Support Vector Data Description.

Data domain description concerns the characterization of a data set. A good description covers all target data but includes no superfluous space. The boundary of a dataset can be used to detect novel data or outliers. We will present the Support Vector Data Description (SVDD) which is inspired by th...

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Bibliographic Details

Published in:	Machine learning. 54, 1 (2004).
Main Author:	Tax, David M.
Format:	Article
Language:	English
Subjects:	Outlier detection. Novelty detection. One-class classification. Support vector classifier. Support vector data description.