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
85032000
Support vector data description
DMJ Tax, RPW Duin
Machine learning 54 (1), 45-66, 2004
31482004
Support vector domain description
DMJ Tax, RPW Duin
Pattern recognition letters 20 (11-13), 1191-1199, 1999
18891999
One-class classification: Concept learning in the absence of counter-examples.
DMJ Tax
15382002
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
12082013
Improved algorithms for linear stochastic bandits
Y Abbasi-Yadkori, D Pál, C Szepesvári
Advances in neural information processing systems 24, 2312-2320, 2011
9372011
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
8782005
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
7082007
Data domain description using support vectors.
DMJ Tax, RPW Duin
ESANN 99, 251-256, 1999
5871999
Combining multiple classifiers by averaging or by multiplying?
DMJ Tax, M Van Breukelen, RPW Duin, J Kittler
Pattern recognition 33 (9), 1475-1485, 2000
5122000
Uniform object generation for optimizing one-class classifiers
DMJ Tax, RPW Duin
Journal of machine learning research 2 (Dec), 155-173, 2001
3992001
Experiments with classifier combining rules
RPW Duin, DMJ Tax
International Workshop on Multiple Classifier Systems, 16-29, 2000
3662000
Using two-class classifiers for multiclass classification
DMJ Tax, RPW Duin
Object recognition supported by user interaction for service robots 2, 124-127, 2002
3102002
Prtools version 3.0: A matlab toolbox for pattern recognition
RPW Duin
Proc. of SPIE, 2000
241*2000
Combining one-class classifiers
DMJ Tax, RPW Duin
International Workshop on Multiple Classifier Systems, 299-308, 2001
2402001
J. Mao Statistical Pattern Recognition: A Review
AK Jain, RPW Duin
IEEE Transactions on Pattern Analysis and Machine Intelligence 22 (1), 4-37, 2000
2202000
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
1702010
Handwritten digit recognition by combined classifiers
M van Breukelen, RPW Duin, DMJ Tax, JE Den Hartog
Kybernetika 34 (4), [381]-386, 1998
1561998
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
1542003
Feature scaling in support vector data description
P Juszczak, D Tax, RPW Duin
Proc. asci, 95-102, 2002
1482002
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Artikelen 1–20