Search results for "Pierre Geurts"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Yongjun Liao, Wei Du, Pierre Geurts, Guy Leduc	DMFSGD: A Decentralized Matrix Factorization Algorithm for Network Distance Prediction	CoRR	2012	DBLP BibTeX RDF
1	Pierre Geurts	Learning from positive and unlabeled examples by enforcing statistical significance.	Journal of Machine Learning Research - Proceedings Track	2011	DBLP BibTeX RDF
1	Pierre Geurts, Gilles Louppe	Learning to rank with extremely randomized trees.	Journal of Machine Learning Research - Proceedings Track	2011	DBLP BibTeX RDF
1	François Schnitzler, Sourour Ammar, Philippe Leray, Pierre Geurts, Louis Wehenkel	Efficiently Approximating Markov Tree Bagging for High-Dimensional Density Estimation.	ECML/PKDD	2011	DBLP DOI BibTeX RDF
1	Olivier Stern, Raphaël Marée, Jessica Aceto, Nathalie Jeanray, Marc Muller, Louis Wehenkel, Pierre Geurts	Automatic Localization of Interest Points in Zebrafish Images with Tree-Based Methods.	PRIB	2011	DBLP DOI BibTeX RDF
1	Ibtissam El Khayat, Pierre Geurts, Guy Leduc	Enhancement of TCP over wired/wireless networks with packet loss classifiers inferred by supervised learning.	Wireless Networks	2010	DBLP DOI BibTeX RDF
1	Saso Dzeroski, Pierre Geurts, Juho Rousu	Preface.	Journal of Machine Learning Research - Proceedings Track	2010	DBLP BibTeX RDF
1	Pierre Geurts	Bias vs Variance Decomposition for Regression and Classification.	Data Mining and Knowledge Discovery Handbook	2010	DBLP DOI BibTeX RDF
1	Raphaël Marée, Olivier Stern, Pierre Geurts	Biomedical Imaging Modality Classification Using Bags of Visual and Textual Terms with Extremely Randomized Trees: Report of ImageCLEF 2010 Experiments.	CLEF (Notebook Papers/LABs/Workshops)	2010	DBLP BibTeX RDF
1	Yongjun Liao, Pierre Geurts, Guy Leduc	Network Distance Prediction Based on Decentralized Matrix Factorization.	Networking	2010	DBLP DOI BibTeX RDF
1	Raphaël Marée, Philippe Denis, Louis Wehenkel, Pierre Geurts	Incremental indexing and distributed image search using shared randomized vocabularies.	Multimedia Information Retrieval	2010	DBLP DOI BibTeX RDF	subwindows, distributed, content-based image retrieval, randomized algorithms, incremental
1	Yongjun Liao, Mohamed Ali Kâafar, Bamba Gueye, François Cantin, Pierre Geurts, Guy Leduc	Detecting Triangle Inequality Violations in Internet Coordinate Systems by Supervised Learning.	Networking	2009	DBLP DOI BibTeX RDF	Internet Coordinate System, Decision Trees, Supervised Learning, Triangle Inequality Violation
1	Marie Dumont, Raphaël Marée, Louis Wehenkel, Pierre Geurts	Fast Multi-class Image Annotation with Random Subwindows and Multiple Output Randomized Trees.	VISAPP	2009	DBLP BibTeX RDF
1	Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts	Exploiting tree-based variable importances to selectively identify relevant variables.	Journal of Machine Learning Research - Proceedings Track	2008	DBLP BibTeX RDF
1	Pierre Geurts, Nizar Touleimat, Marie Dutreix, Florence d'Alché-Buc	Inferring biological networks with output kernel trees.	BMC Bioinformatics	2007	DBLP DOI BibTeX RDF
1	Ibtissam El Khayat, Pierre Geurts, Guy Leduc	Machine-learnt versus analytical models of TCP throughput.	Computer Networks	2007	DBLP DOI BibTeX RDF
1	Alberto Del Angel, Pierre Geurts, Damien Ernst, Mevludin Glavic, Louis Wehenkel	Estimation of rotor angles of synchronous machines using artificial neural networks and local PMU-based quantities.	Neurocomputing	2007	DBLP DOI BibTeX RDF
1	Raphaël Marée, Pierre Geurts, Louis Wehenkel	Content-Based Image Retrieval by Indexing Random Subwindows with Randomized Trees.	ACCV	2007	DBLP DOI BibTeX RDF
1	Pierre Geurts, Louis Wehenkel, Florence d'Alché-Buc	Gradient boosting for kernelized output spaces.	ICML	2007	DBLP DOI BibTeX RDF
1	Pierre Geurts, Damien Ernst, Louis Wehenkel	Extremely randomized trees.	Machine Learning	2006	DBLP DOI BibTeX RDF	Decision and regression trees, Cut-point randomization, Bias/variance tradeoff, Kernel-based models, Supervised learning, Ensemble methods
1	Minh Quach, Pierre Geurts	Elucidating the structure of genetic regulatory networks: a study of a second order dynamical model on artificial data.	ESANN	2006	DBLP BibTeX RDF
1	Vincent Auvray, Pierre Geurts, Louis Wehenkel	A Semi-Algebraic Description of Naive Bayes Models with Two Hidden Classes.	ISAIM	2006	DBLP BibTeX RDF
1	Ibtissam El Khayat, Pierre Geurts, Guy Leduc	On the Accuracy of Analytical Models of TCP Throughput.	Networking	2006	DBLP DOI BibTeX RDF
1	Pierre Geurts, Louis Wehenkel, Florence d'Alché-Buc	Kernelizing the output of tree-based methods.	ICML	2006	DBLP DOI BibTeX RDF
1	Pierre Geurts, Marianne Fillet, Dominique de Seny, Marie-Alice Meuwis, Michel Malaise, Marie-Paule Merville, Louis Wehenkel	Proteomic mass spectra classification using decision tree based ensemble methods.	Bioinformatics	2005	DBLP DOI BibTeX RDF
1	Damien Ernst, Pierre Geurts, Louis Wehenkel	Tree-Based Batch Mode Reinforcement Learning.	Journal of Machine Learning Research	2005	DBLP BibTeX RDF
1	Pierre Geurts	Bias vs. Variance Decomposition for Regression and Classification.	The Data Mining and Knowledge Discovery Handbook	2005	DBLP BibTeX RDF
1	Pierre Geurts, Louis Wehenkel	Segment and Combine Approach for Non-parametric Time-Series Classification.	PKDD	2005	DBLP DOI BibTeX RDF
1	Pierre Geurts, Antia Blanco Cuesta, Louis Wehenkel	Segment and Combine Approach for Biological Sequence Classification.	CIBCB	2005	DBLP BibTeX RDF
1	Ibtissam El Khayat, Pierre Geurts, Guy Leduc	Improving TCP in Wireless Networks with an Adaptive Machine-Learnt Classifier of Packet Loss Causes.	NETWORKING	2005	DBLP DOI BibTeX RDF
1	Raphaël Marée, Pierre Geurts, Justus H. Piater, Louis Wehenkel	Biomedical Image Classification with Random Subwindows and Decision Trees.	CVBIA	2005	DBLP DOI BibTeX RDF
1	Pierre Geurts, Louis Wehenkel	Closed-form dual perturb and combine for tree-based models.	ICML	2005	DBLP DOI BibTeX RDF
1	Raphaël Marée, Pierre Geurts, Justus H. Piater, Louis Wehenkel	Random Subwindows for Robust Image Classification.	CVPR	2005	DBLP DOI BibTeX RDF
1	Pierre Geurts, Ibtissam El Khayat, Guy Leduc	A Machine Learning Approach to Improve Congestion Control over Wireless Computer Networks.	ICDM	2004	DBLP DOI BibTeX RDF
1	Damien Ernst, Pierre Geurts, Louis Wehenkel	Iteratively Extending Time Horizon Reinforcement Learning.	ECML	2003	DBLP DOI BibTeX RDF
1	Pierre Geurts	Pattern Extraction for Time Series Classification.	PKDD	2001	DBLP DOI BibTeX RDF
1	Pierre Geurts, Louis Wehenkel	Temporal Machine Learning for Switching Control.	PKDD	2000	DBLP DOI BibTeX RDF
1	Pierre Geurts	Some Enhencements of Decision Tree Bagging.	PKDD	2000	DBLP DOI BibTeX RDF
1	Pierre Geurts, Louis Wehenkel	Investigation and Reduction of Discretization Variance in Decision Tree Induction.	ECML	2000	DBLP DOI BibTeX RDF

Publications of "Pierre Geurts" ( http://dblp.L3S.de/Authors/Pierre_Geurts )