article Open AccessTop 1% cited
Support Vector Data Description
Machine Learning · 2003 · Vol. 54(1) · pp. 45–66
David M. J. Tax✉(Delft University of Technology)Robert P. W. Duin(Delft University of Technology)
Anomaly Detection Techniques and ApplicationsMachine Learning and Data ClassificationTime Series Analysis and ForecastingSupport vector machineOutlierComputer scienceRelevance vector machineData spaceStructured support vector machineClassifier (UML)Pattern recognition (psychology)Artificial intelligenceKernel method
Funding
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Citations
3,423
FWCI
25.01
field-weighted impact
References
35
Percentile
100%
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Citations per year
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References
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The connection between regularization operators and support vector kernels
Neural Networks · 1998 · 622 citations
UCI Repository of machine learning databases
Medical Entomology and Zoology · 1998 · 10,524 citations
Estimating the Support of a High-Dimensional Distribution
Neural Computation · 2001 · 5,820 citations
Statistical Learning Theory
Technometrics · 1999 · 26,915 citations
The use of the area under the ROC curve in the evaluation of machine learning algorithms
Pattern Recognition · 1997 · 7,122 citations
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