Francisco Souza

31 papers A 1C 11Journal 16Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Distilling Complex Knowledge Into Explainable T-S Fuzzy Systems.
IEEE Trans. Fuzzy Syst.
Jorge Sampaio Silveira Junior, Jérôme Mendes, Francisco Souza, Cristiano Premebida
2025 J jnl
Integrating Expert and Physics Knowledge for Modeling Heat Load in District Heating Systems.
CoRR
Francisco Souza, Thom Badings, Geert J. Postma, Jeroen J. Jansen
2025 J jnl
Integrating Expert and Physics Knowledge for Modeling Heat Load in District Heating Systems.
IEEE Trans. Ind. Informatics
Francisco Souza, Thom Badings, Geert J. Postma, Jeroen J. Jansen
2024 — conf
Modeling Humidity and Temperature Effects on Electrochemical Gas Sensors at Low Concentrations.
I2MTC
Francisco Souza, Jasper Fabius, Shaojie Zhuang, Jan Vonk, Burcu Celikkol, Santiago Gaitan
2023 J jnl
Contextual Mixture of Experts: Integrating Knowledge into Predictive Modeling.
IEEE Trans. Ind. Informatics
Francisco Souza, Tim Offermans, Ruud Barendse, Geert J. Postma, Jeroen J. Jansen
2023 — conf
Hybrid LSTM-Fuzzy System to Model a Sulfur Recovery Unit.
ICINCO (2)
Jorge Sampaio Silveira Junior, Jérôme Mendes, Francisco Souza, Cristiano Premebida
2023 A conf
Modular Cyber-Physical System for Smart Industry: a case study on energy load disaggregation.
ICCAD
Jorge Alves, Pedro Sousa, Bárbara Matos, Jérôme Mendes, Francisco Souza, Tiago Matias
2023 J jnl
Survey on Deep Fuzzy Systems in Regression Applications: A View on Interpretability.
Int. J. Fuzzy Syst.
Jorge Sampaio Silveira Junior, Jérôme Mendes, Francisco Souza, Cristiano Premebida
2022 — conf
Batch Endpoint Prediction using Local Mixture of Batch Time Experts.
MetroXRAINE
Francisco Souza, Tim Offermans, Jeroen J. Jansen
2022 J jnl
Contextual Mixture of Experts: Integrating Knowledge into Predictive Modeling.
CoRR
Francisco Souza, Tim Offermans, Ruud Barendse, Geert J. Postma, Jeroen J. Jansen
2022 J jnl
High-Order Conditional Mutual Information Maximization for dealing with High-Order Dependencies in Feature Selection.
CoRR
Francisco Souza, Cristiano Premebida, Rui Araújo
2022 J jnl
High-order conditional mutual information maximization for dealing with high-order dependencies in feature selection.
Pattern Recognit.
Francisco Souza, Cristiano Premebida, Rui Araújo
2022 J jnl
Survey on Deep Fuzzy Systems in regression applications: a view on interpretability.
CoRR
Jorge Sampaio Silveira Junior, Jérôme Mendes, Francisco Souza, Cristiano Premebida
2019 J jnl
Neo-fuzzy neuron learning using backfitting algorithm.
Neural Comput. Appl.
Jérôme Mendes, Francisco Souza, Rui Araújo, Saeid Rastegar
2018 C conf
Mixture of Elastic Net Experts and its Application to a Polymerization Batch Process.
INDIN
Francisco Souza, Rui Araújo
2017 C conf
Online evolving fuzzy control design: An application to a CSTR plant.
INDIN
Jérôme Mendes, Francisco Souza, Rui Araújo
2015 J jnl
Coagulant Dosage Determination in a Water Treatment Plant Using Dynamic Neural Network Models.
Int. J. Comput. Intell. Appl.
Leonaldo Silva Gomes, Francisco Souza, Ricardo Silva The Pontes, Tobias R. Fernandes Neto, Rui Alexandre Matos Araújo
2014 C conf
Adaptive identification and predictive control using an improved on-line sequential extreme learning machine.
IECON
Tiago Matias, Francisco Souza, Rui Araújo, Saeid Rastegar, Jérôme Mendes
2014 J jnl
Learning of a single-hidden layer feedforward neural network using an optimized extreme learning machine.
Neurocomputing
Tiago Matias, Francisco Souza, Rui Araújo, Carlos Henggeler Antunes
2014 J jnl
Online Mixture of Univariate Linear Regression Models for Adaptive Soft Sensors.
IEEE Trans. Ind. Informatics
Francisco Souza, Rui Araújo
2013 J jnl
Adaptive fuzzy identification and predictive control for industrial processes.
Expert Syst. Appl.
Jérôme Mendes, Rui Araújo, Francisco Souza
2013 C conf
Fault detection and replacement of a temperature sensor in a cement rotary kiln.
ETFA
Tiago Matias, Dulce Gabriel, Francisco Souza, Rui Araújo, J. Costa Pereira
2013 J jnl
Neo-fuzzy neuron model for seasonal rainfall forecast: A case study of Ceara's eight homogenous regions.
J. Intell. Fuzzy Syst.
Thiago N. de Castro, Francisco Souza, José M. B., Ricardo Silva The Pontes, Laurinda L. N. dos Reis, Sérgio Daher
2012 C conf
An online variable selection method using recursive least squares.
ETFA
Francisco Souza, Rui Araújo
2012 C conf
Evolutionary fuzzy models for nonlinear identification.
ETFA
Jérôme Mendes, Samuel Pinto, Rui Araújo, Francisco Souza
2012 J jnl
Genetic fuzzy system for data-driven soft sensors design.
Appl. Soft Comput.
Jérôme Mendes, Francisco Souza, Rui Araújo, Nuno Gonçalves
2011 C conf
Co-evolutionary genetic Multilayer Perceptron for feature selection and model design.
ETFA
Francisco Souza, Tiago Matias, Rui Araújo
2011 C conf
Design and application of Soft Sensor using Ensemble Methods.
ETFA
Symone G. Soares, Rui Araújo, Pedro Angelo Morais de Sousa, Francisco Souza
2011 C conf
Variable and time-lag selection using empirical data.
ETFA
Francisco Souza, Rui Araújo
2010 C conf
Adaptive fuzzy generalized predictive control based on Discrete-Time T-S fuzzy model.
ETFA
Jérôme Mendes, Rui Araújo, Francisco Souza
2010 C conf
Variable and delay selection using neural networks and mutual information for data-driven soft sensors.
ETFA
Francisco Souza, Pedro Santos, Rui Araújo