Pierre Geurts

	2009
26		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: 352-363
25		Marie Dumont, Raphaël Marée, Louis Wehenkel, Pierre Geurts: Fast Multi-class Image Annotation with Random Subwindows and Multiple Output Randomized Trees. VISSAPP (2) 2009: 196-203
	2007
24		Raphaël Marée, Pierre Geurts, Louis Wehenkel: Content-Based Image Retrieval by Indexing Random Subwindows with Randomized Trees. ACCV (2) 2007: 611-620
23		Pierre Geurts, Louis Wehenkel, Florence d'Alché-Buc: Gradient boosting for kernelized output spaces. ICML 2007: 289-296
22		Pierre Geurts, Nizar Touleimat, Marie Dutreix, Florence d'Alché-Buc: Inferring biological networks with output kernel trees. BMC Bioinformatics 8(S-2): (2007)
21		Ibtissam El Khayat, Pierre Geurts, Guy Leduc: Machine-learnt versus analytical models of TCP throughput. Computer Networks 51(10): 2631-2644 (2007)
20		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 70(16-18): 2668-2678 (2007)
	2006
19		Minh 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
18		Pierre Geurts, Louis Wehenkel, Florence d'Alché-Buc: Kernelizing the output of tree-based methods. ICML 2006: 345-352
17		Ibtissam El Khayat, Pierre Geurts, Guy Leduc: On the Accuracy of Analytical Models of TCP Throughput. Networking 2006: 488-500
16		Pierre 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
14		Raphaël Marée, Pierre Geurts, Justus H. Piater, Louis Wehenkel: Biomedical Image Classification with Random Subwindows and Decision Trees. CVBIA 2005: 220-229
13		Raphaël Marée, Pierre Geurts, Justus H. Piater, Louis Wehenkel: Random Subwindows for Robust Image Classification. CVPR (1) 2005: 34-40
12		Pierre Geurts, Louis Wehenkel: Closed-form dual perturb and combine for tree-based models. ICML 2005: 233-240
11		Ibtissam 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
10		Pierre 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
8		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 21(14): 3138-3145 (2005)
7		Damien Ernst, Pierre Geurts, Louis Wehenkel: Tree-Based Batch Mode Reinforcement Learning. Journal of Machine Learning Research 6: 503-556 (2005)
	2004
6		Pierre Geurts, Ibtissam El Khayat, Guy Leduc: A Machine Learning Approach to Improve Congestion Control over Wireless Computer Networks. ICDM 2004: 383-386
	2003
5		Damien Ernst, Pierre Geurts, Louis Wehenkel: Iteratively Extending Time Horizon Reinforcement Learning. ECML 2003: 96-107
	2001
4		Pierre Geurts: Pattern Extraction for Time Series Classification. PKDD 2001: 115-127
	2000
3		Pierre Geurts, Louis Wehenkel: Investigation and Reduction of Discretization Variance in Decision Tree Induction. ECML 2000: 162-170
2		Pierre Geurts: Some Enhencements of Decision Tree Bagging. PKDD 2000: 136-147
1		Pierre Geurts, Louis Wehenkel: Temporal Machine Learning for Switching Control. PKDD 2000: 401-408

Coauthor Index

1	Alberto Del Angel	[20]
2	François Cantin	[26]
3	Antia Blanco Cuesta	[15]
4	Marie Dumont	[25]
5	Marie Dutreix	[22]
6	Damien Ernst	[5] [7] [16] [20]
7	Marianne Fillet	[8]
8	Mevludin Glavic	[20]
9	Bamba Gueye	[26]
10	Mohamed Ali Kâafar	[26]
11	Ibtissam El Khayat	[6] [11] [17] [21]
12	Guy Leduc	[6] [11] [17] [21] [26]
13	Yongjun Liao	[26]
14	Michel Malaise	[8]
15	Raphaël Marée	[13] [14] [24] [25]
16	Marie-Paule Merville	[8]
17	Marie-Alice Meuwis	[8]
18	Justus H. Piater	[13] [14]
19	Minh Quach	[19]
20	Dominique de Seny	[8]
21	Nizar Touleimat	[22]
22	Louis Wehenkel	[1] [3] [5] [7] [8] [10] [12] [13] [14] [15] [16] [18] [20] [23] [24] [25]
23	Florence d'Alché-Buc	[18] [22] [23]

Colors in the list of coauthors