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Louis Wehenkel: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Pierre Geurts, Antia Blanco Cuesta, Louis Wehenkel
    Segment and Combine Approach for Biological Sequence Classification. [Citation Graph (0, 0)][DBLP]
    CIBCB, 2005, pp:194-201 [Conf]
  2. Raphaël Marée, Pierre Geurts, Justus H. Piater, Louis Wehenkel
    Biomedical Image Classification with Random Subwindows and Decision Trees. [Citation Graph (0, 0)][DBLP]
    CVBIA, 2005, pp:220-229 [Conf]
  3. Raphaël Marée, Pierre Geurts, Justus H. Piater, Louis Wehenkel
    Random Subwindows for Robust Image Classification. [Citation Graph (0, 0)][DBLP]
    CVPR (1), 2005, pp:34-40 [Conf]
  4. Damien Ernst, Pierre Geurts, Louis Wehenkel
    Iteratively Extending Time Horizon Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
    ECML, 2003, pp:96-107 [Conf]
  5. Pierre Geurts, Louis Wehenkel
    Investigation and Reduction of Discretization Variance in Decision Tree Induction. [Citation Graph (0, 0)][DBLP]
    ECML, 2000, pp:162-170 [Conf]
  6. Pierre Geurts, Louis Wehenkel
    Closed-form dual perturb and combine for tree-based models. [Citation Graph (0, 0)][DBLP]
    ICML, 2005, pp:233-240 [Conf]
  7. Pierre Geurts, Louis Wehenkel, Florence d'Alché-Buc
    Kernelizing the output of tree-based methods. [Citation Graph (0, 0)][DBLP]
    ICML, 2006, pp:345-352 [Conf]
  8. Vincent Auvray, Ian Dobson, Louis Wehenkel
    Modifying eigenvalue interactions near weak resonance. [Citation Graph (0, 0)][DBLP]
    ISCAS (5), 2004, pp:992-995 [Conf]
  9. Christophe Druet, Damien Ernst, Louis Wehenkel
    Application of Reinforcement Learning to Electrical Power System Closed-Loop Emergency Control. [Citation Graph (0, 0)][DBLP]
    PKDD, 2000, pp:86-95 [Conf]
  10. Pierre Geurts, Louis Wehenkel
    Temporal Machine Learning for Switching Control. [Citation Graph (0, 0)][DBLP]
    PKDD, 2000, pp:401-408 [Conf]
  11. Pierre Geurts, Louis Wehenkel
    Segment and Combine Approach for Non-parametric Time-Series Classification. [Citation Graph (0, 0)][DBLP]
    PKDD, 2005, pp:478-485 [Conf]
  12. Isabelle Houben, Louis Wehenkel
    Distance Rejection in the Context of Electric Power System Security Assessment Based on Automatic Learning. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 1998, pp:756-764 [Conf]
  13. Vincent Auvray, Louis Wehenkel
    On the Construction of the Inclusion Boundary Neighbourhood for Markov Equivalence Classes of Bayesian Network Structures. [Citation Graph (0, 0)][DBLP]
    UAI, 2002, pp:26-35 [Conf]
  14. Damien Ernst, Raphaël Marée, Louis Wehenkel
    Reinforcement Learning with Raw Image Pixels as Input State. [Citation Graph (0, 0)][DBLP]
    IWICPAS, 2006, pp:446-454 [Conf]
  15. 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. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2005, v:21, n:14, pp:3138-3145 [Journal]
  16. Louis Wehenkel
    Machine-Learning Approaches to Power-System Security Assessment. [Citation Graph (0, 0)][DBLP]
    IEEE Expert, 1997, v:12, n:5, pp:60-72 [Journal]
  17. Cristina Olaru, Louis Wehenkel
    A complete fuzzy decision tree technique. [Citation Graph (0, 0)][DBLP]
    Fuzzy Sets and Systems, 2003, v:138, n:2, pp:221-254 [Journal]
  18. Cristina Olaru, Louis Wehenkel
    Erratum to "A complete fuzzy decision tree technique": [Fuzzy Sets and Systems 138 (2003) 221-254]. [Citation Graph (0, 0)][DBLP]
    Fuzzy Sets and Systems, 2003, v:140, n:3, pp:563-565 [Journal]
  19. Damien Ernst, Pierre Geurts, Louis Wehenkel
    Tree-Based Batch Mode Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2005, v:6, n:, pp:503-556 [Journal]
  20. Pierre Geurts, Damien Ernst, Louis Wehenkel
    Extremely randomized trees. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2006, v:63, n:1, pp:3-42 [Journal]
  21. Raphaël Marée, Pierre Geurts, Louis Wehenkel
    Content-Based Image Retrieval by Indexing Random Subwindows with Randomized Trees. [Citation Graph (0, 0)][DBLP]
    ACCV (2), 2007, pp:611-620 [Conf]
  22. Pierre Geurts, Louis Wehenkel, Florence d'Alché-Buc
    Gradient boosting for kernelized output spaces. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:289-296 [Conf]
  23. 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. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2007, v:70, n:16-18, pp:2668-2678 [Journal]

  24. Probability Density Estimation by Perturbing and Combining Tree Structured Markov Networks. [Citation Graph (, )][DBLP]


  25. Incremental indexing and distributed image search using shared randomized vocabularies. [Citation Graph (, )][DBLP]


  26. Bounds for Multistage Stochastic Programs Using Supervised Learning Strategies. [Citation Graph (, )][DBLP]


  27. Learning Inclusion-Optimal Chordal Graphs. [Citation Graph (, )][DBLP]


  28. Fast Multi-class Image Annotation with Random Subwindows and Multiple Output Randomized Trees. [Citation Graph (, )][DBLP]


  29. Lazy Planning under Uncertainty by Optimizing Decisions on an Ensemble of Incomplete Disturbance Trees. [Citation Graph (, )][DBLP]


  30. A Cautious Approach to Generalization in Reinforcement Learning. [Citation Graph (, )][DBLP]


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