souza, JAC Landeck
Neural Computing and Applications 30, 3265-3276, 2018
212018
Co-evolutionary genetic multilayer perceptron for feature selection and model design
F Souza, T Matias, R Araójo
ETFA2011, 1-7, 2011
202011
Adaptive fuzzy generalized predictive control based on Discrete-Time TS fuzzy model
J Mendes, R Araújo, F Souza
2010 IEEE 15th Conference on Emerging Technologies & Factory Automation …, 2010
202010
Self-evolving fuzzy controller composed of univariate fuzzy control rules
J Mendes, R Maia, R Araújo, FAA Souza
Applied Sciences 10 (17), 5836, 2020
182020
High-order conditional mutual information maximization for dealing with high-order dependencies in feature selection
F Souza, C Premebida, R Araújo
Pattern Recognition 131, 108895, 2022
172022
Design and application of soft sensor using ensemble methods
S Soares, R Araújo, P Sousa, F Souza
ETFA2011, 1-8, 2011
172011
Fault detection and replacement of a temperature sensor in a cement rotary kiln
T Matias, D Gabriel, F Souza, R Araújo, JC Pereira
2013 IEEE 18th Conference on Emerging Technologies & Factory Automation …, 2013
162013
Seasonal rainfall forecast using a neo-fuzzy neuron model
TN de Castro, F Souza, JMB Alves, RST Pontes, MBM Firmino, ...
2011 9th IEEE International Conference on Industrial Informatics, 694-698, 2011
122011
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