David Tax
David Tax
Assistant professor, Delft University of Technology
Verified email at tudelft.nl
TitleCited byYear
Statistical pattern recognition: A review
AK Jain, RPW Duin, J Mao
IEEE Transactions on pattern analysis and machine intelligence 22 (1), 4-37, 2000
76372000
Support vector data description
DMJ Tax, RPW Duin
Machine learning 54 (1), 45-66, 2004
25482004
Support vector domain description
DMJ Tax, RPW Duin
Pattern recognition letters 20 (11-13), 1191-1199, 1999
16911999
One-class classification: Concept learning in the absence of counter-examples.
DMJ Tax
13482002
Classification, parameter estimation and state estimation: an engineering approach using MATLAB
F Van Der Heijden, RP Duin, D De Ridder, DMJ Tax
John Wiley & Sons, 2005
7482005
Prtools4. 1, a matlab toolbox for pattern recognition
RPW Duin, P Juszczak, P Paclik, E Pekalska, D De Ridder, DMJ Tax, ...
Delft University of technology 2600, 2007
6712007
Data domain description using support vectors.
DMJ Tax, RPW Duin
ESANN 99, 251-256, 1999
5451999
Making a science of model search: Hyperparameter optimization in hundreds of dimensions for vision architectures
J Bergstra, D Yamins, DD Cox
Jmlr, 2013
4932013
Combining multiple classifiers by averaging or by multiplying?
DMJ Tax, M Van Breukelen, RPW Duin, J Kittler
Pattern recognition 33 (9), 1475-1485, 2000
4772000
Improved algorithms for linear stochastic bandits
Y Abbasi-Yadkori, D Pál, C Szepesvári
Advances in Neural Information Processing Systems, 2312-2320, 2011
4632011
Uniform object generation for optimizing one-class classifiers
DMJ Tax, RPW Duin
Journal of machine learning research 2 (Dec), 155-173, 2001
3612001
Experiments with classifier combining rules
RPW Duin, DMJ Tax
International Workshop on Multiple Classifier Systems, 16-29, 2000
3562000
Statistical pattern recognition
RPW Duin, DMJ Tax
Handbook of Pattern Recognition and Computer Vision, 3-24, 2005
3412005
Using two-class classifiers for multiclass classification
DMJ Tax, RPW Duin
Object recognition supported by user interaction for service robots 2, 124-127, 2002
2752002
Prtools version 3.0: A matlab toolbox for pattern recognition
RPW Duin
Proc. of SPIE, 2000
219*2000
Combining one-class classifiers
DMJ Tax, RPW Duin
International Workshop on Multiple Classifier Systems, 299-308, 2001
2072001
Estimation of Rényi entropy and mutual information based on generalized nearest-neighbor graphs
D Pál, B Póczos, C Szepesvári
Advances in Neural Information Processing Systems, 1849-1857, 2010
1332010
Online SVM learning: from classification to data description and back
DMJ Tax, P Laskov
2003 IEEE XIII Workshop on Neural Networks for Signal Processing (IEEE Cat …, 2003
1332003
Ddtools, the data description toolbox for matlab
DMJ Tax
Delft University of Technology ed, 2005
1252005
Support vector data description applied to machine vibration analysis
D Tax, A Ypma, R Duin
Proc. 5th Annual Conference of the Advanced School for Computing and Imaging …, 1999
1231999
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Articles 1–20