2009 |
24 | EE | 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 |
2007 |
23 | EE | Raphaël Marée,
Pierre Geurts,
Louis Wehenkel:
Content-Based Image Retrieval by Indexing Random Subwindows with Randomized Trees.
ACCV (2) 2007: 611-620 |
22 | EE | Pierre Geurts,
Louis Wehenkel,
Florence d'Alché-Buc:
Gradient boosting for kernelized output spaces.
ICML 2007: 289-296 |
21 | EE | Ibtissam El Khayat,
Pierre Geurts,
Guy Leduc:
Machine-learnt versus analytical models of TCP throughput.
Computer Networks 51(10): 2631-2644 (2007) |
20 | EE | 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 | EE | 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 | EE | Pierre Geurts,
Louis Wehenkel,
Florence d'Alché-Buc:
Kernelizing the output of tree-based methods.
ICML 2006: 345-352 |
17 | EE | Ibtissam El Khayat,
Pierre Geurts,
Guy Leduc:
On the Accuracy of Analytical Models of TCP Throughput.
Networking 2006: 488-500 |
16 | EE | 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 | EE | Raphaël Marée,
Pierre Geurts,
Justus H. Piater,
Louis Wehenkel:
Biomedical Image Classification with Random Subwindows and Decision Trees.
CVBIA 2005: 220-229 |
13 | EE | Raphaël Marée,
Pierre Geurts,
Justus H. Piater,
Louis Wehenkel:
Random Subwindows for Robust Image Classification.
CVPR (1) 2005: 34-40 |
12 | EE | Pierre Geurts,
Louis Wehenkel:
Closed-form dual perturb and combine for tree-based models.
ICML 2005: 233-240 |
11 | EE | 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 | EE | 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 | EE | 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 | EE | Damien Ernst,
Pierre Geurts,
Louis Wehenkel:
Tree-Based Batch Mode Reinforcement Learning.
Journal of Machine Learning Research 6: 503-556 (2005) |
2004 |
6 | EE | 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 | EE | Damien Ernst,
Pierre Geurts,
Louis Wehenkel:
Iteratively Extending Time Horizon Reinforcement Learning.
ECML 2003: 96-107 |
2001 |
4 | EE | Pierre Geurts:
Pattern Extraction for Time Series Classification.
PKDD 2001: 115-127 |
2000 |
3 | EE | Pierre Geurts,
Louis Wehenkel:
Investigation and Reduction of Discretization Variance in Decision Tree Induction.
ECML 2000: 162-170 |
2 | EE | Pierre Geurts:
Some Enhencements of Decision Tree Bagging.
PKDD 2000: 136-147 |
1 | EE | Pierre Geurts,
Louis Wehenkel:
Temporal Machine Learning for Switching Control.
PKDD 2000: 401-408 |