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Identificação

Identificação pessoal

Nome completo
António Dourado Pereira Correia

Nomes de citação

  • Dourado, António

Identificadores de autor

Ciência ID
D31B-EC30-82F4
ORCID iD
0000-0002-5445-6893
Google Scholar ID
https://scholar.google.com/citations?hl=pt-PT&user=tPnD6CcAAAAJ
Researcher Id
W-4304-2017
Formação
Grau Classificação
1997
Concluído
 Engenharia Informática (Título de Agregado)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
 -
1984
Concluído
 Engenharia Eletrotécnica- Instrumentação e Controlo (Doutoramento)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
 equivalência
1983
Concluído
 Docteur-Ingénieur Automatique. (Doutoramento)
Université Paul Sabatier - LAAS du CNRS, França
"Production d'Ethanol dans une Cascade de Fermenteurs: Contribution a la Modelisation, l'Identification et Optimisation. Thèse de Docteur-Ingénieur, Université Paul Sabatier e LAAS du CNRS, Toulouse" (TESE/DISSERTAÇÃO)
 -
1981
Concluído
 DEA Automatique (Mestrado)
Université Paul Sabatier - LAAS du CNRS, França
"Contribution à l'optimisation statique et à l'étude de stabilité d'une unité pilote de fermentation type cascade. "Rapport de Stage" do "Diplôme d'Études Approfondies". Université Paul Sabatier e LAAS" (TESE/DISSERTAÇÃO)
 -
1977
Concluído
 Engenharia Eletrotécnica (Licenciatura)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
 Bom com Distinção (16 valores)
Percurso profissional

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2002/02/07 - Atual Professor Catedrático (Docente Universitário) Universidade de Coimbra, Portugal
Projetos

Bolsa

Designação Financiadores
1991/01 - 1993/12 Multimedia Materials for Process Automation (partner)
Comett II
Investigador responsável
European Commission

Projeto

Designação Financiadores
2020/01/01 - 2023/12/31 KYKLOS 4.0: An Advanced Circular and Agile Manufacturing Ecosystem based on rapid reconfigurable manufacturing process and individualized consumer preferences
872570
Investigador
Em curso
2018/06/01 - 2022/05/31 REMAP – Real-time Condition-based Maintenance for Adaptive Aircraft Maintenance Planning
769288-2
Investigador
Universidade de Coimbra, Portugal
Em curso
2018/07/01 - 2021/06/30 D4 - Deep Drug Discovery and Deployment
PTDC/CCI-BIO/29266/2017
Investigador
Universidade de Coimbra, Portugal

Universidade de Aveiro, Portugal
Fundação para a Ciência e a Tecnologia
Em curso
2008/01/01 - 2011/12/31 BIOINK - Aprendizagem Incremental de "Kernel Machines" para Análise de Dados em Bioinformática
PTDC/EIA/71770/2006
Investigador
Universidade de Coimbra, Portugal

Universidade de Coimbra Centro de Informatica e Sistemas, Portugal

Instituto Politécnico de Coimbra, Portugal

Universidade de Coimbra Centro de Neurociências e Biologia Celular, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2008/01 - 2011/12 EPILEPSIAE- Evolving Platform for Improving the Living Expectations of Patients Suffering from Ictal Events
FP7 211713
Investigador responsável
Universidade de Coimbra, Portugal
 European Commission
Concluído
2005/03/01 - 2008/11/30 CLASSE- Classificação Sintética para Supervisão Eficiente
POSC/EIA/58162/2004
Investigador responsável
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal

Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
1989/01 - 1992/12 ALCINE- Aprendizagem em Linha em Controlo Inteligente (Online Learning in Intelligent Control)
PRAXIS XXI/C/EEI/14155/1998
Investigador responsável
Fundação para a Ciência e a Tecnologia
Produções

Publicações

Artigo em conferência
  1. Barata, R.; Ribeiro, B.; Dourado, A.; Teixeira, C.A.. "Epileptic seizure prediction with stacked auto-encoders: Lessons from the evaluation on a large and collaborative database". 2018.
    10.1007/978-981-10-7419-6_2
  2. Pisano, B.; Fanni, A.; Teixeira, C.A.; Dourado, A.. "Application of self organizing map to identify nocturnal epileptic seizures". 2017.
    10.1109/WSOM.2017.8020015
  3. Santiago, A.M.; Rocha, M.; Dourado, A.; Arrais, J.P.. "Mixed-integer programming model for profiling disease biomarkers from gene expression studies". 2017.
    10.1007/978-3-319-56154-7_6
  4. Merelo, J.J.; Melício, F.; Cadenas, J.M.; Dourado, A.; Madani, K.; Ruano, A.; Filipe, J.. "Foreword". 2016.
  5. Merelo, J.J.; Melício, F.; Cadenas, J.M.; Dourado, A.; Madani, K.; Ruano, A.; Filipe, J.. "Foreword". 2016.
  6. Dourado, A.. "Is fuzzy control the best first course in control theory?". 2016.
    10.1109/ICCA.2016.7505359
  7. Machado, F.; Teixeira, C.; Santos, C.; Bento, C.; Sales, F.; Dourado, A.. "A-phases subtype detection using different classification methods". 2016.
    10.1109/EMBC.2016.7590877
  8. Teixeira, C.; Cardoso, A.; Gomes, M.P.C.; Sales, F.; Dourado, A.. "An alternative methodology for the estimation of frequency changes in electroencephalogram signals". 2016.
    10.1109/EXPAT.2015.7463284
  9. Rosa, A.; Merelo, J.J.; Dourado, A.; Cadenas, J.M.; Madani, K.; Ruano, A.; Filipe, J.. "Foreword". 2015.
  10. Bandarabadi, M.; Rasekhi, J.; Teixeira, C.A.; Dourado, A.. "Epileptic seizure detection using bipolar singular value decomposition". 2015.
  11. Dourado, A.; Barbeiro, P.; Ferreira, E.; Henriques, J.; Antonio, M.; Nogueira, D.. "Industrial process monitoring by synthetic view". 2015.
    10.23919/ecc.2007.7068995
  12. Cardoso, A.L.; Henriques, J.; Dourado, A.. "Fuzzy supervisor and feedforward control of a solar power plant using accessible disturbances". 2015.
  13. Henriques, J.; Dourado, A.. "Ahybridneural-decouplingpole placement controller and its application". 2015.
  14. Machado, F.; Sales, F.; Bento, C.; Dourado, A.; Teixeira, C.. "Automatic identification of Cyclic Alternating Pattern (CAP) sequences based on the Teager Energy Operator". 2015.
    10.1109/EMBC.2015.7319617
  15. Paiva, R.P.; Dourado, A.; Duarte, B.. "'Applying subtractive clustering for neuro-fuzzy modelling of a bleaching plant'". 2015.
  16. Babaeian, A.; Bayestehtashlc, A.; Babaee, M.; Bandarabadi, M.; Ghadesi, A.; Dourado, A.. "Angle constrained path for clustering of multiple manifolds". 2015.
    10.1109/ICIP.2015.7351647
  17. Cadenas, J.M.; Dourado, A.; Filipe, J.. "Foreword". 2014.
  18. Direito, B.; Teixeira, C.A.D.; Ribeiro, B.; Dourado, A.; Santos, M.P.; Loureiro, M.C.. "Spatial dynamics of the Topographic representation of electroencephalogram spectral features during general anesthesia". 2014.
    10.1007/978-3-319-00846-2_128
  19. Bandarabadi, M.; Rasekhi, J.; Teixeira, C.A.; Dourado, A.. "Sub-band mean phase coherence for automated epileptic seizure detection". 2014.
    10.1007/978-3-319-03005-0_81
  20. Dourado, A.; Teixeira, C.; Van Quyen, M.L.; Schelter, B.; Favaro, G.; Schulz-Bonhage, A.; Sales, F.. "Giving hope to refractory epileptic patients". 2014.
    10.1109/ISTAFRICA.2014.6880622
  21. Teixeira, C.A.D.; Direito, B.; Dourado, A.; Santos, M.P.; Loureiro, M.C.. "A phase lock loop (PLL) system for frequency variation tracking during general anesthesia". 2014.
    10.1007/978-3-319-00846-2_377
  22. Abreu, P.H.; Amaro, H.; Silva, D.C.; Machado, P.; Abreu, M.H.; Afonso, N.; Dourado, A.. "Overall survival prediction for women breast cancer using ensemble methods and incomplete clinical data". 2014.
    10.1007/978-3-319-00846-2_338
  23. Direito, B.; Teixeira, C.A.; Sales, F.; Castelo-Branco, M.; Dourado, A.. "Influence of circadian rhythms on epileptic seizure predictors based on machine learning methods". 2014.
    10.1007/978-3-319-03005-0_82
  24. Bandarabadi, M.; Teixeira, C.A.; Netoff, T.I.; Parhi, K.K.; Dourado, A.. "Robust and low complexity algorithms for seizure detection". 2014.
    10.1109/EMBC.2014.6944611
  25. Rosa, A.; Dourado, A.; Madani, K.; Filipe, J.; Kacprzyk, J.. "Foreword". 2013.
  26. Teixeira, C.; Direito, B.; Bandarabadi, M.; Grebe, H.P.; Sá, F.; Sales, F.; Dourado, A.. "Real-time epileptic seizure prediction at Centro Hospitalar e Universitário de Coimbra". 2013.
    10.1109/ExpAt.2013.6703070
  27. Dourado, António; Almeida, P.; Gomes, P.; Sales, F.; Nogueira, A.; Dourado, A.. "Ontology and Knowledge Management System on Epilepsy and Epileptic Seizures". 2010.
  28. Dourado, António. "eFSLab: Developing evolving fuzzy systems from data in a friendly environment". 2009.
  29. Dourado, António. "EPILEPSIAE-Evolving Platform for Improving Living Expectation of Patients Suffering from IctAl Events". 2009.
  30. Dourado, António. "A EUROPEAN DATABASE FOR SEIZURE PREDICTION". 2009.
  31. Dourado, António. "Challenging Brain-Computer Interface: the FP7 Epilepsiae Project". 2009.
  32. Costa, R.P.; Oliveira, P.; Rodrigues, G.; Leitão, B.; Dourado, A.. "Epileptic seizure classification using neural networks with 14 features". 2008.
    10.1007/978-3-540-85565-1_35
  33. Dourado, António. "Victor, J., & Dourado, A. (2004). On-line Interpretability by Fuzzy Rule Base Simplification and Reduction". 2004.
  34. Dourado, António. "On-Line Extraction of Fuzzy rules in a Wastewater Treatment Plant". 2004.
    10.1007/1-4020-8151-0_9
  35. Carvalho, P.; Santos, A.; Dourado, A.; Ribeiro, B.. "Radiometric image correction with automatic model selection". 2002.
  36. Henriques, J.; Gil, P.; Dourado, A.. "Neural output regulation for a solar power plant". 2002.
  37. Pereira, C.; Dourado, A.. "Support vector learning based modeling of a solar power plant". 2002.
  38. Dourado, A.. "Four definitions as a contribution to the third synthesis in control". 2001.
  39. Henriques, J.; Gil, P.; Dourado, A.; Castillo-Toledo, B.; Titli, A.. "A recurrent neuronal approach for the nonlinear discrete time output regulation". 2000.
    10.1109/IECON.2000.972580
  40. Gil, P.; Henriques, J.; Dourado, A.; Duarte-Ramos, H.. "Constrained neural model predictive control with guaranteed free offset". 2000.
    10.1109/IECON.2000.972581
  41. Dias, J.M.; Dourado, A.. "A fixed rule number Fuzzy controller with an adaptive degree of similarity". 1997.
  42. Pereira, C.; Henriques, J.; Dourado, A.. "Adaptive RBFNN versus self-tuning controller: An Experimental comparative study". 1997.
Artigo em revista
  1. Leal, A.; Curty, J.; Lopes, F.; Pinto, M.F.; Oliveira, A.; Sales, F.; Bianchi, A.M.; et al. "Unsupervised EEG preictal interval identification in patients with drug-resistant epilepsy". Scientific Reports 13 1 (2023): http://www.scopus.com/inward/record.url?eid=2-s2.0-85146357305&partnerID=MN8TOARS.
    10.1038/s41598-022-23902-6
  2. Pinto, M.F.; Batista, J.; Leal, A.; Lopes, F.; Oliveira, A.; Dourado, A.; Abuhaiba, S.I.; et al. "The goal of explaining black boxes in EEG seizure prediction is not to explain models' decisions". Epilepsia Open 8 2 (2023): 285-297. http://www.scopus.com/inward/record.url?eid=2-s2.0-85156203085&partnerID=MN8TOARS.
    10.1002/epi4.12748
  3. Pinto, M.F.; Leal, A.; Lopes, F.; Pais, J.; Dourado, A.; Sales, F.; Martins, P.; Teixeira, C.A.. "On the clinical acceptance of black-box systems for EEG seizure prediction". Epilepsia Open 7 2 (2022): 247-259. http://www.scopus.com/inward/record.url?eid=2-s2.0-85127973088&partnerID=MN8TOARS.
    10.1002/epi4.12597
  4. Fabio Lopes; Adriana Leal; Julio Medeiros; Mauro F. Pinto; Antonio Dourado; Matthias Dumpelmann; Cesar Teixeira. "Ensemble Deep Neural Network for Automatic Classification of EEG Independent Components". IEEE Transactions on Neural Systems and Rehabilitation Engineering (2022): https://doi.org/10.1109/TNSRE.2022.3154891.
    10.1109/TNSRE.2022.3154891
  5. Behbahani, S.; Jafarnia Dabanloo, N.; Nasrabadi, A.M.; Dourado, A.. "Epileptic seizure prediction based on features extracted from lagged Poincaré plots". International Journal of Neuroscience (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85139130013&partnerID=MN8TOARS.
    10.1080/00207454.2022.2106435
  6. Pinto, M.; Coelho, T.; Leal, A.; Lopes, F.; Dourado, A.; Martins, P.; Teixeira, C.. "Interpretable EEG seizure prediction using a multiobjective evolutionary algorithm". Scientific Reports 12 1 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85126221924&partnerID=MN8TOARS.
    10.1038/s41598-022-08322-w
  7. Pinto, M.F.; Leal, A.; Lopes, F.; Dourado, A.; Martins, P.; Teixeira, C.A.. "A personalized and evolutionary algorithm for interpretable EEG epilepsy seizure prediction". Scientific Reports 11 1 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85100776635&partnerID=MN8TOARS.
    10.1038/s41598-021-82828-7
  8. Fabio Lopes; Adriana Leal; Julio Medeiros; Mauro F. Pinto; Antonio Dourado; Matthias Dumpelmann; Cesar Teixeira. "Automatic Electroencephalogram Artifact Removal Using Deep Convolutional Neural Networks". IEEE Access 9 (2021): 149955-149970. https://doi.org/10.1109/ACCESS.2021.3125728.
    10.1109/ACCESS.2021.3125728
  9. Leal, A.; Pinto, M.F.; Lopes, F.; Bianchi, A.M.; Henriques, J.; Ruano, M.G.; de Carvalho, P.; Dourado, A.; Teixeira, C.A.. "Heart rate variability analysis for the identification of the preictal interval in patients with drug-resistant epilepsy". Scientific Reports 11 1 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85102694430&partnerID=MN8TOARS.
    10.1038/s41598-021-85350-y
  10. Fabio Pisano; Giuliana Sias; Alessandra Fanni; Barbara Cannas; António Dourado; Barbara Pisano; Cesar A. Teixeira. "Convolutional Neural Network for Seizure Detection of Nocturnal Frontal Lobe Epilepsy". Complexity (2020): https://doi.org/10.1155/2020/4825767.
    10.1155/2020/4825767
  11. Dourado, António. "Application of self-organizing map to identify nocturnal epileptic seizures". Neural Computing and Applications (2019): http://dx.doi.org/10.1007/s00521-019-04327-1.
    10.1007/s00521-019-04327-1
  12. Dourado, António. "Gender-Related Differences in Heart Rate Variability of Epileptic Patients.". American journal of men's health (2018): http://europepmc.org/abstract/med/26993994.
    10.1177/1557988316638733
  13. Machado, F.; Sales, F.; Santos, C.; Dourado, A.; Teixeira, C.A.. "A knowledge discovery methodology from EEG data for cyclic alternating pattern detection". BioMedical Engineering Online 17 1 (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85058823179&partnerID=MN8TOARS.
    10.1186/s12938-018-0616-z
  14. Dourado, António; Direito, B.; Teixeira, C.A.; Sales, F.; Castelo-Branco, M.; Dourado, A.. "A Realistic Seizure Prediction Study Based on Multiclass SVM.". International journal of neural systems 27 3 (2017): http://europepmc.org/abstract/med/27873554.
    10.1142/s012906571750006x
  15. Dourado, António; Behbahani, S.; Dabanloo, N.J.; Nasrabadi, A.M.; Dourado, A.. "Prediction of epileptic seizures based on heart rate variability.". Technology and health care : official journal of the European Society for Engineering and Medicine 24 6 (2016): 795-810. http://europepmc.org/abstract/med/27315150.
    10.3233/THC-161225
  16. Dourado, António. "A-phases subtype detection using different classification methods.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference (2016): http://europepmc.org/abstract/med/28268499.
    10.1109/embc.2016.7590877
  17. Hadimoradian, M.; Resalati, H.; Dourado, A.; Tabarestani, A.Z.. "Influencing process variables and predictive models foropacity using real data of MWPI". Cellulose Chemistry and Technology 50 1 (2016): 93-100. http://www.scopus.com/inward/record.url?eid=2-s2.0-84977495276&partnerID=MN8TOARS.
  18. Dourado, António; Behbahani, S.; Dabanloo, N.J.; Nasrabadi, A.M.; Dourado, A.. "Classification of ictal and seizure-free HRV signals with focus on lateralization of epilepsy.". Technology and health care : official journal of the European Society for Engineering and Medicine 24 1 (2016): 43-56. http://europepmc.org/abstract/med/26409559.
    10.3233/thc-151072
  19. Cardoso, A.; Teixeira, C.; Henriques, J.; Dourado, A.. "Internet-based resources to support teaching of modelling, simulation and control of physiological systems in biomedical engineering courses". IFAC-PapersOnLine 49 6 (2016): 332-337. http://www.scopus.com/inward/record.url?eid=2-s2.0-84994803298&partnerID=MN8TOARS.
    10.1016/j.ifacol.2016.07.199
  20. Mojtaba Bandarabadi; Jalil Rasekhi; César A. Teixeira; Mohammad R. Karami; António Dourado. "On the proper selection of preictal period for seizure prediction". Epilepsy & Behavior 46 (2015): 158-166. http://dx.doi.org/10.1016/j.yebeh.2015.03.010.
    10.1016/j.yebeh.2015.03.010
  21. Dourado, António. "Epileptic seizure prediction using relative spectral power features.". Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology (2015): http://europepmc.org/abstract/med/24969376.
    10.1016/j.clinph.2014.05.022
  22. Rasekhi, J.; Mollaei, M.R.K.; Bandarabadi, M.; Teixeira, C.A.; Dourado, A.. "Epileptic seizure prediction based on ratio and differential linear univariate features". Journal of Medical Signals and Sensors 5 1 (2015): 1-11. http://www.scopus.com/inward/record.url?eid=2-s2.0-84999083610&partnerID=MN8TOARS.
  23. Dourado, António. "Automatic identification of Cyclic Alternating Pattern (CAP) sequences based on the Teager Energy Operator.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference (2015): http://europepmc.org/abstract/med/26737517.
    10.1109/embc.2015.7319617
  24. Dourado, António. "Epileptic Seizure Prediction based on Ratio and Differential Linear Univariate Features.". Journal of medical signals and sensors (2015): http://europepmc.org/abstract/med/25709936.
  25. Bandarabadi, M.; Rasekhi, J.; Teixeira, C.A.; Netoff, T.I.; Parhi, K.K.; Dourado, A.; Dourado, António. "Early Seizure Detection Using Neuronal Potential Similarity: A Generalized Low-Complexity and Robust Measure". International Journal of Neural Systems 25 5 (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84931574720&partnerID=MN8TOARS.
    10.1142/S0129065715500197
  26. Dourado, António. "Epileptic seizure predictors based on computational intelligence techniques: a comparative study with 278 patients.". Computer methods and programs in biomedicine (2014): http://europepmc.org/abstract/med/24657096.
    10.1016/j.cmpb.2014.02.007
  27. Dourado, António. "Slow modulations of high-frequency activity (40-140-Hz) discriminate preictal changes in human focal epilepsy.". Scientific reports (2014): http://europepmc.org/abstract/med/24686330.
    10.1038/srep04545
  28. Dourado, António. "Robust and low complexity algorithms for seizure detection.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference (2014): http://europepmc.org/abstract/med/25570979.
    10.1109/embc.2014.6944611
  29. Behbahani, S.; Jafarnia Dabanloo, N.; Motie Nasrabadi, A.; Teixeira, C.A.; Dourado, A.. "A new algorithm for detection of epileptic seizures based on HRV signal". Journal of Experimental and Theoretical Artificial Intelligence 26 2 (2014): 251-265. http://www.scopus.com/inward/record.url?eid=2-s2.0-84899983612&partnerID=MN8TOARS.
    10.1080/0952813X.2013.861874
  30. Dourado, António. "Pre-ictal heart rate variability assessment of epileptic seizures by means of linear and non-linear analyses". Anatolian Journal of Cardiology (Anadolu Kardiyol Derg ) (2013): http://anakarder.com/sayilar/96/buyuk/3-Pre-ictal.pdf.
    10.5152/akd.2013.237
  31. Bandarabadi, M.; Dourado, A.; Teixeira, C.A.; Netoff, T.I.; Parhi, K.K.. "Seizure prediction with bipolar spectral power features using Adaboost and SVM classifiers". Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS (2013): 6305-6308. http://www.scopus.com/inward/record.url?eid=2-s2.0-84886448572&partnerID=MN8TOARS.
    10.1109/EMBC.2013.6610995
  32. Gil, P.; Henriques, J.; Cardoso, A.; Carvalho, P.; Dourado, A.. "Affine Neural Network-Based Predictive Control Applied to a Distributed Solar Collector Field". IEEE Transactions on Control Systems Technology (2013): http://www.scopus.com/inward/record.url?eid=2-s2.0-84878817985&partnerID=MN8TOARS.
    10.1109/TCST.2013.2260545
  33. Rasekhi, J.; Mollaei, M.R.K.; Bandarabadi, M.; Teixeira, C.A.; Dourado, A.. "Preprocessing effects of 22 linear univariate features on the performance of seizure prediction methods". Journal of Neuroscience Methods 217 1-2 (2013): 9-16. http://www.scopus.com/inward/record.url?eid=2-s2.0-84878230699&partnerID=MN8TOARS.
    10.1016/j.jneumeth.2013.03.019
  34. Gil, P.; Henriques, J.; Cardoso, A.; Dourado, A.. "On affine state-space neural networks for system identification: Global stability conditions and complexity management". Control Engineering Practice 21 4 (2013): 518-529. http://www.scopus.com/inward/record.url?eid=2-s2.0-84873746761&partnerID=MN8TOARS.
    10.1016/j.conengprac.2012.11.008
  35. Direito, B.; Teixeira, C.; Ribeiro, B.; Castelo-Branco, M.; Dourado, A.. "Space time frequency (STF) code tensor for the characterization of the epileptic preictal stage.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2012 (2012): 621-624. http://www.scopus.com/inward/record.url?eid=2-s2.0-84883576712&partnerID=MN8TOARS.
    10.1109/EMBC.2012.6346008
  36. Teixeira, C.; Direito, B.; Bandarabadi, M.; Dourado, A.. "Output regularization of SVM seizure predictors: Kalman Filter versus the Firing Power method". Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2012 (2012): 6530-6533. http://www.scopus.com/inward/record.url?eid=2-s2.0-84870808867&partnerID=MN8TOARS.
    10.1109/EMBC.2012.6347490
  37. Behbahani, S.; Dabanloo, N.J.; Nasrabadi, A.M.; Attarodi, G.; Teixeira, C.A.; Dourado, A.. "Epileptic seizure behaviour from the perspective of Heart Rate Variability". Computing in Cardiology 39 (2012): 117-120. http://www.scopus.com/inward/record.url?eid=2-s2.0-84875666158&partnerID=MN8TOARS.
  38. Direito, B.; Teixeira, C.; Ribeiro, B.; Castelo-Branco, M.; Sales, F.; Dourado, A.. "Modeling epileptic brain states using EEG spectral analysis and topographic mapping". Journal of Neuroscience Methods 210 2 (2012): 220-229. http://www.scopus.com/inward/record.url?eid=2-s2.0-84865315355&partnerID=MN8TOARS.
    10.1016/j.jneumeth.2012.07.006
  39. Rosa, A.; Dourado, A.; Madani, K.; Filipe, J.; Kacprzyk, J.. "Foreword". IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence (2012): http://www.scopus.com/inward/record.url?eid=2-s2.0-84886893641&partnerID=MN8TOARS.
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  104. Victor, Jose; Dourado, Antonio. "Adaptive scaling factors algorithm for the fuzzy logic controller". IEEE International Conference on Fuzzy Systems 2 (1997): 1021-1026. http://www.scopus.com/inward/record.url?eid=2-s2.0-0030661162&partnerID=MN8TOARS.
  105. Ribeiro, B.; Dourado, A.; Costa, E.. "Neural network based control of a simulated industrial lime kiln". Proceedings of the International Joint Conference on Neural Networks 2 (1993): 2037-2040. http://www.scopus.com/inward/record.url?eid=2-s2.0-0027846965&partnerID=MN8TOARS.
  106. Dourado, António. "Modeling and static optimization of the ethanol production in a cascade reactor. I. Modeling". Biotechnology and Bioengineering (1987): http://onlinelibrary.wiley.com/doi/10.1002/bit.260290208/abstract.
    10.1002/bit.260290208
  107. Dourado, António. "Modeling and static optimization of the ethanol production in a cascade reactor. II. Static optimization". Biotechnology and Bioengineering (1987): http://onlinelibrary.wiley.com/doi/10.1002/bit.260290209/abstract.
    10.1002/bit.260290209
Capítulo de livro
  1. Direito, B.; Costa, R.P.; Feldwisch-Drentrup, H.; Valderrama, M.; Nikolopoulos, S.; Schelter, B.; Jachan, M.; et al. "EPILAB: A MATLAB® platform for multifeature and multialgorithm seizure prediction". 417-428. 2016.
  2. Dourado, António. "A Platform for Peptidase Detection Based on Text Mining Techniques and Support Vector Machines". Alemanha, 2013.
    10.1007/978-94-007-4722-7_42
  3. Dourado, António. "A Tool for Biomedical – Documents Classification Using Support Vector Machines". Alemanha, 2013.
    10.1007/978-94-007-4722-7_38
  4. Dourado, António. "Efficient Discriminative Models for Proteomics with Simple and Optimized Features". Países Baixos, 2013.
    10.1007/978-94-007-4722-7_9
  5. Dourado, António. "A Support Vector Machine based Framework for Protein Membership Prediction". Países Baixos, 2011.
    10.1007/978-94-007-0093-2_6
  6. Ramos, J.V.; Pereira, C.; Dourado, A.. "Building Interpretable Systems in Real Time". 127-150. 2010.
  7. Dourado, António. "Neural, Fuzzy and Neurofuzzy Systems for Medical Applications". 2008.
Livro
  1. Merelo, J.J.; Melício, F.; Cadenas, J.M.; Dourado, A.; Madani, K.; Ruano, A.; Filipe, J.. Preface. 2019.
  2. Merelo, J.J.; Rosa, A.; Cadenas, J.M.; Ruano, A.; Madani, K.; Dourado, A.; Filipe, J.. Preface. 2017.
  3. Merelo, J.J.; Rosa, A.; Cadenas, J.M.; Dourado, A.; Madani, K.; Filipe, J.. Preface. 2016.
  4. Merelo, J.J.; Rosa, A.; Cadenas, J.M.; Dourado, A.; Madani, K.; Filipe, J.. Computational intelligence: International joint conference, IJCCI 2014 Rome, Italy, october 22–24, 2014 revised selected papers. 2016.
    10.1007/978-3-319-26393-9
  5. Merelo, J.J.; Rosa, A.; Cadenas, J.M.; Dourado, A.; Madani, K.; Filipe, J.. Preface. 2015.
  6. Dourado, A.. Fuzzy control as the entrance door to control theory. 2014.
    10.1007/978-3-319-06323-2_16
  7. Teixeira, C.; Favaro, G.; Direito, B.; Bandarabadi, M.; Feldwisch-Drentrup, H.; Ihle, M.; Alvarado, C.; et al. Brainatic: A system for real-time epileptic seizure prediction. 2014.
    10.1007/978-3-642-54707-2_2
  8. Madani, K.; Dourado, A.; Rosa, A.; Filipe, J.. Preface. 2013.
    10.1007/978-3-642-35638

Outros

Outra produção
  1. Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis. 2022. Leal, T.; Dourado, A.; Lopes, F.; Teixeira, C.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85134077851&partnerID=MN8TOARS.
    10.48550/arXiv.2206.14520
  2. Epileptic Seizure Risk Assessment by Multi-Channel Imaging of the EEG. 2022. Leal, T.; Lopes, F.; Teixeira, C.; Dourado, A.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85169989231&partnerID=MN8TOARS.
    10.48550/arxiv.2204.07034
  3. Unsupervised EEG Preictal Interval Identification in Patients with Drug-resistant Epilepsy. 2022. Leal, A.; Curty, J.; Lopes, F.; Pinto, M.F.; Oliveira, A.; Sales, F.; Bianchi, A.M.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85167379479&partnerID=MN8TOARS.
    10.21203/rs.3.rs-1905838/v1
  4. On the clinical acceptance of black-box systems for EEG seizure prediction. 2021. Pinto, M.F.; Leal, A.; Lopes, F.; Pais, J.; Dourado, A.; Sales, F.; Martins, P.; Teixeira, C.A.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85168025056&partnerID=MN8TOARS.
    10.21203/rs.3.rs-886717/v2
Distinções

Outra distinção

2012 BRAINATICS: one of the ten nominated (out of 64) for the prize of best Computer-Interface device in 2012
2009 Best Paper Award "Challenging Brain-Computer Interface: the FP7 Epilepsiae Project"
1972 Prémio D. Dinis