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TITLE: Eigenvalue decay: A new method for neural network regularization  Full Text
AUTHORS: Oswaldo Ludwig; Urbano Nunes ; Rui Araujo ;
PUBLISHED: 2014, SOURCE: NEUROCOMPUTING, VOLUME: 124
INDEXED IN: Scopus WOS CrossRef
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TITLE: Mixture of partial least squares experts and application in prediction settings with multiple operating modes  Full Text
AUTHORS: Francisco A A Souza; Rui Araujo ;
PUBLISHED: 2014, SOURCE: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, VOLUME: 130
INDEXED IN: Scopus WOS CrossRef
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3
TITLE: A comparison of adaptive PID methodologies controlling a DC motor with a varying load
AUTHORS: Osorio, L; Mendes, J; Araujo, R ; Matias, T;
PUBLISHED: 2013, SOURCE: 2013 IEEE 18th International Conference on Emerging Technologies and Factory Automation, ETFA 2013 in IEEE International Conference on Emerging Technologies and Factory Automation, ETFA
INDEXED IN: Scopus CrossRef
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TITLE: A multilayer-perceptron based method for variable selection in soft sensor design  Full Text
AUTHORS: Francisco A A Souza; Rui Araujo ; Tiago Matias; Jerome Mendes;
PUBLISHED: 2013, SOURCE: JOURNAL OF PROCESS CONTROL, VOLUME: 23, ISSUE: 10
INDEXED IN: Scopus WOS CrossRef
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TITLE: Adaptive fuzzy identification and predictive control for industrial processes  Full Text
AUTHORS: Jerome Mendes; Rui Araujo ; Francisco Souza;
PUBLISHED: 2013, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 40, ISSUE: 17
INDEXED IN: Scopus WOS CrossRef
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TITLE: Fault detection and replacement of a temperature sensor in a cement rotary kiln
AUTHORS: Matias, T; Gabriel, D; Souza, F; Araujo, R ; Pereira, JC ;
PUBLISHED: 2013, SOURCE: 2013 IEEE 18th International Conference on Emerging Technologies and Factory Automation, ETFA 2013 in IEEE International Conference on Emerging Technologies and Factory Automation, ETFA
INDEXED IN: Scopus CrossRef: 4
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TITLE: Predicting gas emissions in a cement kiln plant using hard and soft modeling strategies
AUTHORS: Gabriel, D; Matias, T; Pereira, JC ; Araujo, R ;
PUBLISHED: 2013, SOURCE: 2013 IEEE 18th International Conference on Emerging Technologies and Factory Automation, ETFA 2013 in IEEE International Conference on Emerging Technologies and Factory Automation, ETFA
INDEXED IN: Scopus CrossRef: 1
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TITLE: A Genetic Algorithm for Designing Neural Network Ensembles
AUTHORS: Symone G Soares; Carlos H Antunes ; Rui Araujo ;
PUBLISHED: 2012, SOURCE: 14th International Conference on Genetic and Evolutionary Computation Conference (GECCO) in PROCEEDINGS OF THE FOURTEENTH INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE
INDEXED IN: Scopus WOS CrossRef: 3
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TITLE: An Online Variable Selection Method using Recursive Least Squares
AUTHORS: Francisco Souza; Rui Araujo ;
PUBLISHED: 2012, SOURCE: 17th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) in 2012 IEEE 17TH CONFERENCE ON EMERGING TECHNOLOGIES & FACTORY AUTOMATION (ETFA)
INDEXED IN: Scopus WOS CrossRef
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