Wehenkel's publications with Systems and Modeling
2013
BMC Diagnostic Pathology (Proc. 12th European Congress on Telepathology and 5th International Congress on Virtual Microscopy), Volume 8 S1 - 2013
Extremely Randomized Trees and Random Subwindows for Image Classification, Annotation, and Retrieval
in Book Decision Forests in Computer Vision and Medical Image Analysis, Advances in Computer Vision and Pattern Recognition, Springer, page 125--141 - Feb 2013
2011
To appear Proc. 6th IAPR International Conference on Pattern Recognition in Bioinformatics - 2011
Annals of the Rheumatic Diseases, Volume 70, page 1144-1152 - 2011
Proteome Science, Volume 9, Number 34 - 2011
Extended Abstract at 20 th Machine Learning conference of Belgium and The Netherlands - may 2011
ICMLC 2011 3rd International Conference on Machine Learning and Computing, Volume 1, page 218--222 - feb 2011
Extended Abstract at 20 th Machine Learning conference of Belgium and The Netherlands - may 2011
2010
Proc. 11th ACM International Conference on Multimedia Information Retrieval (MIR), page 91-100 - March 2010
Plos ONE, Volume 5, Number 9, page e12776 - sept 2010
2009
Proc. International Radar Conference - oct 2009
Proteomics, Volume 9, Number 8, page 2163-2170 - Apr 2009
IEEE Transactions on Power Systems - 2009
IPSJ Transactions on Computer Vision and Applications (open-access), Volume 1, Number 1, page 46-57 - jan 2009
Proc. International Conference on Computer Vision Theory and Applications (VISAPP), Volume 2, page 196-203 - feb 2009
Molecular BioSystems, Volume 5, page 1593-1605 - dec 2009
2008
Journal of Computational and Applied Mathematics, Volume 215, Number 2, page 448-456 - 2008
IEEE Transactions on Power Systems, Volume 23, Number 4, page 1533-1541 - nov 2008
Proc. of North American Power Symposium - 2008
77th European Atherosclerosis Society Congress (Poster) - April 2008
Probabilistic Methods in Power Systems (PMAPS08) - 2008
Proc of Journées Françaises des Réseaux Bayesiens - 2008
Proc. of FSDM08, ECML/PKDD Workshop on New challenges for feature selection in data mining and knowledge discovery - 2008
JMLR: Workshop and Conference Proceedings, Volume 4, page 60-73 - 2008
High-dimensional probability density estimation with randomized ensembles of tree structured bayesian networks
Proceedings of the fourth European Workshop on Probabilistic Graphical Models (PGM08) - 2008
Lazy planning under uncertainties by optimizing decisions on an ensemble of incomplete disturbance trees
Recent Advances in Reinforcement Learning, Volume 5323, page 1-14 - nov 2008
Uncertainty in Artificlal Intelligence - 2008
AML08: Algebraic Methods in Machine Learning (NIPS workshop) - 2008
Clinical Chemistry, Volume 54, Number 6, page 1066-1075 - June 2008
JMLR: Workshop and Conference Proceedings, Number 4 - 2008
Proc. of MLSB 2008, second workshop on Machine Learning in Systems Biology - 2008
Clinical Biochemistry, Volume 41, Number 12, page 960-967 - Aug 2008
Proc. of MLSB 2008, second workshop on Machine Learning in Systems Biology - 2008
IEEE Transactions on Systems, Man and Cybernetics - Part B - 2008
NIPS 2008 Workshop on Model Uncertainty and Risk in RL - 2008
Proc. of BENELEARN - 2008
2007
Proc. IEEE Power Tech Conference, Lausanne, July 2007 - 2007
Proc. IEEE Power Tech Conference, Lausanne, July 2007 - 2007
Proc. of IEEE Benelux meeting on Systems and Control - 2007
Proc. IEEE Power Tech Conference, Lausanne, July 2007 - 2007
Biochemical Pharmacology, Volume 73, Number 9, page 1422--1433 - May 2007
Proc. 8th Asian Conference on Computer Vision (ACCV), LNCS, Volume 4844, page 611--620 - Nov 2007
IEEE Trans. on Power Systems, Volume 22, Number 4, page 1690-1697 - November 2007
Electra, Number 231 - April 2007
Bulk Power Systems Dynamics and Control VII - aug 2007
Estimation of rotor angles of synchronous machines using artificial neural networks and local PMU-based quantities
Neurocomputing, Volume 70, Number 16-18, page 2668-2678 - October 2007
ACM International Conference Proceeding Series (Proceedings of the 24th International Conference on Machine Learning), Volume 227, page 289-296 - 2007
IEEE Transactions on Power Systems, Volume 22, Number 2, page 887-889 - May 2007
Benelux meeting on Systems and Control - 2007
Electric power systems research, Volume 77, page 508--517 - 2007
International Journal of Tomography and Statistics, Volume 6, page 122--128 - 2007
Biochemical and Biophysical Research Communications, Volume 357, Number 4, page 861-864 - June 2007
Proc. of Third Carnegie Mellon Conference in Electric Power Systems - 2007
BMC Cell Biology supplement on Workshop of Multiscale Biological Imaging, Data Mining and Informatics, Volume 8, Number S1 - July 2007
16th Annual Machine Learning Conference of Belgium and The Netherlands, Poster - 2007
15th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB) and 6th European Conference on Computational Biology (ECCB), Posters Track - 2007
Proc. IEEE Power Tech Conference, Lausanne, July 2007 - 2007
2006
Proc. Ninth International Symposium on Artificial Intelligence and Mathematics - jan 2006
Modern Electric Power Systems Symposium (MEPS06) - sep 2006
Proc. of Second Carnegie Mellon Conference in Electric Power Systems, page 8 - 2006
Proc. of IEEE PES General Meeting, page 6 - 2006
Workshop on Multiscale Biological Imaging, Data Mining & Informatics - sep 2006
Proceedings of the 45th IEEE Conference on Decision and Control - 2006
Machine Learning Conference of Belgium and The Netherlands (Benelearn), page 65-72 - 2006
IEEE Benelux Meeting on Systems and Control - 2006
Proc. 38th North American Power Symposium - 2006
Technical Report , CIGRE Report - 210 pages - 2006
Proc. Robust Methods for Power System State Estimation and Load Forecasting, RTE, France - 2006
Machine Learning, Volume 36, Number 1, page 3-42 - 2006
Proceedings of the 23rd International Conference on Machine Learning, page 345--352 - 2006
Proceedings of the 13th IFAC Workshop on Control Applications of Optimisation, page 6 - 2006
Proc. 38th North American Power Symposium - 2006
OK3: Méthode d’arbres à sortie noyau pour la prédiction de sorties structurées et l’apprentissage de noyau
Proc. of CAP, page 16 - 2006
Proc. of Second Carnegie Mellon Conference in Electric Power Systems, page 6 - 2006
Proc. International Workshop on Intelligent Computing in Pattern Analysis/Synthesis (IWICPAS), Lecture Notes in Computer Science, Volume 4153, page 446-454 - aug 2006
Segment and combine: a generic approach for supervised learning of invariant classifiers from topologically structured data
Proceedings of the Machine Learning Conference of Belgium and The Netherlands (Benelearn), page 15-23 - 2006
2005
Proceedings of the ACOMEN conference - 2005
Engineering Intelligent Systems for Electrical Engineering and Communications, Volume 13, Number 2, page 81--88 - 2005
Proceedings of the ACOMEN conference, page 18 - June 2005
Proc. 15th Power System Computation Conference, Liege (Belgium) - 2005
Proc. 15th Power System Computation Conference, Liege (Belgium) - 2005
Proceedings of the CEE conference, Coimbra, Portugal, page 6 - October 2005
International Journal of Emerging Electric Power Systems, Volume 3, Number 1, page 1066.1--1066.37 - 2005
Proc. ICCV workshop on Computer Vision for Biomedical Image Applications (CVIBA 2005), Volume 3765, page 220-229 - oct 2005
Proceedings of the International Conference on Machine Learning (ICML 2005) - 2005
IEEE Transactions on Power Systems, Volume 6, page 503-556 - April 2005
ICML workshop on Machine Learning Techniques for Processing Multimedia Content (MLMM2005) - 2005
Arthritis and Rheumatism, Volume 52, Number 12, page 3801--3812 - nov 2005
Proceedings of the CEE conference, Coimbra, Portugal, page 6 - October 2005
Proc. 15th Power System Computation Conference, Liege (Belgium) - 2005
Real Time Stability in Power Systems - Techniques for Early Detection of the Risk of Blackout, Springer Verlag, page 199-232 - 2005
Proteomic and genomic data classification using decision tree based ensemble methods - Application to the diagnosis of inflammatory diseases
Proc. Benelux Bioinformatics Conference, Ghent - apr 2005
Bioinformatics, Volume 21, Number 14, page 3138--3145 - 2005
Proc. Digestive Disease Week, Chicago - May 2005
Proc. 13th United European Gastroenterology week, Copenhagen, Danemark - oct 2005
Acta Enterologica Belgica, Volume 68, Number 1, page D38 - 2005
Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2005), Volume 1, page 34--40 - June 2005
Proc. IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB 2005), page 194--201 - 2005
Proceedings of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD) - October 2005
Journal of Machine Learning Research, Volume 6, page 503-556 - April 2005
2004
Proceedings of the 6th Asian Conference on Computer Vision, Volume 2, page 860-865 - 2004
Int J for Computation and Maths. in Electrical and Electronic Eng., Volume 23, Number 1, page 21-34 - 2004
Proceedings of the International Congress on Information Processing and Management of Uncertainty in Knowledge based Systems, IPMU04, page 8 - 2004
Proc. Bioforum 2004 - dec 2004
IEEE International Symposium on Circuits and Systems - 2004
CIGRE, page 9 - 2004
IEEE Transactions on Power Systems, Volume 19, page 427-435 - February 2004
Proceedings of the IEEE PSCE Conference, page 6 - 2004
Proceedings of Bulk Power System Dynamics and Control - VI, IREP04, page 2 - 2004
2003
Fuzzy Sets and Systems, Volume 138, page 221-254 - 2003
Proceedings of the IEEE Power-Tech - 2003
Proceedings of ISAP 2003 - 2003
Proceedings of the 23rd SGAI international conference on innovative techniques and applications of artificial intelligence, Research and development in intelligent systems XX,, page 169-182 - 2003
Proceedings of Intelligent Systems Applications to Power Systems (ISAP03) - 2003
Proceedings IEEE PES Winter Meeting, page 6 - 2003
Proceedings of the 14th European Conference on Machine Learning, page 96-107 - September 2003
Proceedings of IEEE Power Tech - 2003
Proceedings IEEE Bologna Power Tech conference, Bologna (Italy) - 2003
Revue des nouvelles technologies de l'information, Numéro spécial entreposage et fouille de données, Volume 1, page 227-238 - 2003
Proceedings of Intelligent Systems Applications to Power Systems, ISAP03 - 2003
2002
Application of data mining to optimize settings for generator tripping and load shedding system (RPTC) in emergency control at Hydro-Quebec
Proceedings of Probabilistic Methods Applied to Power Systems, PMAPS02, page 7 - 2002
Proceedings of the IEEE PES Winter Meeting, page 2 - 2002
EXaMINE - Experimentation of a monitoring and control system for managing vulnerabilities of the European infrastructure for electrical power exchange
Proceedings of the IEEE PES Summer Meeting, page 6 - 2002
Proceedings of the 14th Power Systems Computation Conference (PSCC 2002), page 7 - June 22-24 2002
Uncertainty in Artificial Intelligence, page 10 - 2002
2001
Engineering intelligent systems, Volume 9, page 195-204 - 2001
Proceedings of the IEEE PES Winter Meeting, page 6 - 2001
2000
IEEE Special publication no TP-138-0, IEEE PES - 2000
Proceedings of PKDD 2000, page 86-95 - September 13-16 2000
Proceedings of the IEEE PES Winter Meeting, page 6 - 2000
Proceedings of the International Congress on Information Processing and Management of Uncertainty in Knowledge based Systems, IPMU00 - 2000
Theme Volumes on Knowledge based systems-Techniques and applications, Academic Press, page 60 - 2000
Proceedings of ECML 2000, European Conference on Machine Learning, page 162-170 - May 2000
Information, Uncertainty, Fusion, Kluwer Academic, page 131-145 - 2000
Proceedings of PKDD 2000, 4th European Conference on Principles of Data Mining and Knowledge Discovery, page 401-408 - September 2000
1999
Fuzzy Sets and Systems, Volume 102, page 3-19 - 1999
Proceedings of IEEE PowerTech - 1999
IEEE Computer Applications in Power, Volume 12, Number 3, page 19-25 - July 1999
Proceedings of the 13th Power System Computation Conference, PSCC99, page 324-330 - june 28-July 2nd 1999
Proceedings of the 13th Power Systems Computation Conference, PSCC99, page 35-48 - June 1999
Control Engineering Practice, Volume 7, Number 2, page 183-194 - 1999
IEEE Transactions on Power Systems, Volume 14, Number 2, page 654-659 - 1999
Proceedings of the IEEE Power Tech'99, page 6 - August 29-September 2 1999
1998
A statistical analysis of the impact on security of a protection scheme on the {French} power system
Proceedings of Power-Con 98 - Aug 1998
Kluwer Academic - 1998
Proceedings of LESCOPE 1998, page 225-230 - June 1998
Proceedings of ICML-AAAI 98 Workshop on , page 21-27 - july 27 1998
Proceedings of the VI Symposium of Specialists in Electric Operational and Expansion Planning (SEPOPE 1998), page 9 - May 1998
Transactions of the IEE of Japan (Section B), Volume 118-B(2) - 1998
Proceedings of the International Congress on Information Processing and Management of Uncertainty in Knowledge based Systems, IPMU98 - 1998
Proceedings of Bulk Power System Dynamics and Control - IV Restructuring, page 105-115 - August 1998
Proceedings of LESCOPE 98, Large Engineering Syst. Conf. on Power Engineering, page 217-224 - June 7-9 1998
1997
Proceedings of the IERE Workshop on Future Directions in Power System Reliability, page 243-252 - 1997
Proceedings of the IFAC Symposium on Control of Power Plants and Power Systems, CPSPP97, page 506-511 - 1997
Proceedings of the IEEE Summer Meeting, page 10 - July 1997
Proceedings IFAC Symposium on Control of Power Plants and Power Systems, CPSPP97, page 673-678 - 1997
Tutorial given at PICA'97 - 1997
Proceedings of the International Fuzzy Systems Association World Congress, IFSA97, page 381-388 - 1997
Proceedings of IFAC Conference on Control of Industrial Systems, CIS97, page 43-48 - 1997
Proceedings of IFAC Conference on Control of Power Systems and Power Plants, CPSPP97, page 685-690 - 1997
IEEE Expert, Intelligent Systems and their Applications, Volume 12, Number 3 - 1997
Internation Journal of Electric Power and Energy Systems, Volume 19, Number 3, page 195-205 - 1997
Proceedings of APSCOM97 - 1997
1996
Proceedings of the International Congress on Information Processing and Management of Uncertainty in Knowledge based Systems, IPMU96, page 419-424 - July 1996
Revue E - SRBE - 1996
IEEE Transactions on Power Systems, Volume PWRS-11, Number 1, page 101-111 - 1996
Proceedings of the 8th Mediterranean Electrotechnical Conference, MELECON96, page 809-815 - May 1996
Proceedings of the International Congress on Information Processing and Management of Uncertainty in Knowledge based Systems, IPMU96, page 413-418 - 1996
Proceedings of the 12th Power Systems Computation Conference, PSCC96, page 903-910 - 1996
Proceedings of the IMACS/IEEE SMC Multiconference on Computational Engineering in Systems Applications, CESA97, page 1072-1077 - 1996
1995
Proceedings of IEEE Power Tech, page 530-535 - 1995
Proceedings of the 2nd IFAC Symposium on Control of Power Plants and Power Systems, SIPOWER95, page 231-236 - 1995
Proceedings of the 2nd IFAC Symposium on Control of Power Plants and Power Systems, SIPOWER95, page 237-242 - 1995
IEEE Conference on Control Applications, CCA95, page 825-832 - 1995
Proceedings of the 2nd IFAC Sympposium on Control of Power Plants and Power Systems, SIPOWER95, page 151-156 - 1995
Proceedings of the 2nd IFAC Symposium on Control of Power Plants and Power Systems, SIPOWER95 - 1995
Proceedings of the Workshop on Machine Learning in Engineering - International Joint Conference on Artificial Intelligence, IJCAI95 - 1995
Faculté des Sciences Appliquées - Univerité de Liège, No 142, 400 pages - 1995
Technical Report , University of Liège - 1995
Proc. 2nd IFAC Symp. on Control of Power Plants and Power Systems - 1995
Proceedings of the International Conference on Artificial Neural Networks, NEURONIMES95, ICANN95, page 8.3.1-8.3.7 - 1995
1994
Technical Report , University of Liège - Belgium - 1994
Technical Report , University of Liège - Belgium - 1994
IEEE Transactions on Power Systems, Volume PWRS-9, Number 1, page 459-469 - 1994
PhD thesis from University of Liège - Faculté des Sciences appliquées - May 1994
Proceedings of ISAP94, page 521-528 - 1994
Engineering Intelligent Systems for Electrical Engineering and Communications, Volume 2, Number 4, page 233-245 - 1994
Technical Report , University of Liège - Belgium - 1994
1993
Proceedings of the 4th International Symposium on Expert Systems Application to Power Systems, page 285-291 - 1993
Proceedings of the IEE International Conference on Advances in Power System Control, Operation and Management, APSCOM93, page 47-53 - 1993
International Journal of Electric Power and Energy Systems, Volume 15, Number 1, page 13-36 - 1993
IEE Proceedings - Part C, Volume 140, page 189-198 - 1993
Uncertainty in Intelligent Systems, Elsevier - North Holland, page 397-411 - 1993
Proceedings of the IEEE Power Tech Conference, IEEEPT93, page 889-895 - sep 1993
Proceedings of the IEEE Power Tech Conference, IEEEPT93, page 896-900 - 1993
Actes de la journée d'études SEE, Intégration des techniques de l'intelligence artificielle dans la conduite et la gestion des réseaux électriques - 1993
Proceedings of the 11th Power Systems Computation Conference, PSCC93, page 113-119 - Aug-Sept 1993
1992
Technical Report , University of Liège - 1992
Proceedings of the International Congress on Information Processing and Management of Uncertainty in Knowledge based Systems, IPMU92, page 581-584 - 1992
IEEE Transactions on Power Systems, Volume PWRS-7, page 1012-1022 - 1992
CIGRE Report 38-208, Paris - 1992
1991
Automatica, Volume 27, Number 1, page 115-134 - 1991
Proc. 2nd Intern. workshop on Bulk power system voltage phenomena : voltage stability and security - 1991
Proc. of the 2nd Int. NSF Workshop on Bulk Power System Voltage Phenomena - Voltage Stability and Security, Deep Creek Lake, Ma, page 217-228 - 1991
1990
PhD thesis from University of Liège - Electrical Engineering and Computer Science - 1990
1989
IEEE Transactions on Power Systems, Volume PWRS-4, page 789-800 - 1989
Automatica, Volume 25, Number 3, page 445-451 - 1989
1988
Artificial intelligence methods for on-line transient stability assessment of electric power systems
Proceedings of the 1rst International Symposium on Expert Systems Application to Power Systems, ESAP88, page 5.1-5.8 - 1988
Proceedings of the IEEE International Symposium on Circuits and Systems, ISCAS88, page 1887-1890 - 1988
1987
Proceedings of the 10th IFAC World Congress, IFAC87, page 308-313 - 1987
Proceedings of the IMACS International Symposium on AI, Experts Systems and Languages in Modelling and Simulation, IMACS87, page 243-248 - 1987
1986
Proceedings of the 25th IEEE Conference on Decision and Control, CDC86, page 649-650 - 1986