Francisco Alexandre Andrade de Souza
AuthID: R-001-QG6
1
TITLE: Distilling Complex Knowledge Into Explainable T-S Fuzzy Systems Full Text
AUTHORS: Junior, Jorge S. S.; Mendes, Jerome; Souza, Francisco; Premebida, Cristiano;
PUBLISHED: 2025, SOURCE: IEEE TRANSACTIONS ON FUZZY SYSTEMS, VOLUME: 33, ISSUE: 3
AUTHORS: Junior, Jorge S. S.; Mendes, Jerome; Souza, Francisco; Premebida, Cristiano;
PUBLISHED: 2025, SOURCE: IEEE TRANSACTIONS ON FUZZY SYSTEMS, VOLUME: 33, ISSUE: 3
INDEXED IN: 
Scopus 
WOS
Scopus WOS2
TITLE: Distilling Complex Knowledge into Explainable T-S Fuzzy Systems Full Text
AUTHORS: Jorge S Júnior; Jérôme Mendes; Francisco Souza; Cristiano Premebida;
PUBLISHED: 2024, SOURCE: IEEE Transactions on Fuzzy Systems
AUTHORS: Jorge S Júnior; Jérôme Mendes; Francisco Souza; Cristiano Premebida;
PUBLISHED: 2024, SOURCE: IEEE Transactions on Fuzzy Systems
INDEXED IN: Scopus
Scopus3
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
WOS4
TITLE: High-order conditional mutual information maximization for dealing with high-order dependencies in feature selection Full Text
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
5
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 WOS6
TITLE: Correction: Souza et al. a regularized mixture of linear experts for quality prediction in multimode and multiphase industrial processes. appl. sci. 2021, 11, 2040
AUTHORS: Souza, F; Mendes, J; Araújo, R;
PUBLISHED: 2021, SOURCE: Applied Sciences (Switzerland), VOLUME: 11, ISSUE: 24
AUTHORS: Souza, F; Mendes, J; Araújo, R;
PUBLISHED: 2021, SOURCE: Applied Sciences (Switzerland), VOLUME: 11, ISSUE: 24
INDEXED IN: Scopus 
CrossRef
Scopus CrossRef7
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
8
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
9
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
10
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
WOS