David M. J. Tax

2009
39	EE	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)
2008
38	EE	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
37	EE	David M. J. Tax, Robert P. W. Duin: Learning Curves for the Analysis of Multiple Instance Classifiers. SSPR/SPR 2008: 724-733
36	EE	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)
35	EE	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
34	EE	Piotr Juszczak, David M. J. Tax, Serguei Verzakov, Robert P. W. Duin: Domain Based LDA and QDA. ICPR (2) 2006: 788-791
33	EE	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	EE	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	EE	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	EE	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	EE	Cor J. Veenman, David M. J. Tax: A Weighted Nearest Mean Classifier for Sparse Subspaces. CVPR (2) 2005: 1171-1176
27	EE	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	EE	Thomas Landgrebe, Pavel Paclík, David M. J. Tax, Robert P. W. Duin: Optimising Two-Stage Recognition Systems. Multiple Classifier Systems 2005: 206-215
25	EE	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	EE	QingHua Wang, Luís Seabra Lopes, David M. J. Tax: Visual Object Recognition Through One-Class Learning. ICIAR (1) 2004: 463-470
23	EE	Robert P. W. Duin, Elzbieta Pekalska, David M. J. Tax: The Characterization of Classification Problems by Classifier Disagreements. ICPR (1) 2004: 140-143
22	EE	David M. J. Tax, Klaus-Robert Müller: A Consistency-Based Model Selection for One-Class Classification. ICPR (3) 2004: 363-366
21	EE	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	EE	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	EE	David M. J. Tax, Robert P. W. Duin: Support Vector Data Description. Machine Learning 54(1): 45-66 (2004)
2003
18	EE	David M. J. Tax, Klaus-Robert Müller: Feature Extraction for One-Class Classification. ICANN 2003: 342-349
17	EE	David M. J. Tax, Piotr Juszczak: Kernel Whitening for One-Class Classification. IJPRAI 17(3): 333-347 (2003)
2002
16	EE	David M. J. Tax, Robert P. W. Duin: Using Two-Class Classifiers for Multiclass Classification. ICPR (2) 2002: 124-127
15	EE	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	EE	Elzbieta Pekalska, David M. J. Tax, Robert P. W. Duin: One-Class LP Classifiers for Dissimilarity Representations. NIPS 2002: 761-768
13	EE	David M. J. Tax, Piotr Juszczak: Kernel Whitening for One-Class Classification. SVM 2002: 40-52
2001
12	EE	David M. J. Tax, Robert P. W. Duin: Combining One-Class Classifiers. Multiple Classifier Systems 2001: 299-308
11	EE	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	EE	David M. J. Tax, Robert P. W. Duin: Data Description in Subspaces. ICPR 2000: 2672-2675
9	EE	Robert P. W. Duin, David M. J. Tax: Experiments with Classifier Combining Rules. Multiple Classifier Systems 2000: 16-29
8	EE	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	EE	David M. J. Tax, Robert P. W. Duin: Data domain description using support vectors. ESANN 1999: 251-256
6	EE	David M. J. Tax, Alexander Ypma, Robert P. W. Duin: Pump Failure Detection Using Support Vector Data Descriptions. IDA 1999: 415-426
5	EE	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	EE	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	Martijn van Breukelen	[8]
2	Guido Dornhege	[31]
3	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] [35] [36] [37] [38] [39]
4	Sergio Escalera	[36]
5	Stefan Harmeling	[31]
6	Piotr Juszczak	[13] [17] [32] [34] [39]
7	Hilbert J. Kappen	[1]
8	Josef Kittler	[8]
9	Carmen Lai	[15] [20]
10	Thomas Landgrebe	[21] [26] [27] [30]
11	Luís Seabra Lopes	[24]
12	Frank C. Meinecke	[31]
13	Klaus-Robert Müller	[18] [22] [31]
14	Pavel Paclík	[15] [20] [21] [26] [27] [30]
15	Elzbieta Pekalska	[14] [15] [20] [23] [32] [39]
16	Oriol Pujol	[36]
17	Petia Radeva (Petia Radeva Ivanova)	[36]
18	Dick de Ridder	[2]
19	Paolo Simeone	[38]
20	Francesco Tortorella	[38]
21	Cor J. Veenman	[25] [28] [29]
22	Serguei Verzakov	[21] [34]
23	QingHua Wang	[24]
24	Alexander Ypma	[6]

Colors in the list of coauthors