currui_year2014.bib

@techreport{rel.sciad.Jun2014,
  author = {Luís Osório and Alireza Emami and Jérôme Mendes and Rui Araújo and Tiago Matias and Pedro Sousa},
  title = {{VRFT} and {MPC} Control Methodologies - Deliverables: Tasks 2.6 and 2.7},
  institution = {Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra},
  number = {SCIAD 06},
  address = {Coimbra},
  month = {June},
  year = {2014}
}

@inproceedings{iecon20141,
  author = {Tiago Matias and Francisco Souza and Rui Araújo and Saeid Rastegar and Jérôme Mendes},
  title = {Adaptive Identification and Predictive Control Using an Improved On-Line Sequential Extreme Learning Machine},
  booktitle = {Proc. of The 40th Annual Conference of the IEEE Industrial Electronics Society (IECON 2014)},
  pages = {58-64},
  address = {Dallas, TX, USA},
  month = {October 29 - November 1},
  year = {2014},
  publisher = {IEEE},
  doi = {10.1109/IECON.2014.7048477}
}

@inproceedings{iecon20142,
  author = {Jérôme Mendes and Rui Araújo and Tiago Matias and Ricardo Seco and Carlos Belchior},
  title = {Evolutionary Learning of a Fuzzy Controller for Industrial Processes},
  booktitle = {Proc. of The 40th Annual Conference of the IEEE Industrial Electronics Society (IECON 2014)},
  pages = {139-145},
  address = {Dallas, TX, USA},
  month = {October 29 - November 1},
  year = {2014},
  publisher = {IEEE},
  doi = {10.1109/IECON.2014.7048490}
}

@inproceedings{iecon20143,
  author = {Saeid Rastegar and Rui Araújo and Jérôme Mendes and Tiago Matias and Alireza Emami},
  title = {Self-Adaptive Takagi-Sugeno Model Identification Methodology For Industrial Control Processes},
  booktitle = {Proc. of The 40th Annual Conference of the IEEE Industrial Electronics Society (IECON 2014)},
  pages = {281-287},
  address = {Dallas, TX, USA},
  month = {October 29 - November 1},
  year = {2014},
  publisher = {IEEE},
  doi = {10.1109/IECON.2014.7048512}
}

@article{tii2014web,
  author = {Francisco Souza and Rui Araújo},
  title = {Online Mixture of Univariate Linear Regression Models for Adaptive Soft Sensors},
  journal = {IEEE Transactions on Industrial Informatics},
  volume = {10},
  number = {2},
  pages = {937-945},
  month = {May},
  year = {2014},
  publisher = {IEEE},
  doi = {10.1109/TII.2013.2283147},
  note = {[Francisco Souza, and Rui Araújo, ``\href{mulrm.zip}{The MULRM Toolbox}'', 2013; source code]}
}

@article{nc2014web,
  author = {Tiago Matias and Francisco Souza and Rui Araújo and Carlos Henggeler Antunes},
  title = {Learning of a Single-Hidden Layer Feedforward Neural Network using an Optimized Extreme Learning Machine},
  journal = {Neurocomputing},
  volume = {129},
  number = {},
  pages = {428-436},
  month = {April},
  year = {2014},
  publisher = {Elsevier},
  doi = {10.1016/j.neucom.2013.09.016},
  note = {[Tiago Matias, Francisco Souza, and Rui Araújo, ``\href{O-ELM.zip}{The O-ELM Toolbox}'', 2013; source code]}
}

@article{nc2014decayweb,
  author = {Oswaldo Ludwig and Urbano Nunes and Rui Araújo},
  title = {Eigenvalue Decay: a New Method for Neural Network Regularization},
  journal = {Neurocomputing},
  volume = {124},
  number = {},
  pages = {33-42},
  month = {January},
  year = {2014},
  publisher = {Elsevier},
  doi = {10.1016/j.neucom.2013.08.005},
  note = {[Matlab code for Support Vector Neural Network is available  \href{http://www.mathworks.com/matlabcentral/fileexchange/36735-support-vector-neural-network-svnn}{here}.]}
}

@article{ijcisima2014,
  author = {Symone G. Soares and Rui Araújo},
  title = {Semantic Place Labeling Using a Probabilistic Decision List of AdaBoost Classifiers},
  journal = {International Journal of Computer Information Systems and Industrial Management Applications (IJCISIMA)},
  volume = {6},
  number = {},
  pages = {548-559},
  year = {2014},
  publisher = {Machine Intelligence Research Labs MIRLABS},
  url = {ijcisima2014_v6_548.pdf}
}

@article{cils2014web,
  author = {Francisco A. A. Souza and Rui Araújo},
  title = {Mixture of Partial Least Squares Experts and Application in Prediction Settings with Multiple Operating Modes},
  journal = {Chemometrics and Intelligent Laboratory Systems},
  volume = {130},
  number = {},
  pages = {192-202},
  month = {January},
  year = {2014},
  publisher = {Elsevier},
  doi = {10.1016/j.chemolab.2013.11.006},
  note = {[Francisco A. A. Souza, and Rui Araújo, ``\href{Mix-PLS.zip}{The Mix-PLS Toolbox}'', 2013; source code; also available \href{http://www.mathworks.com/matlabcentral/fileexchange/45418-mixture-of-partial-least-squares-experts-mix-pls}{here}]}
}

@article{eaai2014,
  author = {Jérôme Mendes and Rui Araújo and Tiago Matias and Ricardo Seco and Carlos Belchior},
  title = {Automatic Extraction of the Fuzzy Control System by a Hierarchical Genetic Algorithm},
  journal = {Engineering Applications of Artificial Intelligence},
  volume = {29},
  number = {},
  pages = {70-78},
  month = {March},
  year = {2014},
  publisher = {Elsevier},
  doi = {10.1016/j.engappai.2013.12.012}
}