Rui Araújo
Rui Araújo
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Review of soft sensor methods for regression applications
FAA Souza, R Araújo, J Mendes
Chemometrics and Intelligent Laboratory Systems 152, 69-79, 2016
Dissolved oxygen control of the activated sludge wastewater treatment process using stable adaptive fuzzy control
CAC Belchior, RAM Araújo, JAC Landeck
Computers & Chemical Engineering 37, 152-162, 2012
Electric vehicle simulator for energy consumption studies in electric mobility systems
R Maia, M Silva, R Araújo, U Nunes
2011 IEEE Forum on Integrated and Sustainable Transportation Systems, 227-232, 2011
Learning of a single-hidden layer feedforward neural network using an optimized extreme learning machine
T Matias, F Souza, R Araújo, CH Antunes
Neurocomputing 129, 428-436, 2014
Electrical vehicle modeling: A fuzzy logic model for regenerative braking
R Maia, M Silva, R Araújo, U Nunes
Expert systems with applications 42 (22), 8504-8519, 2015
An adaptive ensemble of on-line extreme learning machines with variable forgetting factor for dynamic system prediction
SG Soares, R Araújo
Neurocomputing 171, 693-707, 2016
Eigenvalue decay: A new method for neural network regularization
O Ludwig, U Nunes, R Araujo
Neurocomputing 124, 33-42, 2014
An on-line weighted ensemble of regressor models to handle concept drifts
SG Soares, R Araújo
Engineering Applications of Artificial Intelligence 37, 392-406, 2015
Comparison of a genetic algorithm and simulated annealing for automatic neural network ensemble development
S Soares, CH Antunes, R Araújo
Neurocomputing 121, 498-511, 2013
Adaptive fuzzy identification and predictive control for industrial processes
J Mendes, R Araújo, F Souza
Expert Systems with Applications 40 (17), 6964-6975, 2013
Applications of information theory, genetic algorithms, and neural models to predict oil flow
O Ludwig Jr, U Nunes, R Araújo, L Schnitman, HA Lepikson
Communications in Nonlinear Science and Numerical Simulation 14 (7), 2870-2885, 2009
Learning sensor-based navigation of a real mobile robot in unknown worlds
R Araújo, AT De Almeida
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 29 …, 1999
A dynamic and on-line ensemble regression for changing environments
SG Soares, R Araújo
Expert Systems with Applications 42 (6), 2935-2948, 2015
RobChair-a powered wheelchair using a behaviour-based navigation
G Pires, R Araújo, U Nunes, AT De Almeida
AMC'98-Coimbra. 1998 5th International Workshop on Advanced Motion Control …, 1998
Online identification of Takagi–Sugeno fuzzy models based on self-adaptive hierarchical particle swarm optimization algorithm
S Rastegar, R Araujo, J Mendes
Applied mathematical modelling 45, 606-620, 2017
Online mixture of univariate linear regression models for adaptive soft sensors
F Souza, R Araújo
IEEE Transactions on Industrial Informatics 10 (2), 937-945, 2013
Prune-able fuzzy ART neural architecture for robot map learning and navigation in dynamic environments
IEEE Transactions on Neural Networks 17 (5), 1235-1249, 2006
Automatic extraction of the fuzzy control system by a hierarchical genetic algorithm
J Mendes, R Araújo, T Matias, R Seco, C Belchior
Engineering Applications of Artificial Intelligence 29, 70-78, 2014
Genetic fuzzy system for data-driven soft sensors design
J Mendes, F Souza, R Araújo, N Gonçalves
Applied Soft Computing 12 (10), 3237-3245, 2012
Tracking of multi-obstacles with laser range data for autonomous vehicles
S Santos, JE Faria, F Soares, R Araújo, U Nunes
Proc. 3rd National Festival of Robotics Scientific Meeting (ROBOTICA), 59-65, 2003
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