Geurts's publications with Systems and Modeling
2013
Accepted for publication in Zebrafish - 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
Proteome Science, Volume 9, Number 34 - 2011
Extended Abstract at 20 th Machine Learning conference of Belgium and The Netherlands - may 2011
Extended Abstract at 20 th Machine Learning conference of Belgium and The Netherlands - may 2011
2010
Working Notes, ImageCLEF LAB Notebook, Multilingual and Multimodal Information Access Evaluation (CLEF) - Sep 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
Proc. of IFIP Networking 2010 - May 2010
2009
Proc. 6th IEEE Workshop on Object Tracking and Classification Beyond and in the Visible Spectrum (CVPR09) - Jun 2009
IPSJ Transactions on Computer Vision and Applications (open-access), Volume 1, Number 1, page 46-57 - jan 2009
Proc. of Networking 2009, Volume 5550, page 352-363 - May 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
77th European Atherosclerosis Society Congress (Poster) - April 2008
Wireless Networks - August 2008
JMLR: Workshop and Conference Proceedings, Volume 4, page 60-73 - 2008
Proc. of FSDM08, ECML/PKDD Workshop on New challenges for feature selection in data mining and knowledge discovery - 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
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
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
BMC Bioinformatics (PMSB06 special issue), Volume 8, Number Suppl 2, page S4 - 2007
15th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB) and 6th European Conference on Computational Biology (ECCB), Posters Track - 2007
Computer Networks, Volume 51, Number 10, page 2631--2644 - July 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
2006
Proc. Ninth International Symposium on Artificial Intelligence and Mathematics - jan 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 the Workshop on Probabilistic Modeling and Machine Learning in Structural and Systems Biology - 2006
Proc. of the 14th European Symposium on Artificial Neural Networks - 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
Proc. of CAP, page 16 - 2006
Proc. of IFIP International Networking Conference - May 2006
Proceedings of the Machine Learning Conference of Belgium and The Netherlands (Benelearn), page 15-23 - 2006
2005
International Journal of Emerging Electric Power Systems, Volume 3, Number 1, page 1066.1--1066.37 - 2005
Data Mining and Knowledge Discovery Handbook: A Complete Guide for Practitioners and Researchers, Kluwer Academic Publishers - 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
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 International Conference on Networking (Networking 2005) - May 2005
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
Proceedings of ICDM 2004, IEEE International Conference on Data Mining, page 383-386 - November 2004
Proc. Bioforum 2004 - dec 2004
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 the 14th European Conference on Machine Learning, page 96-107 - September 2003
Revue des nouvelles technologies de l'information, Numéro spécial entreposage et fouille de données, Volume 1, page 111-122 - 2003
Revue des nouvelles technologies de l'information, Numéro spécial entreposage et fouille de données, Volume 1, page 227-238 - 2003
2002
PhD thesis from University of Liège, Belgium - May 2002
2001
Proceedings of AISTATS 2001, Eighth International Workshop on Artificial Intelligence and Statistics, page 196-201 - January 2001
Engineering intelligent systems, Volume 9, page 195-204 - 2001
Proceedings of PKDD 2001, 5th European Conference on Principles of Data Mining and Knowledge Discovery, page 115-127 - September 2001
2000
Proceedings of ECML 2000, European Conference on Machine Learning, page 162-170 - May 2000
Proceedings of PKDD 2000, 4th European Conference on Principles of Data Mining and Knowledge Discovery, page 136-147 - September 2000
Proceedings of PKDD 2000, 4th European Conference on Principles of Data Mining and Knowledge Discovery, page 401-408 - September 2000
1999
Proceedings of the 13th Power System Computation Conference, PSCC99, page 324-330 - june 28-July 2nd 1999
1998
Proceedings of ICML-AAAI 98 Workshop on , page 21-27 - july 27 1998
Proceedings of LESCOPE 98, Large Engineering Syst. Conf. on Power Engineering, page 217-224 - June 7-9 1998