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David M. J. Tax Vis

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*2009
44EEMarco Loog, Yan Li, David M. J. Tax: Maximum Membership Scale Selection. MCS 2009: 468-477
43EEDavid M. J. Tax, Marco Loog, Robert P. W. Duin: Optimal Mean-Precision Classifier. MCS 2009: 72-81
42EEPiotr Juszczak, David M. J. Tax, Elzbieta Pekalska, Robert P. W. Duin: Minimum spanning tree based one-class classifier. Neurocomputing 72(7-9): 1859-1869 (2009)
41EEManuele Bicego, Elzbieta Pekalska, David M. J. Tax, Robert P. W. Duin: Component-based discriminative classification for hidden Markov models. Pattern Recognition 42(11): 2637-2648 (2009)
40EEYulia Arzhaeva, David M. J. Tax, Bram van Ginneken: Dissimilarity-based classification in the absence of local ground truth: Application to the diagnostic interpretation of chest radiographs. Pattern Recognition 42(9): 1768-1776 (2009)
2008
39EEPaolo Simeone, David M. J. Tax, Robert P. W. Duin, Francesco Tortorella: A Fast Approach to Improve Classification Performance of ECOC Classification Systems. SSPR/SPR 2008: 459-468
38EEDavid M. J. Tax, Robert P. W. Duin: Learning Curves for the Analysis of Multiple Instance Classifiers. SSPR/SPR 2008: 724-733
37EESergio Escalera, David M. J. Tax, Oriol Pujol, Petia Radeva, Robert P. W. Duin: Subclass Problem-Dependent Design for Error-Correcting Output Codes. IEEE Trans. Pattern Anal. Mach. Intell. 30(6): 1041-1054 (2008)
36EEDavid M. J. Tax, Robert P. W. Duin: Growing a multi-class classifier with a reject option. Pattern Recognition Letters 29(10): 1565-1570 (2008)
2006
35EEYulia Arzhaeva, Bram van Ginneken, David M. J. Tax: Image Classification from Generalized Image Distance Features: Application to Detection of Interstitial Disease in Chest Radiographs. ICPR (1) 2006: 367-370
34EEPiotr Juszczak, David M. J. Tax, Serguei Verzakov, Robert P. W. Duin: Domain Based LDA and QDA. ICPR (2) 2006: 788-791
33EEDavid M. J. Tax, Robert P. W. Duin: Linear model combining by optimizing the Area under the ROC curve. ICPR (4) 2006: 119-122
32EEDavid M. J. Tax, Piotr Juszczak, Elzbieta Pekalska, Robert P. W. Duin: Outlier Detection Using Ball Descriptions with Adjustable Metric. SSPR/SPR 2006: 587-595
31EEStefan Harmeling, Guido Dornhege, David M. J. Tax, Frank C. Meinecke, Klaus-Robert Müller: From outliers to prototypes: Ordering data. Neurocomputing 69(13-15): 1608-1618 (2006)
30EEThomas Landgrebe, David M. J. Tax, Pavel Paclík, Robert P. W. Duin: The interaction between classification and reject performance for distance-based reject-option classifiers. Pattern Recognition Letters 27(8): 908-917 (2006)
2005
29 David M. J. Tax, Cor J. Veenman: Turning the hyperparameter of an AUC-optimized classifier. BNAIC 2005: 224-231
28EECor J. Veenman, David M. J. Tax: A Weighted Nearest Mean Classifier for Sparse Subspaces. CVPR (2) 2005: 1171-1176
27EEPavel Paclík, Thomas Landgrebe, David M. J. Tax, Robert P. W. Duin: On Deriving the Second-Stage Training Set for Trainable Combiners. Multiple Classifier Systems 2005: 136-146
26EEThomas Landgrebe, Pavel Paclík, David M. J. Tax, Robert P. W. Duin: Optimising Two-Stage Recognition Systems. Multiple Classifier Systems 2005: 206-215
25EECor J. Veenman, David M. J. Tax: LESS: A Model-Based Classifier for Sparse Subspaces. IEEE Trans. Pattern Anal. Mach. Intell. 27(9): 1496-1500 (2005)
2004
24EEQingHua Wang, Luís Seabra Lopes, David M. J. Tax: Visual Object Recognition Through One-Class Learning. ICIAR (1) 2004: 463-470
23EERobert P. W. Duin, Elzbieta Pekalska, David M. J. Tax: The Characterization of Classification Problems by Classifier Disagreements. ICPR (1) 2004: 140-143
22EEDavid M. J. Tax, Klaus-Robert Müller: A Consistency-Based Model Selection for One-Class Classification. ICPR (3) 2004: 363-366
21EEThomas Landgrebe, Pavel Paclík, David M. J. Tax, Serguei Verzakov, Robert P. W. Duin: Cost-Based Classifier Evaluation for Imbalanced Problems. SSPR/SPR 2004: 762-770
20EECarmen Lai, David M. J. Tax, Robert P. W. Duin, Elzbieta Pekalska, Pavel Paclík: A Study On Combining Image Representations For Image Classification And Retrieval. IJPRAI 18(5): 867-890 (2004)
19EEDavid M. J. Tax, Robert P. W. Duin: Support Vector Data Description. Machine Learning 54(1): 45-66 (2004)
2003
18EEDavid M. J. Tax, Klaus-Robert Müller: Feature Extraction for One-Class Classification. ICANN 2003: 342-349
17EEDavid M. J. Tax, Piotr Juszczak: Kernel Whitening for One-Class Classification. IJPRAI 17(3): 333-347 (2003)
2002
16EEDavid M. J. Tax, Robert P. W. Duin: Using Two-Class Classifiers for Multiclass Classification. ICPR (2) 2002: 124-127
15EECarmen Lai, David M. J. Tax, Robert P. W. Duin, Elzbieta Pekalska, Pavel Paclík: On Combining One-Class Classifiers for Image Database Retrieval. Multiple Classifier Systems 2002: 212-221
14EEElzbieta Pekalska, David M. J. Tax, Robert P. W. Duin: One-Class LP Classifiers for Dissimilarity Representations. NIPS 2002: 761-768
13EEDavid M. J. Tax, Piotr Juszczak: Kernel Whitening for One-Class Classification. SVM 2002: 40-52
2001
12EEDavid M. J. Tax, Robert P. W. Duin: Combining One-Class Classifiers. Multiple Classifier Systems 2001: 299-308
11EEDavid M. J. Tax, Robert P. W. Duin: Uniform Object Generation for Optimizing One-class Classifiers. Journal of Machine Learning Research 2: 155-173 (2001)
2000
10EEDavid M. J. Tax, Robert P. W. Duin: Data Description in Subspaces. ICPR 2000: 2672-2675
9EERobert P. W. Duin, David M. J. Tax: Experiments with Classifier Combining Rules. Multiple Classifier Systems 2000: 16-29
8EEDavid M. J. Tax, Martijn van Breukelen, Robert P. W. Duin, Josef Kittler: Combining multiple classifiers by averaging or by multiplying? Pattern Recognition 33(9): 1475-1485 (2000)
1999
7EEDavid M. J. Tax, Robert P. W. Duin: Data domain description using support vectors. ESANN 1999: 251-256
6EEDavid M. J. Tax, Alexander Ypma, Robert P. W. Duin: Pump Failure Detection Using Support Vector Data Descriptions. IDA 1999: 415-426
5EEDavid M. J. Tax, Robert P. W. Duin: Support vector domain description. Pattern Recognition Letters 20(11-13): 1191-1199 (1999)
1998
4 David M. J. Tax, Robert P. W. Duin: Outlier Detection Using Classifier Instability. SSPR/SPR 1998: 593-601
3 Robert P. W. Duin, David M. J. Tax: Classifier Conditional Posterior Probabilities. SSPR/SPR 1998: 611-619
1997
2EERobert P. W. Duin, Dick de Ridder, David M. J. Tax: Experiments with a featureless approach to pattern recognition. Pattern Recognition Letters 18(11-13): 1159-1166 (1997)
1996
1 David M. J. Tax, Hilbert J. Kappen: Learning Structure with Many-Take-All Networks. ICANN 1996: 95-100

Coauthor Index

1Yulia Arzhaeva [35] [40]
2Manuele Bicego [41]
3Martijn van Breukelen [8]
4Guido Dornhege [31]
5Robert P. W. Duin [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [14] [15] [16] [19] [20] [21] [23] [26] [27] [30] [32] [33] [34] [36] [37] [38] [39] [41] [42] [43]
6Sergio Escalera [37]
7Bram van Ginneken [35] [40]
8Stefan Harmeling [31]
9Piotr Juszczak [13] [17] [32] [34] [42]
10Hilbert J. Kappen [1]
11Josef Kittler [8]
12Carmen Lai [15] [20]
13Thomas Landgrebe [21] [26] [27] [30]
14Yan Li [44]
15Marco Loog [43] [44]
16Luís Seabra Lopes [24]
17Frank C. Meinecke [31]
18Klaus-Robert Müller [18] [22] [31]
19Pavel Paclík [15] [20] [21] [26] [27] [30]
20Elzbieta Pekalska [14] [15] [20] [23] [32] [41] [42]
21Oriol Pujol [37]
22Petia Radeva (Petia Radeva Ivanova) [37]
23Dick de Ridder [2]
24Paolo Simeone [39]
25Francesco Tortorella [39]
26Cor J. Veenman [25] [28] [29]
27Serguei Verzakov [21] [34]
28QingHua Wang [24]
29Alexander Ypma [6]

Colors in the list of coauthors

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