Francisco Alexandre A. Souza
Radboud Universiteit
H-index: 16
Europe-Netherlands
Top articles of Francisco Alexandre A. Souza
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Process expert knowledge is essential in creating value from data-driven industrial soft sensors | Computers & Chemical Engineering | Tim Offermans Ewa Szymańska Francisco AA Souza Jeroen J Jansen | 2024/4/1 |
Hybrid Modeling for Photovoltaic Module Operating Temperature Estimation | IEEE Journal of Photovoltaics | Leticia O Santos Francisco AA Souza Clodoaldo O Carvalho Filho Paulo CM Carvalho Tarek AlSkaif | 2024/3/21 |
Modular Cyber-Physical System for Smart Industry: a case study on energy load disaggregation | Jorge Alves Pedro Sousa Bárbara Matos Jérôme Mendes Francisco Souza | 2023/5/10 | |
Hybrid LSTM-Fuzzy System to Model a Sulfur Recovery Unit | Jorge SS Júnior Jérôme Mendes Francisco Souza Cristiano Premebida | 2023 | |
Survey on Deep Fuzzy Systems in regression applications: a view on interpretability | International Journal of Fuzzy Systems | Jorge SS Júnior Jérôme Mendes Francisco Souza Cristiano Premebida | 2023/10 |
High-order conditional mutual information maximization for dealing with high-order dependencies in feature selection | Pattern Recognition | Francisco Souza Cristiano Premebida Rui Araújo | 2022/11/1 |
Batch Endpoint Prediction using Local Mixture of Batch Time Experts | Francisco Souza Tim Offermans Jeroen Jansen | 2022/10/26 | |
Operational Decision-Making on Desalination Plants: From Process Modelling and Simulation to Monitoring and Automated Control With Machine Learning | International Journal of Decision Support System Technology (IJDSST) | Fatima CC Dargam Erhard Perz Stefan Bergmann Ekaterina Rodionova Pedro Sousa | 2022/12/5 |
Contextual mixture of experts: Integrating knowledge into predictive modeling | IEEE Transactions on Industrial Informatics | Francisco Souza Tim Offermans Ruud Barendse Geert Postma Jeroen Jansen | 2022/11/28 |
Proof of concept of fault detection and identification framework applied in power converter based on digital twins | André Abreu de M Lima Francisco Alexandre A Souza Ernande E Campelo Morais Dalton de A Honório Luiz Henrique SC Barreto | 2022/11/17 | |
Simulation and control systems in MIDES | Erhard Perz Fatima Dargam Stefan Bergmann Ekaterina Rodionova Pedro Sousa | 2021/5/15 | |
A regularized mixture of linear experts for quality prediction in multimode and multiphase industrial processes | Applied Sciences | Francisco Souza Jérôme Mendes Rui Araújo | 2021/2/25 |
Coarse return prediction in a cement industry’s closed grinding circuit system through a fully connected deep neural network (FCDNN) model | Applied Sciences | Morad Danishvar Sebelan Danishvar Francisco Souza Pedro Sousa Alireza Mousavi | 2021/2/3 |
Self-evolving fuzzy controller composed of univariate fuzzy control rules | Applied Sciences | Jérôme Mendes Ricardo Maia Rui Araújo Francisco AA Souza | 2020/8/23 |
Supporting operational decisions on desalination plants from process modelling and simulation to monitoring and automated control with machine learning | Fatima Dargam Erhard Perz Stefan Bergmann Ekaterina Rodionova Pedro Sousa | 2020 |
Co-Authors
