SOME RECENT PUBLICATIONS (last update, April 2017)

(Complete information in https://www.cisuc.uc.pt/people/show/101)

2017

• Bruno Direito and Teixeira, C. and Sales, F. and Castelo-Branco, M. and António Dourado , "A Realistic Seizure Prediction Study Based on Multiclass SVM", International Journal of Neural Systems, vol. 27, pp. 1750006-1750006, 2017 [ DOI ]

2016

• Behbahani, S. and Dabanloo, N.J. and Nasrabadi, A.M. and António Dourado , "Classification of ictal and seizure-free HRV signals with focus on lateralization of epilepsy", Technology and Health Care, vol. 24, pp. 43-54, 2016 [ DOI ]
• Behbahani, S. and Dabanloo, N.J. and Nasrabadi, A.M. and António Dourado , "Gender-Related Differences in Heart Rate Variability of Epileptic Patients", American Journal of Men's Health, pp. 1-9, 2016 [ DOI ]
• Behbahani, S. and Dabanloo, N.J. and Nasrabadi, A.M. and António Dourado , "Prediction of epileptic seizures based on heart rate variability", Technology and Health Care, vol. 24, pp. 795-810, 2016 [ DOI ]
• Lopes, A.M.C.M. and Nunes, A. and Niza, M. and António Dourado , "Intra-abdominal Pressure is Influenced by Body Position?", American Journal of Clinical Medicine Research http://pubs.sciepub.com/ajcmr/4/1/3/, vol. 4, pp. 11-18, 2016 [ DOI ]
• Lopes, A.M.C.M. and Morgado, M. and Niza, M. and António Dourado , "Biophysical Validation of Intra- Abdominal Pressure and Transurethral Method", Journal of Veterinary Science & Medical Diagnosis , 2016 [ DOI ]
• Alberto Cardoso and Teixeira, C. and Henriques, J. and António Dourado , "Internet-based resources to support teaching of modelling, simulation and control of physiological systems in biomedical engineering courses", in 11th IFAC Symposium on Advances in Control Education ACE 2016 , 2016 [ DOI ]

• Machado, F. and Teixeira, C. and Santos, C. and Bento, C. and Sales, F. and António Dourado , "A-Phases Subtype Detection Using Different Classification Methods", in 38th Int. Conf. of the IEEE Engineering in Medicine and Biology Society – EMBC’2016, August 2016, 2016 [ DOI ]
• António Dourado , " Is fuzzy control the best first course in control theory?", in 12th IEEE Int Conference on Control and Automation, 2016 [ DOI ]

2015

• Raseki, J.R. and Mollaei, M.R.K. and Bandarabadi, M. and Teixeira, C. and António Dourado , "Epileptic seizure prediction based on ratio and differential linear univariate features", Journal of Medical Signals and Sensors, vol. 5, 2015
• Bandarabadi, M. and , J.R. and Teixeira, C. and Mollaei, M.R.K. and António Dourado , "On the proper selection of preictal period for seizure prediction", Epilepsy & Behavior, 2015
• Bandarabadi, M. and , J.R. and Teixeira, C. and Netoff, T. and Parhi, K.K. and António Dourado , "EARLY SEIZURE DETECTION USING NEURONAL POTENTIAL SIMILARITY: A GENERALIZED LOW-COMPLEXITY AND ROBUST MEASURE", International Journal of Neural Systems, vol. 25, pp. 1550019-1550037, 2015 [ DOI ]
• Lopes, A.M.C.M. and António Dourado and Niza, M. , "3D Modeling of Abdominal Surface Area in Cats", Journal of Veterinary Science & Technology, vol. 6, 2015 [ DOI ]

• Bandarabadi, M. and , J.R. and Teixeira, C. and António Dourado , "Epileptic Seizure Detection Using Bipolar Singular Value Decomposition", in Biosignals, 2015
• Machado, F. and Bento, C. and Sales, F. and António Dourado and Teixeira, C. , "Automatic Identification of Cyclic Alternating Pattern (CAP) Sequences based on the Teager Energy Operator", in 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), 2015 [ DOI ]
• Teixeira, C. and Alberto Cardoso and Gomes, M.d.P.C. and Sales, F. and António Dourado , "An alternative methodology for the estimation of frequency changes in electroencephalogram signals", in 3rd Experiment@International Conference, 2015 [ DOI ]

2014

· 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 , "Brainatic: A System for Real-Time Epileptic Seizure Prediction", in Brain-Computer Interface Research: A State-of-the-Art Summary -2, vol. 6, pp. 7-18, 2014.

· Behbahani, S. and Dabanloo, N.J. and Nasrabadi, A.M. and Teixeira, C. and António Dourado , "A new algorithm for detection of epileptic seizures based on HRV signal", Journal of Experimental & Theoretical Artificial , pp. 1-15, 2014 [ DOI ]

• 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 , "Epileptic seizure predictors based on computational intelligence techniques: A comparative study with 278 patients", Computer Methods and Programs in Biomedicine, 2014 [ DOI ]
• Alvarado-Rojas, C. and Valderrama, M. and Fouad-Ahmed, A. and Feldwirsch-Drentrup, H. and Ihle, M. and Teixeira, C. and Sales, F. and Bonhage, A.S. and Adam, C. and António Dourado and Charpier, S. and Navarro, V. and LeVanQuyen, M. , "Slow modulations of high-frequency activity (40-140 Hz) discriminate preictal changes in human focal epilepsy", Scientific Reports, 2014
• Bandarabadi, M. and , J.R. and Teixeira, C. and António Dourado , "Optimal preictal period in seizure prediction", in 2nd International Work-Conference on Bioinformatics and Biomedical Engineering-IWBBIO 2014, 2014
• Bruno Direito and Teixeira, C. and Bandarabadi, M. and Sales, F. and António Dourado , "Automatic warning of epileptic seizures by SVM: the long road ahead to success", in 19th World Congress of the International Federation of Automatic Control, 2014

2013

• P. Gil and Henriques, J. and Alberto Cardoso and António Dourado , "On affine state-space neural networks for system identification: Global stability conditions and complexity management", Control Engineering Practice, 2013.

• Raseki, J. and Mollaei, M.R.K. and Bandarabadi, M. and Teixeira, C. and António Dourado , "Preprocessing effects of 22 univariate features on the performance of seizure prediction methods", Journal of Neuroscience Methods, 2013.
• Behbahani, S. and Dabanloo, N.J. and Nasrabadi, A.M. and Teixeira, C. and António Dourado , "Heart Rate Variability (HRV) Analysis of Epileptic Seizures", The Anatolian Journal of Cardiology, 2013

• P. Gil and Henriques, J. and Alberto Cardoso and P. Carvalho and António Dourado , "Affine Neural Network Based Predictive Control Applied to a Distributed Solar Collector Field", IEEE Transactions on Control Systems Technology, 2013
• Bandarabadi, M. and António Dourado and Teixeira, C. and Netoff, T. and Parhi, K.K. , "Seizure Prediction with Bipolar Spectral Power Features using Adaboost and SVM Classifiers", in EMBC'13, 2013
• Teixeira, C. and Bruno Direito and António Dourado and Gomes, M.d.P.C. and Loureiro, M.C. , "A phase lock loop (PLL) system for frequency variation tracking during general anesthesia", in 13th Mediterranean Conference on Medical and Biological Engineering (MEDICON 2013), 2013 [ DOI ]
• Bruno Direito and Teixeira, C. and Ribeiro, B. and António Dourado and Gomes, M.d.P.C. and Loureiro, M.C. , "Spatial dynamics of the topographic representation of electroencephalogram spectral features during general anaesthesia", in 13th Mediterranean Conference on Medical and Biological Engineering (MEDICON 2013), 2013 [ DOI ]
• Bandarabadi, M. and , J.R. and Teixeira, C. and António Dourado , "Sub-band mean phase coherence for epileptic seizure detection", in IFMBE International Conference on Health Informatics, 2013
• Bruno Direito and Teixeira, C. and Sales, F. and Castelo-Branco, M. and António Dourado , "Influence of circadian rhythms on epileptic seizure predictors based on machine learning methods", in IFMBE International Conference on Health Informatics, 2013

2012

• Klatt, J. and Ihle, M. and Navarro, V. and Neufang, M. and Teixeira, C. and Adam, C. and Valderrama, M. and Alvarado-Rojas, C. and Witon, A. and LeVanQuyen, M. and Sales, F. and António Dourado and Timmer, J. and Bonhage, A.S. and Schelter, B. , "The EPILEPSIAE database-An extensive electroencephalography database of epilepsy patients", Epilepsia, 2012
• Bruno Direito and Teixeira, C. and Ribeiro, B. and Castelo-Branco, M. and Sales, F. and António Dourado , "Modeling epileptic brain states using EEG spectral analysis and topographic mapping", Journal of Neuroscience Methods, Elsevier, pp. 220-229, 2012
• Pereira, C. and António Dourado and Correia, D. and Verissimo, P. , "A Platform for Peptidase Detection based on Text Mining Techniques", in Computational Intelligence and Decision Making - Trends and Applications, From Intelligent Systems, Control and Automation: Science and Engineering Bookseries, , vol. To publish, pp. 1-1, 2012
• Morgado, L.M. and Pereira, C. and Verissimo, P. and António Dourado , "Efficient Discriminative Models for Proteomics with Simple and Optimized Features ", in Computational Intelligence and Decision Making - Trends and Applications, From Intelligent Systems, Control and Automation: Science and Engineering Bookseries, vol. To publish, pp. 1-1, 2012
• Oliveira, J. and Correia, D. and Pereira, C. and Verissimo, P. and António Dourado , "A Tool for Biomedical Documents Classification using Support Vector Machines", in Computational Intelligence and Decision Making, - Trends and Applications, From Intelligent Systems, Control and Automation: Science and Engineering, Bookseries, vol. 61, pp. 407-416, 2012

• Noel Lopes and Pereira, C. and Ribeiro, B. and António Dourado , "An Incremental Hypersphere Learning Framework for Protein Membership Prediction", in International Conference on Hybrid Artificial Intelligence Systems, LNCS 7208, pp. 429-439, 2012 [ DOI ]
• António Dourado and Alberto Cardoso and Henriques, J. and Teixeira, C. , "Systems and Control for Biomedical Engineering Students", in 9th IFAC Symposium Advances in Control Education, 2012
• Bruno Direito and Teixeira, C. and Ribeiro, B. and Castelo-Branco, M. and António Dourado , "Space Time Frequency (STF) Code Tensor for the Characterization of the Epileptic Preictal Stage", in 34th Annual International Conference of the IEEE EMBS, 2012
• Bandarabadi, M. and Teixeira, C. and Bruno Direito and António Dourado , "Epileptic Seizure Prediction based on a bivariate spectral power methodology", in 34th Annual International Conference of the IEEE EMBS, 2012
• Teixeira, C. and Bruno Direito and Bandarabadi, M. and António Dourado , "Output regularization of SVM seizure predictors: Kalman Filter versus the “Firing Power” method", in 34th Annual International Conference of the IEEE EMBS, 2012
• Behbahani, S. and Dabanloo, N.J. and Nasrabadi, A.M. and Attarodi, G. and Teixeira, C. and António Dourado , "Epileptic Seizures Behaviors from the Perspective of Heart Rate Variability", in Computing in Cardiology, 2012

2011

• Teixeira, C. and Bruno Direito and Costa, R. and LeVanQuyen, M. and Schelter, B. and António Dourado , "EPILAB: A software package for studies on the prediction of epileptic seizures", Journal of Neuroscience Methods, 2011
• Feldwirsch-Drentrup, H. and Ihle, M. and LeVanQuyen, M. and Teixeira, C. and António Dourado and Timmer, J. and Sales, F. and Navarro, V. and Bonhage, A.S. and Schelter, B. , "Anticipating the unobserved: Prediction of subclinical seizures", Epilepsy & Behaviour, vol. 22, pp. 119-126, 2011
• Morgado, L.M. and Pereira, C. and Verissimo, P. and António Dourado , "Modelling Proteolytic Enzymes With Support Vector Machines", Journal of Integrative Bioinformatics - JIB (ISSN 1613-4516), 8(3), September 2011, 2011

• Bruno Direito and Teixeira, C. and LeVanQuyen, M. and António Dourado , "EPILAB: A MATLAB platform for multi-feature and multi-algorithm seizure prediction", in Epilepsy: The Intersection of Neurosciences, Biology, Mathematics, Engineering and Physics., vol. -, 2011
• Morgado, L.M. and Pereira, C. and Verissimo, P. and António Dourado , "A Support Vector Machine based Framework for Protein Membership Prediction", in Computational Intelligence for Engineering Systems, vol. 46, pp. 90-103, 2011

• Bruno Direito and Teixeira, C. and António Dourado and Duarte, J. , "On the benefits of multidimensional scaling in epileptic seizure prediction", in 1st Portugese Meeting in Bioengineering, 2011
• Ventura, F. and Teixeira, C. and António Dourado , "Multiobjective support vector machines optimization for epileptic seizure prediction", in Panamerican Health Care Exanges, 2011
• Bruno Direito and Teixeira, C. and António Dourado , "Feature selection in high dimensional EEG features spaces for epileptic seizure prediction", in 18th World Congress of the International Federation of Automatic Control (IFAC), 2011
• Bruno Direito and Ventura, F. and Teixeira, C. and António Dourado , "Optimized Feature Subsets for Epileptic Seizure Prediction Studies", in EMBC-2011, 33nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
• Bandarabadi, M. and Teixeira, C. and António Dourado , "Wepilet, Optimal Orthogonal Wavelets for Epileptic Seizure Prediction with one Single Surface Channel", in EMBC-2011, 33nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
• António Dourado and Victor, J. , "Evolving Fuzzy Systems from Data: the Computational eFSLab(oratory)", in World Conference on Soft Computing, 2011
• Vaz, C. and Silva, L. and António Dourado , "Detecting User-Visible Failures in Web-Sites by using End-to-End Fine-Grained Monitoring: An Experimental Study", in 10th IEEE International Symposium on Network Computing and Applications (NCA), 2011, 2011
• Morgado, L.M. and Pereira, C. and Verissimo, P. and António Dourado , "Peptidase Detection and Classification Using Enhanced Kernel Methods with Feature Selection", in 5th International Conference on Practical Applications of Computational Biology & Bioinformatics, Salamanca, Spain (2011), 2011
• Correia, D. and Pereira, C. and Verissimo, P. and António Dourado , "A Platform for Peptidase Detection based on Text Mining Techniques", in International Symposium on Computational Intelligence for Engineering Systems, Coimbra, Portugal (2011), 2011
• Oliveira, J. and Correia, D. and Pereira, C. and Verissimo, P. and António Dourado , "A Tool for Biomedical Documents Classification using Support Vector Machines ", in International Symposium on Computational Intelligence for Engineering Systems, Coimbra, Portugal (2011), 2011
• Morgado, L.M. and Pereira, C. and Verissimo, P. and António Dourado , "Efficient Discriminative Models for Proteomics with Simple and Optimized Features", in International Symposium on Computational Intelligence for Engineering Systems, Coimbra, Portugal (2011), 2011
• Pereira, C. and Morgado, L.M. and Correia, D. and Verissimo, P. and António Dourado , "Kernel Machines for Proteomics Data Analysis: Algorithms and Tools", in 11th European Network for Business and Industrial Statistics, Coimbra, Portugal (2011), 2011

2010

• Victor, J. and Pereira, C. and António Dourado , "Building Interpretable Systems in Real Time", in Evolving Intelligent Systems: Methodology and Applications, pp. 127-150, 2010
• Henriques, J. and P. Gil and Alberto Cardoso and P. Carvalho and Duarte-Ramos, H. and António Dourado , "Power Plant Applications of Advanced Control Techniques", in Power Plant Applications of Advanced Control Techniques, 2010
• Henriques, J. and P. Gil and P. Carvalho and Alberto Cardoso and Duarte-Ramos, H. and António Dourado , "Nonlinear Control Based on Affine Neural Networks: Application to a Solar Power Plant", in Power Plant Applications of Advanced Control Techniques, vol. 1, pp. 295-320, 2010

• Henriques, J. and P. Gil and Alberto Cardoso and P. Carvalho and António Dourado , "Adaptive Neural Output Regulation Control of a Solar Power Plant", Control Engineering Practice, vol. 18, pp. 1183-1196, 2010

• Teixeira, C. and Bruno Direito and Costa, R. and LeVanQuyen, M. and António Dourado , "A computational environment for long-term multi-feature and multi-algorithm seizure prediction", in Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE, 2010
• António Dourado , "Teaching Production Planning and Control to Informatics Engineering Students", 2010
• Almeida, P. and Paulo Gomes and Sales, F. and António Dourado and Nogueira, A.C. , "Ontology and Knowledge Management System on Epilepsy and Epileptic Seizures", in SWAT4LS, 2010
• Morgado, L.M. and Pereira, C. and António Dourado and Verissimo, P. , "PEPTILAB: A Computational Tool for Peptidase Data Analysis", in 5th WACI - Workshop on Applications of Computational Intelligence, 2010
• Pereira, C. and António Dourado , "A Platform for Intelligent Search and Classification of Biomedical Literature, Daniel Correia, David Campos, Carlos Pereira, Paula Veríssimo, António Dourado", in 5th WACI - Workshop on Applications of Computational Intelligence, 2010.