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
81982000
Support vector data description
DMJ Tax, RPW Duin
Machine learning 54 (1), 45-66, 2004
29022004
Support vector domain description
DMJ Tax, RPW Duin
Pattern recognition letters 20 (11-13), 1191-1199, 1999
18191999
One-class classification: Concept learning in the absence of counter-examples.
DMJ Tax
14922002
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
8942013
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
8432005
Improved Algorithms for Linear Stochastic Bandits.
Y Abbasi-Yadkori, D Pál, C Szepesvári
NIPS 11, 2312-2320, 2011
7552011
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
6962007
Data domain description using support vectors.
DMJ Tax, RPW Duin
ESANN 99, 251-256, 1999
5591999
Combining multiple classifiers by averaging or by multiplying?
DMJ Tax, M Van Breukelen, RPW Duin, J Kittler
Pattern recognition 33 (9), 1475-1485, 2000
4982000
Uniform object generation for optimizing one-class classifiers
DMJ Tax, RPW Duin
Journal of machine learning research 2 (Dec), 155-173, 2001
3812001
Experiments with classifier combining rules
RPW Duin, DMJ Tax
International Workshop on Multiple Classifier Systems, 16-29, 2000
3552000
Using two-class classifiers for multiclass classification
DMJ Tax, RPW Duin
Object recognition supported by user interaction for service robots 2, 124-127, 2002
2992002
Combining one-class classifiers
DMJ Tax, RPW Duin
International Workshop on Multiple Classifier Systems, 299-308, 2001
2302001
Prtools version 3.0: A matlab toolbox for pattern recognition
RPW Duin
Proc. of SPIE, 2000
228*2000
Estimation of R\'enyi Entropy and Mutual Information Based on Generalized Nearest-Neighbor Graphs
D Pál, B Póczos, C Szepesvári
arXiv preprint arXiv:1003.1954, 2010
1572010
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
1482003
Handwritten digit recognition by combined classifiers
M van Breukelen, RPW Duin, DMJ Tax, JE Den Hartog
Kybernetika 34 (4), [381]-386, 1998
1471998
Ddtools, the data description toolbox for matlab
DMJ Tax
Delft University of Technology ed, 2005
1362005
Minimum spanning tree based one-class classifier
P Juszczak, DMJ Tax, E Pe, RPW Duin
Neurocomputing 72 (7-9), 1859-1869, 2009
1342009
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