David Tax
David Tax
Assistant professor, Delft University of Technology
Geverifieerd e-mailadres voor tudelft.nl
Titel
Geciteerd door
Geciteerd door
Jaar
Statistical pattern recognition: A review
AK Jain, RPW Duin, J Mao
IEEE Transactions on pattern analysis and machine intelligence 22 (1), 4-37, 2000
81042000
Support vector data description
DMJ Tax, RPW Duin
Machine learning 54 (1), 45-66, 2004
28232004
Support vector domain description
DMJ Tax, RPW Duin
Pattern recognition letters 20 (11-13), 1191-1199, 1999
17981999
One-class classification: Concept learning in the absence of counter-examples.
DMJ Tax
14652002
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
8442005
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
8002013
Improved algorithms for linear stochastic bandits
Y Abbasi-Yadkori, D Pál, C Szepesvári
Advances in Neural Information Processing Systems, 2312-2320, 2011
7072011
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
6952007
Data domain description using support vectors.
DMJ Tax, RPW Duin
ESANN 99, 251-256, 1999
5531999
Combining multiple classifiers by averaging or by multiplying?
DMJ Tax, M Van Breukelen, RPW Duin, J Kittler
Pattern recognition 33 (9), 1475-1485, 2000
5032000
Uniform object generation for optimizing one-class classifiers
DMJ Tax, RPW Duin
Journal of machine learning research 2 (Dec), 155-173, 2001
3832001
Experiments with classifier combining rules
RPW Duin, DMJ Tax
International Workshop on Multiple Classifier Systems, 16-29, 2000
3682000
Using two-class classifiers for multiclass classification
DMJ Tax, RPW Duin
Object recognition supported by user interaction for service robots 2, 124-127, 2002
2942002
Prtools version 3.0: A matlab toolbox for pattern recognition
RPW Duin
Proc. of SPIE, 2000
231*2000
Combining one-class classifiers
DMJ Tax, RPW Duin
International Workshop on Multiple Classifier Systems, 299-308, 2001
2222001
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
1502010
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
1422003
Handwritten digit recognition by combined classifiers
M van Breukelen, RPW Duin, DMJ Tax, JE Den Hartog
Kybernetika 34 (4), [381]-386, 1998
1411998
Ddtools, the data description toolbox for matlab
DMJ Tax
Delft University of Technology ed, 2005
1302005
Outlier detection using classifier instability
DMJ Tax, RPW Duin
Joint IAPR international workshops on statistical techniques in pattern …, 1998
1301998
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Artikelen 1–20