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Louis Wehenkel Vis

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*2009
28EESourour Ammar, Philippe Leray, Boris Defourny, Louis Wehenkel: Probability Density Estimation by Perturbing and Combining Tree Structured Markov Networks. ECSQARU 2009: 156-167
27EEBoris Defourny, Damien Ernst, Louis Wehenkel: Bounds for Multistage Stochastic Programs Using Supervised Learning Strategies. SAGA 2009: 61-73
26 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
2008
25EEBoris Defourny, Damien Ernst, Louis Wehenkel: Lazy Planning under Uncertainty by Optimizing Decisions on an Ensemble of Incomplete Disturbance Trees. EWRL 2008: 1-14
24EEVincent Auvray, Louis Wehenkel: Learning Inclusion-Optimal Chordal Graphs. UAI 2008: 18-25
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
21EEAlberto 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
20EEPierre Geurts, Louis Wehenkel, Florence d'Alché-Buc: Kernelizing the output of tree-based methods. ICML 2006: 345-352
19EEDamien Ernst, Raphaël Marée, Louis Wehenkel: Reinforcement Learning with Raw Image Pixels as Input State. IWICPAS 2006: 446-454
18EEPierre Geurts, Damien Ernst, Louis Wehenkel: Extremely randomized trees. Machine Learning 63(1): 3-42 (2006)
2005
17 Pierre Geurts, Antia Blanco Cuesta, Louis Wehenkel: Segment and Combine Approach for Biological Sequence Classification. CIBCB 2005: 194-201
16EERaphaël Marée, Pierre Geurts, Justus H. Piater, Louis Wehenkel: Biomedical Image Classification with Random Subwindows and Decision Trees. CVBIA 2005: 220-229
15EERaphaël Marée, Pierre Geurts, Justus H. Piater, Louis Wehenkel: Random Subwindows for Robust Image Classification. CVPR (1) 2005: 34-40
14EEPierre Geurts, Louis Wehenkel: Closed-form dual perturb and combine for tree-based models. ICML 2005: 233-240
13EEPierre Geurts, Louis Wehenkel: Segment and Combine Approach for Non-parametric Time-Series Classification. PKDD 2005: 478-485
12EEPierre 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)
11EEDamien Ernst, Pierre Geurts, Louis Wehenkel: Tree-Based Batch Mode Reinforcement Learning. Journal of Machine Learning Research 6: 503-556 (2005)
2004
10 Vincent Auvray, Ian Dobson, Louis Wehenkel: Modifying eigenvalue interactions near weak resonance. ISCAS (5) 2004: 992-995
2003
9EEDamien Ernst, Pierre Geurts, Louis Wehenkel: Iteratively Extending Time Horizon Reinforcement Learning. ECML 2003: 96-107
8EECristina Olaru, Louis Wehenkel: A complete fuzzy decision tree technique. Fuzzy Sets and Systems 138(2): 221-254 (2003)
7EECristina Olaru, Louis Wehenkel: Erratum to "A complete fuzzy decision tree technique": [Fuzzy Sets and Systems 138 (2003) 221-254]. Fuzzy Sets and Systems 140(3): 563-565 (2003)
2002
6 Vincent Auvray, Louis Wehenkel: On the Construction of the Inclusion Boundary Neighbourhood for Markov Equivalence Classes of Bayesian Network Structures. UAI 2002: 26-35
2000
5EEPierre Geurts, Louis Wehenkel: Investigation and Reduction of Discretization Variance in Decision Tree Induction. ECML 2000: 162-170
4EEPierre Geurts, Louis Wehenkel: Temporal Machine Learning for Switching Control. PKDD 2000: 401-408
3EEChristophe Druet, Damien Ernst, Louis Wehenkel: Application of Reinforcement Learning to Electrical Power System Closed-Loop Emergency Control. PKDD 2000: 86-95
1998
2 Isabelle Houben, Louis Wehenkel: Distance Rejection in the Context of Electric Power System Security Assessment Based on Automatic Learning. SSPR/SPR 1998: 756-764
1997
1 Louis Wehenkel: Machine-Learning Approaches to Power-System Security Assessment. IEEE Expert 12(5): 60-72 (1997)

Coauthor Index

1Sourour Ammar [28]
2Alberto Del Angel [21]
3Vincent Auvray [6] [10] [24]
4Antia Blanco Cuesta [17]
5Boris Defourny [25] [27] [28]
6Ian Dobson [10]
7Christophe Druet [3]
8Marie Dumont [26]
9Damien Ernst [3] [9] [11] [18] [19] [21] [25] [27]
10Marianne Fillet [12]
11Pierre Geurts [4] [5] [9] [11] [12] [13] [14] [15] [16] [17] [18] [20] [21] [22] [23] [26]
12Mevludin Glavic [21]
13Isabelle Houben [2]
14Philippe Leray [28]
15Michel Malaise [12]
16Raphaël Marée [15] [16] [19] [23] [26]
17Marie-Paule Merville [12]
18Marie-Alice Meuwis [12]
19Cristina Olaru [7] [8]
20Justus H. Piater [15] [16]
21Dominique de Seny [12]
22Florence d'Alché-Buc [20] [22]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)