David Tax
David Tax
Assistant professor, Delft University of Technology
Verified email at tudelft.nl
Title
Cited by
Cited by
Year
Statistical pattern recognition: A review
AK Jain, RPW Duin, J Mao
IEEE Transactions on pattern analysis and machine intelligence 22 (1), 4-37, 2000
79022000
Support vector data description
DMJ Tax, RPW Duin
Machine learning 54 (1), 45-66, 2004
26742004
Support vector domain description
DMJ Tax, RPW Duin
Pattern recognition letters 20 (11-13), 1191-1199, 1999
17461999
One-class classification: Concept learning in the absence of counter-examples.
DMJ Tax
14092002
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
8192005
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 60, 2007
6912007
Making a science of model search: Hyperparameter optimization in hundreds of dimensions for vision architectures
J Bergstra, D Yamins, D Cox
International conference on machine learning, 115-123, 2013
6392013
Improved algorithms for linear stochastic bandits
Y Abbasi-Yadkori, D Pál, C Szepesvári
Advances in Neural Information Processing Systems, 2312-2320, 2011
5802011
Data domain description using support vectors.
DMJ Tax, RPW Duin
ESANN 99, 251-256, 1999
5411999
Combining multiple classifiers by averaging or by multiplying?
DMJ Tax, M Van Breukelen, RPW Duin, J Kittler
Pattern recognition 33 (9), 1475-1485, 2000
4912000
Uniform object generation for optimizing one-class classifiers
DMJ Tax, RPW Duin
Journal of machine learning research 2 (Dec), 155-173, 2001
3752001
Experiments with classifier combining rules
RPW Duin, DMJ Tax
International Workshop on Multiple Classifier Systems, 16-29, 2000
3602000
Using two-class classifiers for multiclass classification
DMJ Tax, RPW Duin
Object recognition supported by user interaction for service robots 2, 124-127, 2002
2802002
Prtools version 3.0: A matlab toolbox for pattern recognition
RPW Duin
Proc. of SPIE, 2000
226*2000
Combining one-class classifiers
DMJ Tax, RPW Duin
International Workshop on Multiple Classifier Systems, 299-308, 2001
2182001
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
1392010
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
1372003
Handwritten digit recognition by combined classifiers
M van Breukelen, RPW Duin, DMJ Tax, JE Den Hartog
Kybernetika 34 (4), [381]-386, 1998
1301998
Ddtools, the data description toolbox for matlab
DMJ Tax
Delft University of Technology ed, 2005
1292005
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
1271999
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