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...

詳細記述

書誌詳細
主要な著者: Clifton, D, Hugueny, S, Tarassenko, L
フォーマット: Journal article
出版事項: Springer 2010