Articles with public access mandates - Francisco Alexandre A. SouzaLearn more
Not available anywhere: 8
Review of soft sensor methods for regression applications
FAA Souza, R Araújo, J Mendes
Chemometrics and Intelligent Laboratory Systems 152, 69-79, 2016
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Sensor-fault tolerance in a wastewater treatment plant by means of ANFIS-based soft sensor and control reconfiguration
CAC Belchior, RAM Araújo, FAA Souza, JAC Landeck
Neural Computing and Applications 30, 3265-3276, 2018
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Neo-fuzzy neuron learning using backfitting algorithm
J Mendes, F Souza, R Araújo, S Rastegar
Neural Computing and Applications 31, 3609-3618, 2019
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
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
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Semi-supervised soft sensor and feature ranking based on co-regularised least squares regression applied to a polymerization batch process
V Ferreira, FAA Souza, R Araújo
2017 IEEE 15th International Conference on Industrial Informatics (INDIN …, 2017
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Iterative learning of multiple univariate zero-order TS fuzzy systems
J Mendes, FAA Souza, R Maia, R Araújo
IECON 2019-45th Annual Conference of the IEEE Industrial Electronics Society …, 2019
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Mixture of elastic net experts and its application to a polymerization batch process
F Souza, R Araújo
2018 IEEE 16th International Conference on Industrial Informatics (INDIN …, 2018
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Explainable Deep Fuzzy Systems Applied to Sulfur Recovery Unit
JSS Júnior, J Mendes, F Souza, C Premebida
Machine Learning and Granular Computing: A Synergistic Design Environment, 27-54, 2024
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Available somewhere: 8
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
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
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
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Self-evolving fuzzy controller composed of univariate fuzzy control rules
J Mendes, R Maia, R Araújo, FAA Souza
Applied Sciences 10 (17), 5836, 2020
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Survey on deep fuzzy systems in regression applications: a view on interpretability
J SS Júnior, J Mendes, F Souza, C Premebida
International Journal of Fuzzy Systems 25 (7), 2568-2589, 2023
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Supporting operational decisions on desalination plants from process modelling and simulation to monitoring and automated control with machine learning
F Dargam, E Perz, S Bergmann, E Rodionova, P Sousa, FAA Souza, ...
Decision Support Systems X: Cognitive Decision Support Systems and …, 2020
Mandates: European Commission
Adaptive identification and predictive control using an improved on-line sequential extreme learning machine
T Matias, F Souza, R Araújo, S Rastegar, J Mendes
IECON 2014-40th Annual Conference of the IEEE Industrial Electronics Society …, 2014
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Hybrid LSTM-Fuzzy System to Model a Sulfur Recovery Unit.
JSS Junior, J Mendes, F Souza, C Premebida
ICINCO (2), 281-288, 2023
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Operational Decision-Making on Desalination Plants: From Process Modelling and Simulation to Monitoring and Automated Control With Machine Learning
FCC Dargam, E Perz, S Bergmann, E Rodionova, P Sousa, FAA Souza, ...
International Journal of Decision Support System Technology (IJDSST) 15 (2 …, 2022
Mandates: European Commission
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