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...

Полное описание

Библиографические подробности
Главные авторы:	Clifton, D, Hugueny, S, Tarassenko, L
Формат:	Journal article
Опубликовано:	Springer 2010

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