d Alché-Buc's publications with Systems and Modeling

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7 publications
 
2007
Gradient boosting for kernelized output spaces   geurts-icml2007.pdf
Pierre Geurts, Louis Wehenkel, Florence d Alché-Buc
ACM International Conference Proceeding Series (Proceedings of the 24th International Conference on Machine Learning), Volume 227, page 289-296 - 2007
Inferring biological networks with output kernel trees   geurts-bmc2007.pdf
Pierre Geurts, Nizar Touleimat, Marie Dutreix, Florence d Alché-Buc
BMC Bioinformatics (PMSB06 special issue), Volume 8, Number Suppl 2, page S4 - 2007
Inferring biological networks with output kernel trees  
Pierre Geurts, Nizar Touleimat, Marie Dutreix, Florence d Alché-Buc
15th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB) and 6th European Conference on Computational Biology (ECCB), Posters Track - 2007
 
2006
Completion of biological networks: the output kernel trees approach   geurts-pmsb-final.pdf
Pierre Geurts, Nizar Touleimat, Marie Dutreix, Florence d Alché-Buc
Proceedings of the the Workshop on Probabilistic Modeling and Machine Learning in Structural and Systems Biology - 2006
Elucidating the structure of genetic regulatory networks: a study of a second order dynamical model on artificial data  
Minh Quach, Pierre Geurts, Florence d Alché-Buc
Proc. of the 14th European Symposium on Artificial Neural Networks - 2006
Kernelizing the output of tree-based methods   geurts-icml2006-final.pdf
Pierre Geurts, Louis Wehenkel, Florence d Alché-Buc
Proceedings of the 23rd International Conference on Machine Learning, page 345--352 - 2006
OK3: Méthode d’arbres à sortie noyau pour la prédiction de sorties structurées et l’apprentissage de noyau   geurts-cap06.pdf
Pierre Geurts, Louis Wehenkel, Florence d Alché-Buc
Proc. of CAP, page 16 - 2006

7 publications