![](https://dblp1.uni-trier.de/img/logo.ua.320x120.png)
![](https://dblp1.uni-trier.de/img/dropdown.dark.16x16.png)
![](https://dblp1.uni-trier.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp1.uni-trier.de/img/search.dark.16x16.png)
![search dblp](https://dblp1.uni-trier.de/img/search.dark.16x16.png)
default search action
Francisco Souza 0001
Person information
- affiliation: Radboud University, Institute for Molecules and Materials, Nijmegen, The Netherlands
- affiliation (PhD 2014): University of Coimbra Polo 2, Faculty of Sciences and Technology, Coimbra, Portugal
Refine list
![note](https://dblp1.uni-trier.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j13]Tim Offermans, Ewa Szymanska, Francisco Alexandre A. Souza, Jeroen J. Jansen:
Process expert knowledge is essential in creating value from data-driven industrial soft sensors. Comput. Chem. Eng. 183: 108602 (2024) - [c18]Francisco Souza, Jasper Fabius, Shaojie Zhuang, Jan Vonk, Burcu Celikkol, Santiago Gaitan:
Modeling Humidity and Temperature Effects on Electrochemical Gas Sensors at Low Concentrations. I2MTC 2024: 1-6 - 2023
- [j12]Fátima C. C. Dargam, Erhard W. Perz
, Stefan Bergmann, Ekaterina Rodionova, Pedro Angelo Morais de Sousa, Francisco Alexandre A. Souza, Tiago Matias, Juan Manuel Ortiz
, Abraham Esteve-Nuñez, Pau Rodenas
, Patricia Zamora Bonachela:
Operational Decision-Making on Desalination Plants: From Process Modelling and Simulation to Monitoring and Automated Control With Machine Learning. Int. J. Decis. Support Syst. Technol. 15(2): 1-20 (2023) - [j11]Jorge Sampaio Silveira Junior
, Jérôme Mendes
, Francisco Souza
, Cristiano Premebida
:
Survey on Deep Fuzzy Systems in Regression Applications: A View on Interpretability. Int. J. Fuzzy Syst. 25(7): 2568-2589 (2023) - [j10]Francisco Souza
, Tim Offermans
, Ruud Barendse, Geert J. Postma, Jeroen J. Jansen:
Contextual Mixture of Experts: Integrating Knowledge into Predictive Modeling. IEEE Trans. Ind. Informatics 19(8): 9048-9059 (2023) - [c17]Jorge Alves, Pedro Sousa, Bárbara Matos, Jérôme Mendes
, Francisco Souza, Tiago Matias:
Modular Cyber-Physical System for Smart Industry: a case study on energy load disaggregation. ICCAD 2023: 1-6 - [c16]Jorge Sampaio Silveira Junior, Jérôme Mendes
, Francisco Souza, Cristiano Premebida:
Hybrid LSTM-Fuzzy System to Model a Sulfur Recovery Unit. ICINCO (2) 2023: 281-288 - 2022
- [j9]Francisco Souza
, Cristiano Premebida
, Rui Araújo
:
High-order conditional mutual information maximization for dealing with high-order dependencies in feature selection. Pattern Recognit. 131: 108895 (2022) - [c15]Francisco Souza, Tim Offermans
, Jeroen J. Jansen:
Batch Endpoint Prediction using Local Mixture of Batch Time Experts. MetroXRAINE 2022: 613-617 - [i3]Francisco Souza, Cristiano Premebida, Rui Araújo:
High-Order Conditional Mutual Information Maximization for dealing with High-Order Dependencies in Feature Selection. CoRR abs/2207.08476 (2022) - [i2]Jorge Sampaio Silveira Junior, Jérôme Mendes, Francisco Souza, Cristiano Premebida:
Survey on Deep Fuzzy Systems in regression applications: a view on interpretability. CoRR abs/2209.04230 (2022) - [i1]Francisco Souza, Tim Offermans, Ruud Barendse, Geert J. Postma, Jeroen J. Jansen:
Contextual Mixture of Experts: Integrating Knowledge into Predictive Modeling. CoRR abs/2211.00558 (2022) - 2020
- [c14]Fátima C. C. Dargam, Erhard W. Perz
, Stefan Bergmann, Ekaterina Rodionova, Pedro Angelo Morais de Sousa, Francisco Alexandre A. Souza, Tiago Matias, Juan Manuel Ortiz
, Abraham Esteve-Nuñez, Pau Rodenas
, Patricia Zamora Bonachela:
Supporting Operational Decisions on Desalination Plants from Process Modelling and Simulation to Monitoring and Automated Control with Machine Learning. ICDSST 2020: 150-164
2010 – 2019
- 2019
- [j8]Jérôme Mendes
, Francisco Souza
, Rui Araújo
, Saeid Rastegar
:
Neo-fuzzy neuron learning using backfitting algorithm. Neural Comput. Appl. 31(8): 3609-3618 (2019) - [c13]Jérôme Mendes
, Francisco Alexandre A. Souza
, Ricardo Maia
, Rui Araújo
:
Iterative Learning of Multiple Univariate Zero-Order T-S Fuzzy Systems. IECON 2019: 3803-3808 - 2018
- [j7]Carlos Alberto Coelho Belchior, Rui Alexandre Matos Araújo
, Francisco Alexandre A. Souza, Jorge Afonso Cardoso Landeck:
Sensor-fault tolerance in a wastewater treatment plant by means of ANFIS-based soft sensor and control reconfiguration. Neural Comput. Appl. 30(10): 3265-3276 (2018) - [c12]Francisco Souza
, Rui Araújo
:
Mixture of Elastic Net Experts and its Application to a Polymerization Batch Process. INDIN 2018: 939-944 - 2017
- [c11]Jérôme Mendes
, Francisco Souza, Rui Araújo
:
Online evolving fuzzy control design: An application to a CSTR plant. INDIN 2017: 218-225 - [c10]Vasco Ferreira, Francisco Alexandre A. Souza, Rui Araújo
:
Semi-supervised soft sensor and feature ranking based on co-regularised least squares regression applied to a polymerization batch process. INDIN 2017: 257-262 - 2015
- [j6]Leonaldo Silva Gomes, Francisco Souza, Ricardo Silva The Pontes, Tobias R. Fernandes Neto, Rui Alexandre Matos Araújo
:
Coagulant Dosage Determination in a Water Treatment Plant Using Dynamic Neural Network Models. Int. J. Comput. Intell. Appl. 14(3): 1550013:1-1550013:18 (2015) - 2014
- [j5]Tiago Matias
, Francisco Souza
, Rui Araújo
, Carlos Henggeler Antunes
:
Learning of a single-hidden layer feedforward neural network using an optimized extreme learning machine. Neurocomputing 129: 428-436 (2014) - [j4]Francisco Souza
, Rui Araújo
:
Online Mixture of Univariate Linear Regression Models for Adaptive Soft Sensors. IEEE Trans. Ind. Informatics 10(2): 937-945 (2014) - [c9]Tiago Matias
, Francisco Souza
, Rui Araújo
, Saeid Rastegar
, Jérôme Mendes
:
Adaptive identification and predictive control using an improved on-line sequential extreme learning machine. IECON 2014: 58-64 - 2013
- [j3]Jérôme Mendes
, Rui Araújo
, Francisco Souza
:
Adaptive fuzzy identification and predictive control for industrial processes. Expert Syst. Appl. 40(17): 6964-6975 (2013) - [j2]Thiago N. de Castro, Francisco Souza
, José M. B., Ricardo Silva The Pontes, Laurinda L. N. dos Reis, Sérgio Daher:
Neo-fuzzy neuron model for seasonal rainfall forecast: A case study of Ceara's eight homogenous regions. J. Intell. Fuzzy Syst. 25(2): 389-394 (2013) - [c8]Tiago Matias
, Dulce Gabriel, Francisco Souza
, Rui Araújo
, J. Costa Pereira
:
Fault detection and replacement of a temperature sensor in a cement rotary kiln. ETFA 2013: 1-8 - 2012
- [j1]Jérôme Mendes
, Francisco Souza
, Rui Araújo
, Nuno Gonçalves
:
Genetic fuzzy system for data-driven soft sensors design. Appl. Soft Comput. 12(10): 3237-3245 (2012) - [c7]Jérôme Mendes
, Samuel Pinto, Rui Araújo
, Francisco Souza
:
Evolutionary fuzzy models for nonlinear identification. ETFA 2012: 1-8 - [c6]Francisco Souza
, Rui Araújo
:
An online variable selection method using recursive least squares. ETFA 2012: 1-8 - 2011
- [c5]Symone G. Soares
, Rui Araújo
, Pedro Angelo Morais de Sousa, Francisco Souza
:
Design and application of Soft Sensor using Ensemble Methods. ETFA 2011: 1-8 - [c4]Francisco Souza
, Rui Araújo
:
Variable and time-lag selection using empirical data. ETFA 2011: 1-8 - [c3]Francisco Souza
, Tiago Matias
, Rui Araújo
:
Co-evolutionary genetic Multilayer Perceptron for feature selection and model design. ETFA 2011: 1-7 - 2010
- [c2]Jérôme Mendes
, Rui Araújo
, Francisco Souza
:
Adaptive fuzzy generalized predictive control based on Discrete-Time T-S fuzzy model. ETFA 2010: 1-8 - [c1]Francisco Souza
, Pedro Santos, Rui Araújo
:
Variable and delay selection using neural networks and mutual information for data-driven soft sensors. ETFA 2010: 1-8
Coauthor Index
aka: Rui Alexandre Matos Araújo
![](https://dblp1.uni-trier.de/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-07-26 19:37 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint