Francisco Alexandre A. Souza
Francisco Alexandre A. Souza
R&D at Oncontrol Technologies
Email confirmado em oncontrol-tech.com
TítuloCitado porAno
Review of soft sensor methods for regression applications
FAA Souza, R Araújo, J Mendes
Chemometrics and Intelligent Laboratory Systems 152, 69-79, 2016
652016
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
532014
Adaptive fuzzy identification and predictive control for industrial processes
J Mendes, R Araújo, F Souza
Expert Systems with Applications 40 (17), 6964-6975, 2013
512013
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
302013
Genetic fuzzy system for data-driven soft sensors design
J Mendes, F Souza, R Araújo, N Gonçalves
Applied Soft Computing, 2012
302012
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
242010
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
242008
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
202014
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
192013
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
172015
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
152015
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
152010
Co-evolutionary genetic multilayer perceptron for feature selection and model design
F Souza, T Matias, R Araójo
ETFA2011, 1-7, 2011
112011
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
102013
Design and application of soft sensor using ensemble methods
S Soares, R Araújo, P Sousa, F Souza
ETFA2011, 1-8, 2011
102011
Variable and time-lag selection using empirical data
F Souza, R Araujo
Emerging Technologies & Factory Automation (ETFA), 2011 IEEE 16th Conference …, 2011
92011
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
72011
Neo-fuzzy neuron model for seasonal rainfall forecast: A case study of Ceara's eight homogenous regions
TN de Castro, F Souza, MB José, RST Pontes, LLN dos Reis, S Daher
Journal of Intelligent & Fuzzy Systems 25 (2), 389-394, 2013
52013
Online evolving fuzzy control design: An application to a CSTR plant
J Mendes, F Souza, R Araújo
2017 IEEE 15th International Conference on Industrial Informatics (INDIN …, 2017
42017
An online variable selection method using recursive least squares
F Souza, R Araújo
Proceedings of 2012 IEEE 17th International Conference on Emerging …, 2012
42012
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