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Pierre Geurts

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2009
24EEYongjun 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: 352-363
2007
23EERaphaël Marée, Pierre Geurts, Louis Wehenkel: Content-Based Image Retrieval by Indexing Random Subwindows with Randomized Trees. ACCV (2) 2007: 611-620
22EEPierre Geurts, Louis Wehenkel, Florence d'Alché-Buc: Gradient boosting for kernelized output spaces. ICML 2007: 289-296
21EEIbtissam El Khayat, Pierre Geurts, Guy Leduc: Machine-learnt versus analytical models of TCP throughput. Computer Networks 51(10): 2631-2644 (2007)
20EEAlberto 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 70(16-18): 2668-2678 (2007)
2006
19EEMinh Quach, Pierre Geurts: Elucidating the structure of genetic regulatory networks: a study of a second order dynamical model on artificial data. ESANN 2006: 569-574
18EEPierre Geurts, Louis Wehenkel, Florence d'Alché-Buc: Kernelizing the output of tree-based methods. ICML 2006: 345-352
17EEIbtissam El Khayat, Pierre Geurts, Guy Leduc: On the Accuracy of Analytical Models of TCP Throughput. Networking 2006: 488-500
16EEPierre Geurts, Damien Ernst, Louis Wehenkel: Extremely randomized trees. Machine Learning 63(1): 3-42 (2006)
2005
15 Pierre Geurts, Antia Blanco Cuesta, Louis Wehenkel: Segment and Combine Approach for Biological Sequence Classification. CIBCB 2005: 194-201
14EERaphaël Marée, Pierre Geurts, Justus H. Piater, Louis Wehenkel: Biomedical Image Classification with Random Subwindows and Decision Trees. CVBIA 2005: 220-229
13EERaphaël Marée, Pierre Geurts, Justus H. Piater, Louis Wehenkel: Random Subwindows for Robust Image Classification. CVPR (1) 2005: 34-40
12EEPierre Geurts, Louis Wehenkel: Closed-form dual perturb and combine for tree-based models. ICML 2005: 233-240
11EEIbtissam El Khayat, Pierre Geurts, Guy Leduc: Improving TCP in Wireless Networks with an Adaptive Machine-Learnt Classifier of Packet Loss Causes. NETWORKING 2005: 549-560
10EEPierre Geurts, Louis Wehenkel: Segment and Combine Approach for Non-parametric Time-Series Classification. PKDD 2005: 478-485
9 Pierre Geurts: Bias vs. Variance Decomposition for Regression and Classification. The Data Mining and Knowledge Discovery Handbook 2005: 749-763
8EEPierre 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 21(14): 3138-3145 (2005)
7EEDamien Ernst, Pierre Geurts, Louis Wehenkel: Tree-Based Batch Mode Reinforcement Learning. Journal of Machine Learning Research 6: 503-556 (2005)
2004
6EEPierre Geurts, Ibtissam El Khayat, Guy Leduc: A Machine Learning Approach to Improve Congestion Control over Wireless Computer Networks. ICDM 2004: 383-386
2003
5EEDamien Ernst, Pierre Geurts, Louis Wehenkel: Iteratively Extending Time Horizon Reinforcement Learning. ECML 2003: 96-107
2001
4EEPierre Geurts: Pattern Extraction for Time Series Classification. PKDD 2001: 115-127
2000
3EEPierre Geurts, Louis Wehenkel: Investigation and Reduction of Discretization Variance in Decision Tree Induction. ECML 2000: 162-170
2EEPierre Geurts: Some Enhencements of Decision Tree Bagging. PKDD 2000: 136-147
1EEPierre Geurts, Louis Wehenkel: Temporal Machine Learning for Switching Control. PKDD 2000: 401-408

Coauthor Index

1Alberto Del Angel [20]
2François Cantin [24]
3Antia Blanco Cuesta [15]
4Damien Ernst [5] [7] [16] [20]
5Marianne Fillet [8]
6Mevludin Glavic [20]
7Bamba Gueye [24]
8Mohamed Ali Kâafar [24]
9Ibtissam El Khayat [6] [11] [17] [21]
10Guy Leduc [6] [11] [17] [21] [24]
11Yongjun Liao [24]
12Michel Malaise [8]
13Raphaël Marée [13] [14] [23]
14Marie-Paule Merville [8]
15Marie-Alice Meuwis [8]
16Justus H. Piater [13] [14]
17Minh Quach [19]
18Dominique de Seny [8]
19Louis Wehenkel [1] [3] [5] [7] [8] [10] [12] [13] [14] [15] [16] [18] [20] [22] [23]
20Florence d'Alché-Buc [18] [22]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)