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David M. J. Tax: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. David M. J. Tax, Cor J. Veenman
    Turning the hyperparameter of an AUC-optimized classifier. [Citation Graph (0, 0)][DBLP]
    BNAIC, 2005, pp:224-231 [Conf]
  2. Cor J. Veenman, David M. J. Tax
    A Weighted Nearest Mean Classifier for Sparse Subspaces. [Citation Graph (0, 0)][DBLP]
    CVPR (2), 2005, pp:1171-1176 [Conf]
  3. David M. J. Tax, Robert P. W. Duin
    Data domain description using support vectors. [Citation Graph (0, 0)][DBLP]
    ESANN, 1999, pp:251-256 [Conf]
  4. David M. J. Tax, Hilbert J. Kappen
    Learning Structure with Many-Take-All Networks. [Citation Graph (0, 0)][DBLP]
    ICANN, 1996, pp:95-100 [Conf]
  5. David M. J. Tax, Klaus-Robert Müller
    Feature Extraction for One-Class Classification. [Citation Graph (0, 0)][DBLP]
    ICANN, 2003, pp:342-349 [Conf]
  6. Qinghua Wang, Luís Seabra Lopes, David M. J. Tax
    Visual Object Recognition Through One-Class Learning. [Citation Graph (0, 0)][DBLP]
    ICIAR (1), 2004, pp:463-470 [Conf]
  7. Yulia Arzhaeva, Bram van Ginneken, David Tax
    Image Classification from Generalized Image Distance Features: Application to Detection of Interstitial Disease in Chest Radiographs. [Citation Graph (0, 0)][DBLP]
    ICPR (1), 2006, pp:367-370 [Conf]
  8. Robert P. W. Duin, Elzbieta Pekalska, David M. J. Tax
    The Characterization of Classification Problems by Classifier Disagreements. [Citation Graph (0, 0)][DBLP]
    ICPR (1), 2004, pp:140-143 [Conf]
  9. Piotr Juszczak, David M. J. Tax, Serguei Verzakov, Robert P. W. Duin
    Domain Based LDA and QDA. [Citation Graph (0, 0)][DBLP]
    ICPR (2), 2006, pp:788-791 [Conf]
  10. David M. J. Tax, Robert P. W. Duin
    Data Description in Subspaces. [Citation Graph (0, 0)][DBLP]
    ICPR, 2000, pp:2672-2675 [Conf]
  11. David M. J. Tax, Robert P. W. Duin
    Using Two-Class Classifiers for Multiclass Classification. [Citation Graph (0, 0)][DBLP]
    ICPR (2), 2002, pp:124-127 [Conf]
  12. David M. J. Tax, Robert P. W. Duin
    Linear model combining by optimizing the Area under the ROC curve. [Citation Graph (0, 0)][DBLP]
    ICPR (4), 2006, pp:119-122 [Conf]
  13. David M. J. Tax, Klaus-Robert Müller
    A Consistency-Based Model Selection for One-Class Classification. [Citation Graph (0, 0)][DBLP]
    ICPR (3), 2004, pp:363-366 [Conf]
  14. David M. J. Tax, Alexander Ypma, Robert P. W. Duin
    Pump Failure Detection Using Support Vector Data Descriptions. [Citation Graph (0, 0)][DBLP]
    IDA, 1999, pp:415-426 [Conf]
  15. Carmen Lai, David M. J. Tax, Robert P. W. Duin, Elzbieta Pekalska, Pavel Paclík
    On Combining One-Class Classifiers for Image Database Retrieval. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2002, pp:212-221 [Conf]
  16. Thomas Landgrebe, Pavel Paclík, David M. J. Tax, Robert P. W. Duin
    Optimising Two-Stage Recognition Systems. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2005, pp:206-215 [Conf]
  17. Robert P. W. Duin, David M. J. Tax
    Experiments with Classifier Combining Rules. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2000, pp:16-29 [Conf]
  18. Pavel Paclík, Thomas Landgrebe, David M. J. Tax, Robert P. W. Duin
    On Deriving the Second-Stage Training Set for Trainable Combiners. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2005, pp:136-146 [Conf]
  19. David M. J. Tax, Robert P. W. Duin
    Combining One-Class Classifiers. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2001, pp:299-308 [Conf]
  20. Elzbieta Pekalska, David M. J. Tax, Robert P. W. Duin
    One-Class LP Classifiers for Dissimilarity Representations. [Citation Graph (0, 0)][DBLP]
    NIPS, 2002, pp:761-768 [Conf]
  21. Robert P. W. Duin, David M. J. Tax
    Classifier Conditional Posterior Probabilities. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 1998, pp:611-619 [Conf]
  22. Thomas Landgrebe, Pavel Paclík, David M. J. Tax, Serguei Verzakov, Robert P. W. Duin
    Cost-Based Classifier Evaluation for Imbalanced Problems. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 2004, pp:762-770 [Conf]
  23. David M. J. Tax, Robert P. W. Duin
    Outlier Detection Using Classifier Instability. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 1998, pp:593-601 [Conf]
  24. David M. J. Tax, Piotr Juszczak, Elzbieta Pekalska, Robert P. W. Duin
    Outlier Detection Using Ball Descriptions with Adjustable Metric. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 2006, pp:587-595 [Conf]
  25. David M. J. Tax, Piotr Juszczak
    Kernel Whitening for One-Class Classification. [Citation Graph (0, 0)][DBLP]
    SVM, 2002, pp:40-52 [Conf]
  26. Carmen Lai, David M. J. Tax, Robert P. W. Duin, Elzbieta Pekalska, Pavel Paclík
    A Study On Combining Image Representations For Image Classification And Retrieval. [Citation Graph (0, 0)][DBLP]
    IJPRAI, 2004, v:18, n:5, pp:867-890 [Journal]
  27. David M. J. Tax, Piotr Juszczak
    Kernel Whitening for One-Class Classification. [Citation Graph (0, 0)][DBLP]
    IJPRAI, 2003, v:17, n:3, pp:333-347 [Journal]
  28. David M. J. Tax, Robert P. W. Duin
    Uniform Object Generation for Optimizing One-class Classifiers. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2001, v:2, n:, pp:155-173 [Journal]
  29. David M. J. Tax, Robert P. W. Duin
    Support Vector Data Description. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2004, v:54, n:1, pp:45-66 [Journal]
  30. Cor J. Veenman, David M. J. Tax
    LESS: A Model-Based Classifier for Sparse Subspaces. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2005, v:27, n:9, pp:1496-1500 [Journal]
  31. David M. J. Tax, Martijn van Breukelen, Robert P. W. Duin, Josef Kittler
    Combining multiple classifiers by averaging or by multiplying? [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2000, v:33, n:9, pp:1475-1485 [Journal]
  32. Robert P. W. Duin, Dick de Ridder, David M. J. Tax
    Experiments with a featureless approach to pattern recognition. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 1997, v:18, n:11-13, pp:1159-1166 [Journal]
  33. Thomas Landgrebe, David M. J. Tax, Pavel Paclík, Robert P. W. Duin
    The interaction between classification and reject performance for distance-based reject-option classifiers. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2006, v:27, n:8, pp:908-917 [Journal]
  34. David M. J. Tax, Robert P. W. Duin
    Support vector domain description. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 1999, v:20, n:11-13, pp:1191-1199 [Journal]

  35. Maximum Membership Scale Selection. [Citation Graph (, )][DBLP]


  36. Optimal Mean-Precision Classifier. [Citation Graph (, )][DBLP]


  37. A Fast Approach to Improve Classification Performance of ECOC Classification Systems. [Citation Graph (, )][DBLP]


  38. Learning Curves for the Analysis of Multiple Instance Classifiers. [Citation Graph (, )][DBLP]


  39. Dissimilarity-Based Multiple Instance Learning. [Citation Graph (, )][DBLP]


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