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| António Dourado |
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| University of Coimbra, Coimbra |
| Regular Member |
| Personal Web Site: |
| Main page: http://www.mirlabs.net/global/index.php?c=main&a=person&id=609 |
| Short Biography |
| ANTÓNIO DOURADO , UNIVERSITY OF COIMBRA, PORTUGAL Full Professor (Professor Catedratico) of FCTUC/Scientific Director of Soft Computing and Automation Group of Center for Informatics and Systems of the University of Coimbra (CISUC), since 2002. Before, since 1989, has been assistant, Auxiliary Professor, Associate Professor in Informatics Engineering and Electrical Engineering Departments, University of Coimbra. Has been and is teaching courses on Systems Engineering, Automatic Control, Instrumentation, Fuzzy Systems, Neural Networks, Theory of Computation, General Management, to Engineering Students and MsC Students, in Informatics Engineering, Electrical Engineering and Biomedical Engineering. Has been adviser of 15 MsC Theses and was or is adviser of 8 PhD theses. Has been and is involved in national projects (in collaboration with industry) and international projects at European level (included some Networks of Excellence). He is the coordinator of the European project EPILEPSIAE- Evolving Platform for improving the Living Expectations of Patients Suffering from Ictal Events. He is author or co-author of more than 200 international publications in referred journals, book chapters and conferences. He is member of IEEE (Computational Intelligence Society, System Man and Cybernetic Society, Automatic Control Society, Management Society) and has been co-founder of European Control Association and Portuguese Association of Automatic Control (IFAC National Member). He has been member of numerous International Scientific Program Committees and has been reviewer of several International Journals. Main research interests: Computational Intelligence, Signal Processing, data mining for medical and industrial applications, and intelligent control. He is the coordinator of FP7 Epilepsiae Project researching algorithms for EEG-ECG processing for epileptic seizures prediction. Some representative publications: Comparison of real-Time Learning Techniques in a Laboratory Process, in Lecture Notes on Iterative Identification and Control Design P. Albertos and A. Sala (Eds), Systems Engineering and Control Department, Univ. Politécnica de Valencia 2001, Fundamental Issues in Control (Co-Editor) , special Issue of European Journal of Control/ Hermes Science 2001. Structure and parameter learning of neuro-fuzzy systems: A methodology and a comparative study Journal intelligent and Fuzzy Systems/ IOS Press 2002 Interpretability and learning in neuro-fuzzy systemsJ. Fuzzy Sets and Systems/Elsevier2004 VISRED - Numerical Data Mining with Linear and Nonlinear Techniques in Proc. of the In Advances in Data Mining. Theoretical Aspects and Applications,pp. 93-106, Vol. 4597, Lecture Notes in Artificial Intelligence, Industrial Conference on Data Mining 2007, Leipzig, Germany, July 2007. |
| List of top 5 publications in the last 5 years |
| Neural, Fuzzy and Neuro-Fuzzy Systems for Medical Applications in
Intelligent and Adaptive Systems in Medicine, Medical Physics and
Biomedical Engineering, pp. 127-172, Olivier C. L. Haas and Keith J
Burnham, January 2008, IOP Press An Application for Electroencephalogram Mining for Epileptic Seizure Prediction In Advances in Data Mining. Medical Applications, E-Commerce, Marketing, and Theoretical Aspects , LNCS Volume 5077/2008 : 87-101 , Springer Berlin/Heidelberger, ISSN 0302-9743. Combining Multidimensional Scaling and Computational Intelligence for Industrial Monitoring, In Advances of Data Mining (Petra Perner Ed.), Lecture Notes in Computer Science, n 5633, pp.232-246, 2009 Epileptic Seizure Prediction and The Dimensionality Reduction Problem, In Proceed. 19th ICANN 2009, Limassol , Cyprus, September 14-17, LNCS n 5769 Part II pp 1-9, Springer, 2009 The building of interpretable systems in real-time In Evolving Intelligent Systems: Methodology and Applications, Plamen Angelov, Dimitar P. Filev, and Nikola Kasabov (Eds), Wiley-IEEE, in 2010. EPILAB: A software package for studies on the prediction of epileptic seizures, C.A. Teixeira, B. Direito, H. Feldwisch-Drentrup,M. Valderrama, R.P. Costa,C. Alvarado-Rojas, S. Nikolopoulos, M. Le Van Quyen, J. Timmer, B. Schelter A. Dourado, Journal of Neuroscience Methods, 2011. |
| List of top 5 academic activities during the last 5 years |