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Pierre Geurts: [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. Minh Quach, Pierre Geurts
    Elucidating the structure of genetic regulatory networks: a study of a second order dynamical model on artificial data. [Citation Graph (0, 0)][DBLP]
    ESANN, 2006, pp:569-574 [Conf]
  7. Pierre Geurts, Ibtissam El Khayat, Guy Leduc
    A Machine Learning Approach to Improve Congestion Control over Wireless Computer Networks. [Citation Graph (0, 0)][DBLP]
    ICDM, 2004, pp:383-386 [Conf]
  8. 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]
  9. 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]
  10. Ibtissam El Khayat, Pierre Geurts, Guy Leduc
    Improving TCP in Wireless Networks with an Adaptive Machine-Learnt Classifier of Packet Loss Causes. [Citation Graph (0, 0)][DBLP]
    NETWORKING, 2005, pp:549-560 [Conf]
  11. Ibtissam El Khayat, Pierre Geurts, Guy Leduc
    On the Accuracy of Analytical Models of TCP Throughput. [Citation Graph (0, 0)][DBLP]
    Networking, 2006, pp:488-500 [Conf]
  12. Pierre Geurts
    Some Enhencements of Decision Tree Bagging. [Citation Graph (0, 0)][DBLP]
    PKDD, 2000, pp:136-147 [Conf]
  13. Pierre Geurts
    Pattern Extraction for Time Series Classification. [Citation Graph (0, 0)][DBLP]
    PKDD, 2001, pp:115-127 [Conf]
  14. Pierre Geurts, Louis Wehenkel
    Temporal Machine Learning for Switching Control. [Citation Graph (0, 0)][DBLP]
    PKDD, 2000, pp:401-408 [Conf]
  15. 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]
  16. 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]
  17. 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]
  18. 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]
  19. 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]
  20. 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]
  21. Ibtissam El Khayat, Pierre Geurts, Guy Leduc
    Machine-learnt versus analytical models of TCP throughput. [Citation Graph (0, 0)][DBLP]
    Computer Networks, 2007, v:51, n:10, pp:2631-2644 [Journal]
  22. 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]

  23. Biomedical Imaging Modality Classification Using Bags of Visual and Textual Terms with Extremely Randomized Trees: Report of ImageCLEF 2010 Experiments. [Citation Graph (, )][DBLP]


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


  25. Detecting Triangle Inequality Violations in Internet Coordinate Systems by Supervised Learning. [Citation Graph (, )][DBLP]


  26. Network Distance Prediction Based on Decentralized Matrix Factorization. [Citation Graph (, )][DBLP]


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


  28. Inferring biological networks with output kernel trees. [Citation Graph (, )][DBLP]


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