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: A Regularized Mixture of Linear Experts for Quality Prediction in Multimode and Multiphase Industrial Processes
AUTHORS: Souza, F; Mendes, J; Araujo, R;
PUBLISHED: 2021, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 11, ISSUE: 5
AUTHORS: Souza, F; Mendes, J; Araujo, R;
PUBLISHED: 2021, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 11, ISSUE: 5
INDEXED IN: Scopus WOS
Scopus WOS5
TITLE: A Regularized Mixture of Linear Experts for Quality Prediction in Multimode and Multiphase Industrial Processes (vol 11, 2040, 2021)
AUTHORS: Souza, F; Mendes, J; Araujo, R;
PUBLISHED: 2021, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 11, ISSUE: 24
AUTHORS: Souza, F; Mendes, J; Araujo, R;
PUBLISHED: 2021, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 11, ISSUE: 24
INDEXED IN: WOS
WOS6
TITLE: The boundaries of state-space Granger causality analysis applied to BOLD simulated data: A comparative modelling and simulation approach Full Text
AUTHORS: Tiago Timoteo Fernandes; Bruno Direito; Alexandre Sayal; Joao Pereira; Alexandre Andrade; Miguel Castelo Branco;
PUBLISHED: 2020, SOURCE: JOURNAL OF NEUROSCIENCE METHODS, VOLUME: 341
AUTHORS: Tiago Timoteo Fernandes; Bruno Direito; Alexandre Sayal; Joao Pereira; Alexandre Andrade; Miguel Castelo Branco;
PUBLISHED: 2020, SOURCE: JOURNAL OF NEUROSCIENCE METHODS, VOLUME: 341
INDEXED IN: Scopus WOS
Scopus WOS7
TITLE: Self-Evolving Fuzzy Controller Composed of Univariate Fuzzy Control Rules
AUTHORS: Jerome Mendes; Ricardo Maia; Rui Araujo; Francisco A A Souza;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 17
AUTHORS: Jerome Mendes; Ricardo Maia; Rui Araujo; Francisco A A Souza;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 17
INDEXED IN: Scopus WOS
Scopus WOS8
TITLE: Neo-fuzzy neuron learning using backfitting algorithm Full Text
AUTHORS: Jerome Mendes; Francisco Souza; Rui Araujo; Saeid Rastegar;
PUBLISHED: 2019, SOURCE: NEURAL COMPUTING & APPLICATIONS, VOLUME: 31, ISSUE: 8
AUTHORS: Jerome Mendes; Francisco Souza; Rui Araujo; Saeid Rastegar;
PUBLISHED: 2019, SOURCE: NEURAL COMPUTING & APPLICATIONS, VOLUME: 31, ISSUE: 8
INDEXED IN: Scopus WOS
Scopus WOS9
TITLE: Sensor-fault tolerance in a wastewater treatment plant by means of ANFIS-based soft sensor and control reconfiguration Full Text
AUTHORS: Carlos Alberto C Belchior; Rui Alexandre M Araujo; Francisco Alexandre A Souza; Jorge Afonso C Landeck;
PUBLISHED: 2018, SOURCE: NEURAL COMPUTING & APPLICATIONS, VOLUME: 30, ISSUE: 10
AUTHORS: Carlos Alberto C Belchior; Rui Alexandre M Araujo; Francisco Alexandre A Souza; Jorge Afonso C Landeck;
PUBLISHED: 2018, SOURCE: NEURAL COMPUTING & APPLICATIONS, VOLUME: 30, ISSUE: 10
INDEXED IN: Scopus WOS
Scopus WOS10
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
