David M. J. Tax

	2009
44		Marco Loog, Yan Li, David M. J. Tax: Maximum Membership Scale Selection. MCS 2009: 468-477
43		David M. J. Tax, Marco Loog, Robert P. W. Duin: Optimal Mean-Precision Classifier. MCS 2009: 72-81
42		Piotr 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)
41		Manuele 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)
40		Yulia 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
39		Paolo 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
38		David M. J. Tax, Robert P. W. Duin: Learning Curves for the Analysis of Multiple Instance Classifiers. SSPR/SPR 2008: 724-733
37		Sergio 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)
36		David 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
35		Yulia 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
34		Piotr Juszczak, David M. J. Tax, Serguei Verzakov, Robert P. W. Duin: Domain Based LDA and QDA. ICPR (2) 2006: 788-791
33		David M. J. Tax, Robert P. W. Duin: Linear model combining by optimizing the Area under the ROC curve. ICPR (4) 2006: 119-122
32		David M. J. Tax, Piotr Juszczak, Elzbieta Pekalska, Robert P. W. Duin: Outlier Detection Using Ball Descriptions with Adjustable Metric. SSPR/SPR 2006: 587-595
31		Stefan 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)
30		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. 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
28		Cor J. Veenman, David M. J. Tax: A Weighted Nearest Mean Classifier for Sparse Subspaces. CVPR (2) 2005: 1171-1176
27		Pavel 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
26		Thomas Landgrebe, Pavel Paclík, David M. J. Tax, Robert P. W. Duin: Optimising Two-Stage Recognition Systems. Multiple Classifier Systems 2005: 206-215
25		Cor 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
24		QingHua Wang, Luís Seabra Lopes, David M. J. Tax: Visual Object Recognition Through One-Class Learning. ICIAR (1) 2004: 463-470
23		Robert P. W. Duin, Elzbieta Pekalska, David M. J. Tax: The Characterization of Classification Problems by Classifier Disagreements. ICPR (1) 2004: 140-143
22		David M. J. Tax, Klaus-Robert Müller: A Consistency-Based Model Selection for One-Class Classification. ICPR (3) 2004: 363-366
21		Thomas 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
20		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. IJPRAI 18(5): 867-890 (2004)
19		David M. J. Tax, Robert P. W. Duin: Support Vector Data Description. Machine Learning 54(1): 45-66 (2004)
	2003
18		David M. J. Tax, Klaus-Robert Müller: Feature Extraction for One-Class Classification. ICANN 2003: 342-349
17		David M. J. Tax, Piotr Juszczak: Kernel Whitening for One-Class Classification. IJPRAI 17(3): 333-347 (2003)
	2002
16		David M. J. Tax, Robert P. W. Duin: Using Two-Class Classifiers for Multiclass Classification. ICPR (2) 2002: 124-127
15		Carmen 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
14		Elzbieta Pekalska, David M. J. Tax, Robert P. W. Duin: One-Class LP Classifiers for Dissimilarity Representations. NIPS 2002: 761-768
13		David M. J. Tax, Piotr Juszczak: Kernel Whitening for One-Class Classification. SVM 2002: 40-52
	2001
12		David M. J. Tax, Robert P. W. Duin: Combining One-Class Classifiers. Multiple Classifier Systems 2001: 299-308
11		David 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
10		David M. J. Tax, Robert P. W. Duin: Data Description in Subspaces. ICPR 2000: 2672-2675
9		Robert P. W. Duin, David M. J. Tax: Experiments with Classifier Combining Rules. Multiple Classifier Systems 2000: 16-29
8		David 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
7		David M. J. Tax, Robert P. W. Duin: Data domain description using support vectors. ESANN 1999: 251-256
6		David M. J. Tax, Alexander Ypma, Robert P. W. Duin: Pump Failure Detection Using Support Vector Data Descriptions. IDA 1999: 415-426
5		David 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
2		Robert 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

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

Colors in the list of coauthors