Novelty detection with multivariate extreme value statistics

Novelty detection with multivariate extreme value statistics

Novelty detection, or one-class classification, aims to determine if data are “normal” with respect to some model of normality constructed using examples of normal system behaviour. If that model is composed of generative probability distributions, the extent of “normality” in the data space can be...

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Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Clifton, D, Hugueny, S, Tarassenko, L
Formáid:	Journal article
Foilsithe / Cruthaithe:	Springer 2010

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