PINNING THE TAIL ON THE DISTRIBUTION: A MULTIVARIATE EXTENSION TO THE GENERALISED PARETO DISTRIBUTION

Novelty detection is often used for analysis where there are insufficient examples of "abnormal" data to take a multi-class approach to classification. Models of normality are constructed from commonly-available examples of "normal" behaviour, and we then reason about the presenc...

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Bibliografische gegevens
Hoofdauteurs: Clifton, D, Hugueny, S, Tarassenko, L, IEEE
Formaat: Conference item
Gepubliceerd in: 2011