@article{cisuc-4747-2017,
author={Bruno Direito and Teixeira, C. and Sales, F. and Castelo-Branco, M. and António Dourado },
title={A Realistic Seizure Prediction Study Based on Multiclass SVM},
journal={International Journal of Neural Systems},
volume={27},
number={03},
pages={1750006--1750006},
year=2017,
address={n/a},
}
@article{cisuc-3803-2014,
author={Teixeira, C. and Bruno Direito and Bandarabadi, M. and LeVanQuyen, M. and Valderrama, M. and Schelter, B. and Bonhage, A.S. and Navarro, V. and Sales, F. and António Dourado },
title={Epileptic seizure predictors based on computational intelligence techniques: A comparative study with 278 patients},
journal={Computer Methods and Programs in Biomedicine},
number={n/a},
pages={n/a},
year=2014,
address={n/a},
}
@article{cisuc-2948-2012,
author={Bruno Direito and Teixeira, C. and Ribeiro, B. and Castelo-Branco, M. and Sales, F. and António Dourado },
title={Modeling epileptic brain states using EEG spectral analysis and topographic mapping},
editor={Vincenzo Crunelli},
journal={Journal of Neuroscience Methods, Elsevier},
number={2},
pages={220--229},
year=2012,
address={n/a},
}
@article{cisuc-2684-2011,
author={Teixeira, C. and Bruno Direito and Costa, R. and LeVanQuyen, M. and Schelter, B. and António Dourado },
title={EPILAB: A software package for studies on the prediction of epileptic seizures},
journal={Journal of Neuroscience Methods},
number={n/a},
pages={n/a},
year=2011,
address={n/a},
}
@inproceedings{cisuc-3802-2014,
author={Bruno Direito and Teixeira, C. and Bandarabadi, M. and Sales, F. and António Dourado },
title={Automatic warning of epileptic seizures by SVM: the long road ahead to success},
booktitle={19th World Congress of the International Federation of Automatic Control},
year=2014,
address={n/a},
}
@inproceedings{cisuc-3453-2013,
author={Teixeira, C. and Bruno Direito and António Dourado and Gomes, M.d.P.C. and Loureiro, M.C. },
title={A phase lock loop (PLL) system for frequency variation tracking during general anesthesia},
booktitle={13th Mediterranean Conference on Medical and Biological Engineering (MEDICON 2013)},
year=2013,
address={n/a},
}
@inproceedings{cisuc-3454-2013,
author={Bruno Direito and Teixeira, C. and Ribeiro, B. and António Dourado and Gomes, M.d.P.C. and Loureiro, M.C. },
title={Spatial dynamics of the topographic representation of electroencephalogram spectral features during general anaesthesia},
booktitle={13th Mediterranean Conference on Medical and Biological Engineering (MEDICON 2013)},
year=2013,
address={n/a},
}
@inproceedings{cisuc-3532-2013,
author={Bruno Direito and Teixeira, C. and Sales, F. and Castelo-Branco, M. and António Dourado },
title={Influence of circadian rhythms on epileptic seizure predictors based on machine learning methods},
booktitle={IFMBE International Conference on Health Informatics},
year=2013,
address={n/a},
}
@inproceedings{cisuc-3105-2012,
author={Bruno Direito and Teixeira, C. and Ribeiro, B. and Castelo-Branco, M. and António Dourado },
title={Space Time Frequency (STF) Code Tensor for the Characterization of the Epileptic Preictal Stage},
booktitle={34th Annual International Conference of the IEEE EMBS},
year=2012,
address={n/a},
}
@inproceedings{cisuc-3106-2012,
author={Bandarabadi, M. and Teixeira, C. and Bruno Direito and António Dourado },
title={Epileptic Seizure Prediction based on a bivariate spectral power methodology},
booktitle={34th Annual International Conference of the IEEE EMBS},
year=2012,
address={n/a},
}
@inproceedings{cisuc-3107-2012,
author={Teixeira, C. and Bruno Direito and Bandarabadi, M. and António Dourado },
title={Output regularization of SVM seizure predictors: Kalman Filter versus the “Firing Power” method},
booktitle={34th Annual International Conference of the IEEE EMBS},
year=2012,
address={n/a},
}
@inproceedings{cisuc-2460-2011,
author={Bruno Direito and Teixeira, C. and António Dourado and Duarte, J. },
title={On the benefits of multidimensional scaling in epileptic seizure prediction},
booktitle={1st Portugese Meeting in Bioengineering},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2686-2011,
author={Bruno Direito and Teixeira, C. and António Dourado },
title={Feature selection in high dimensional EEG features spaces for epileptic seizure prediction},
booktitle={18th World Congress of the International Federation of Automatic Control (IFAC)},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2687-2011,
author={Bruno Direito and Ventura, F. and Teixeira, C. and António Dourado },
title={Optimized Feature Subsets for Epileptic Seizure Prediction Studies},
booktitle={EMBC-2011, 33nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2417-2010,
author={Teixeira, C. and Bruno Direito and Costa, R. and LeVanQuyen, M. and António Dourado },
title={A computational environment for long-term multi-feature and multi-algorithm seizure prediction},
booktitle={Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE},
year=2010,
address={n/a},
}
@inproceedings{cisuc-2169-2009,
author={Bruno Direito and António Dourado and Teixeira, C. and Aires, L. and Costa, R. and Schelter, B. and LeVanQuyen, M. },
title={EPILAB: A Matlab® Platform for Multi-Feature and Multi-Algorithm Seizure Prediction Studies},
booktitle={4th International Workshop on Seizure Prediction},
year=2009,
address={n/a},
}
@inproceedings{cisuc-2170-2009,
author={Teixeira, C. and Costa, R. and Bruno Direito and António Dourado },
title={Low-Complex TD-RBF and TD-SVM Seizures Predictors Based on EEG Energy and ECG Entropy},
booktitle={4th International Workshop on Seizure Prediction},
year=2009,
address={n/a},
}
@inproceedings{cisuc-2204-2009,
author={António Dourado and Ventura, A. and João M. Franco and J. P. Ramos and Bruno Direito },
title={Epileptic Seizure Prediction and The},
booktitle={19th International Conference on Artificial Neural Networks},
volume={5769},
year=2009,
address={n/a},
}
@inproceedings{cisuc-1856-2008,
author={Bruno Direito and António Dourado and Marco Vieira and Sales, F. },
title={Combining Energy and Wavelet Transform for Epileptic Seizure Prediction in an Advanced Computational System},
booktitle={International Conference on Biomedical Engineering and informatics},
year=2008,
address={n/a},
}
@inproceedings{cisuc-1857-2008,
author={Bruno Direito and António Dourado and Marco Vieira and Sales, F. },
title={An Application for Electroencephalogram Mining for Epileptic Seizure Prediction},
booktitle={ICDM- International Conference on Data Mining},
year=2008,
address={n/a},
}
@inproceedings{cisuc-1860-2008,
author={António Dourado and Martins, R. and Duarte, J. and Bruno Direito },
title={Towards Personalized Neural Networks for Epileptic Seizure Prediction},
booktitle={International Conference on Neural Networks ICANN 2008},
volume={5164},
year=2008,
address={n/a},
}
@inproceedings{cisuc-1861-2008,
author={Bruno Direito and Martins, R. and Costa, R. and António Dourado and Sales, F. and Marco Vieira },
title={Computational Intelligence Algorithms for Seizure Prediction},
booktitle={8th European Congress on Epileptology},
year=2008,
address={n/a},
}
@inproceedings{cisuc-1868-2008,
author={Bruno Direito and António Dourado and Marco Vieira },
title={Classification of epileptic EEG data using multidimensional scaling},
booktitle={ICBBE 2008, The 2nd International Conference on Bioinformatics and Biomedical Engineering},
year=2008,
address={n/a},
}
@inproceedings{cisuc-1869-2008,
author={Costa, R. and Oliveira, P. and Rodrigues, G. and Bruno Direito },
booktitle={n/a},
title={Epileptic Seizure Classification Using Neural Networks With 14 Features},
volume={5178/2008},
year=2008,
address={n/a},
}
@inbook{cisuc-3809-2014,
author={Teixeira, C. and Favaro, G. and Bruno Direito and Bandarabadi, M. and Feldwirsch-Drentrup, H. and Ihle, M. and Alvarado-Rojas, C. and LeVanQuyen, M. and Schelter, B. and Bonhage, A.S. and Sales, F. and Navarro, V. and António Dourado },
title={Brainatic: A System for Real-Time Epileptic Seizure Prediction},
chapter={2},
publisher={Springer},
booktitle={Brain-Computer Interface Research: A State-of-the-Art Summary -2},
volume={6},
edition={1},
pages={7--18},
year=2014,
address={n/a},
}
@inbook{cisuc-2419-2011,
author={Bruno Direito and Teixeira, C. and LeVanQuyen, M. and António Dourado },
pages={n/a},
title={EPILAB: A MATLAB platform for multi-feature and multi-algorithm seizure prediction},
editor={Ivan Osorio, Hitten Zaveri, Mark G. Frei, Susan Arthurs},
chapter={-},
publisher={CRC Press},
booktitle={Epilepsy: The Intersection of Neurosciences, Biology, Mathematics, Engineering and Physics.},
volume={-},
edition={-},
year=2011,
address={n/a},
}