Francisco Alexandre Andrade de Souza
AuthID: R-001-QG6
1
TITLE: Survey on Deep Fuzzy Systems in Regression Applications: A View on Interpretability
AUTHORS: S. S. Junior, Jorge; Mendes, Jerome; Souza, Francisco; Premebida, Cristiano;
PUBLISHED: 2023, SOURCE: INTERNATIONAL JOURNAL OF FUZZY SYSTEMS
AUTHORS: S. S. Junior, Jorge; Mendes, Jerome; Souza, Francisco; Premebida, Cristiano;
PUBLISHED: 2023, SOURCE: INTERNATIONAL JOURNAL OF FUZZY SYSTEMS
INDEXED IN: 
WOS
WOS2
TITLE: High-order conditional mutual information maximization for dealing with high-order dependencies in feature selection
AUTHORS: Souza, Francisco; Premebida, Cristiano; Araujo, Rui;
PUBLISHED: 2022, SOURCE: PATTERN RECOGNITION, VOLUME: 131
AUTHORS: Souza, Francisco; Premebida, Cristiano; Araujo, Rui;
PUBLISHED: 2022, SOURCE: PATTERN RECOGNITION, VOLUME: 131
INDEXED IN: 
Scopus WOS
Scopus WOS3
TITLE: Coarse Return Prediction in a Cement Industry's Closed Grinding Circuit System through a Fully Connected Deep Neural Network (FCDNN) Model
AUTHORS: Danishvar, M; Danishvar, S; Souza, F; Sousa, P; Mousavi, A;
PUBLISHED: 2021, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 11, ISSUE: 4
AUTHORS: Danishvar, M; Danishvar, S; Souza, F; Sousa, P; Mousavi, A;
PUBLISHED: 2021, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 11, ISSUE: 4
INDEXED IN: Scopus WOS
Scopus WOS4
TITLE: Review of soft sensor methods for regression applications Full Text
AUTHORS: Francisco A A Souza; Rui Araujo; Jerome Mendes;
PUBLISHED: 2016, SOURCE: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, VOLUME: 152
AUTHORS: Francisco A A Souza; Rui Araujo; Jerome Mendes;
PUBLISHED: 2016, SOURCE: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, VOLUME: 152
5
TITLE: On-line sequential extreme learning machine based on recursive partial least squares Full Text
AUTHORS: Tiago Matias; Francisco Souza; Rui Araujo; Nuno Goncalves; Joao P Barreto;
PUBLISHED: 2015, SOURCE: JOURNAL OF PROCESS CONTROL, VOLUME: 27
AUTHORS: Tiago Matias; Francisco Souza; Rui Araujo; Nuno Goncalves; Joao P Barreto;
PUBLISHED: 2015, SOURCE: JOURNAL OF PROCESS CONTROL, VOLUME: 27
6
TITLE: Coagulant Dosage Determination in a Water Treatment Plant Using Dynamic Neural Network Models
AUTHORS: Leonaldo Silva Gomes; Francisco Alexandre A Souza; Ricardo Silva T The Pontes; Tobias R F Fernandes Neto; Rui Alexandre M Araujo;
PUBLISHED: 2015, SOURCE: INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE AND APPLICATIONS, VOLUME: 14, ISSUE: 3
AUTHORS: Leonaldo Silva Gomes; Francisco Alexandre A Souza; Ricardo Silva T The Pontes; Tobias R F Fernandes Neto; Rui Alexandre M Araujo;
PUBLISHED: 2015, SOURCE: INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE AND APPLICATIONS, VOLUME: 14, ISSUE: 3
7
TITLE: Applying Probabilistic Mixture Models to Semantic Place Classification in Mobile Robotics
AUTHORS: Cristiano Premebida; Diego R Faria; Francisco A Souza; Urbano Nunes;
PUBLISHED: 2015, SOURCE: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) in 2015 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS)
AUTHORS: Cristiano Premebida; Diego R Faria; Francisco A Souza; Urbano Nunes;
PUBLISHED: 2015, SOURCE: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) in 2015 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS)
INDEXED IN: WOS
WOS8
TITLE: Mixture of partial least squares experts and application in prediction settings with multiple operating modes Full Text
AUTHORS: Francisco A A Souza; Rui Araujo ;
PUBLISHED: 2014, SOURCE: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, VOLUME: 130
AUTHORS: Francisco A A Souza; Rui Araujo ;
PUBLISHED: 2014, SOURCE: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, VOLUME: 130
9
TITLE: Learning of a single-hidden layer feedforward neural network using an optimized extreme learning machine Full Text
AUTHORS: Tiago Matias; Francisco Souza; Rui Araujo; Carlos Henggeler Antunes;
PUBLISHED: 2014, SOURCE: NEUROCOMPUTING, VOLUME: 129
AUTHORS: Tiago Matias; Francisco Souza; Rui Araujo; Carlos Henggeler Antunes;
PUBLISHED: 2014, SOURCE: NEUROCOMPUTING, VOLUME: 129
10
TITLE: Online Mixture of Univariate Linear Regression Models for Adaptive Soft Sensors
AUTHORS: Francisco Souza; Rui Araujo;
PUBLISHED: 2014, SOURCE: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, VOLUME: 10, ISSUE: 2
AUTHORS: Francisco Souza; Rui Araujo;
PUBLISHED: 2014, SOURCE: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, VOLUME: 10, ISSUE: 2
