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Curriculum Vitae
| Diplomas |
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- Higher education habilitation (Agrégation de l’Enseignement Supérieur), UCL, 2001.
- Ph.D. in Engineering Sciences, UCL, 1992.
- Master in Electrical Engineering, UCL, 1987, magna cum laude.
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| Work experience |
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- Full Professor at UCL from 2010, professor from 2006 to 2010.
- FNRS Research Director 2005-2006, Senior Research Associate 2001-2005, Research Associate 1995-2001
- FNRS Postdoctoral researcher 1993-1995, UCL Postdoctoral researcher 1992-1993.
- Invited Professor at EPFL (Ecole Polytechnique Fédérale de Lausanne, Switzerland) in 1992.
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| Research domains |
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- Machine learning
- Biomedical data and signal analysis
- Data visualization and dimensionality reduction
- Feature selection
- Classification, regression, clustering
- Time series prediction
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| Papers and citations |
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- Author or co-author of
- 3 books
- 14 book chapters
- 80 articles in peer-reviewed international journals
- 250 communications to peer-reviewed international conferences
- More than 30 invitations to conference for keynotes or invited talks.
- 5485 citations, h-index:36 (source: Google scholar, 15/7/2014
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| Editorial activities |
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- Co-editor-in-chief of the "Neural Processing Letters" journal (since September 1994), published by Kluwer Academic Publishers (1996-2005) and Springer (2005-current)
- Associate editor of the IEEE Transactions on Neural Networks journal (2004-2009)
- Editorial Board member of the Neurocomputing journal (Elsevier), 1994-2014
- Principal organizer and technical program chair of ESANN (European Symposium On Artificial Neural Networks, Computational Intelligence and Machine Learning) every year from 1993 to 2014.
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Participation in University management committees |
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- Louvain School of Engineering, dean, from September 1, 2014
- Louvain School of Engineering, vice-dean, 2013-2014
- Electricity department, head, 2010-2014
- Doctoral school in Engineering, Construction and Urban Planning, head, 2004-2014
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