Francisco Souza

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 3

Top Topics

Recursive Least Squares

Linear Regression Models

Predictive Control

Top Venues

Publications

Jérôme Mendes, Francisco Souza, Rui Araújo, Saeid Rastegar
Neo-fuzzy neuron learning using backfitting algorithm. Neural Comput. Appl. 31 (8) (2019)
Francisco Souza, Rui Araújo
Mixture of Elastic Net Experts and its Application to a Polymerization Batch Process. INDIN (2018)
Jérôme Mendes, Francisco Souza, Rui Araújo
Online evolving fuzzy control design: An application to a CSTR plant. INDIN (2017)
Eliomar Campos, Rúbens de Souza Matos Júnior, Paulo R. M. Maciel, Igor Costa, Francisco Airton Silva, Francisco Souza
Performance Evaluation of Virtual Machines Instantiation in a Private Cloud. SERVICES (2015)
Leonaldo Silva Gomes, Francisco Souza, Ricardo Silva The Pontes, Tobias R. Fernandes Neto, Rui Alexandre Matos Araújo
Coagulant Dosage Determination in a Water Treatment Plant Using Dynamic Neural Network Models. Int. J. Comput. Intell. Appl. 14 (3) (2015)
Eliomar Campos, Rúbens de Souza Matos Júnior, Paulo Romero Martins Maciel, Airton Pereira, Francisco Souza
Stochastic Modeling of Auto Scaling Mechanism in Private Clouds for Supporting Performance Tuning. SMC (2015)
Tiago Matias, Francisco Souza, Rui Araújo, Saeid Rastegar, Jérôme Mendes
Adaptive identification and predictive control using an improved on-line sequential extreme learning machine. IECON (2014)
Tiago Matias, Francisco Souza, Rui Araújo, Carlos Henggeler Antunes
Learning of a single-hidden layer feedforward neural network using an optimized extreme learning machine. Neurocomputing 129 (2014)
Francisco Souza, Rui Araújo
Online Mixture of Univariate Linear Regression Models for Adaptive Soft Sensors. IEEE Trans. Ind. Informatics 10 (2) (2014)
Thiago N. de Castro, Francisco Souza, José M. B., Ricardo Silva The Pontes, Laurinda L. N. dos Reis, Sérgio Daher
Neo-fuzzy neuron model for seasonal rainfall forecast: A case study of Ceara's eight homogenous regions. J. Intell. Fuzzy Syst. 25 (2) (2013)
Jérôme Mendes, Rui Araújo, Francisco Souza
Adaptive fuzzy identification and predictive control for industrial processes. Expert Syst. Appl. 40 (17) (2013)
Tiago Matias, Dulce Gabriel, Francisco Souza, Rui Araújo, J. Costa Pereira
Fault detection and replacement of a temperature sensor in a cement rotary kiln. ETFA (2013)
Jérôme Mendes, Francisco Souza, Rui Araújo, Nuno Gonçalves
Genetic fuzzy system for data-driven soft sensors design. Appl. Soft Comput. 12 (10) (2012)
Francisco Souza, Rui Araújo
An online variable selection method using recursive least squares. ETFA (2012)
Jérôme Mendes, Samuel Pinto, Rui Araújo, Francisco Souza
Evolutionary fuzzy models for nonlinear identification. ETFA (2012)
Francisco Souza, Rui Araújo
Variable and time-lag selection using empirical data. ETFA (2011)
Francisco Souza, Tiago Matias, Rui Araújo
Co-evolutionary genetic Multilayer Perceptron for feature selection and model design. ETFA (2011)
Symone G. Soares, Rui Araújo, Pedro Angelo Morais de Sousa, Francisco Souza
Design and application of Soft Sensor using Ensemble Methods. ETFA (2011)
Jérôme Mendes, Rui Araújo, Francisco Souza
Adaptive fuzzy generalized predictive control based on Discrete-Time T-S fuzzy model. ETFA (2010)
Francisco Souza, Pedro Santos, Rui Araújo
Variable and delay selection using neural networks and mutual information for data-driven soft sensors. ETFA (2010)