One-class classification of point patterns of extremes

Novelty detection or one-class classification starts from a model describing some type of ‘normal behaviour’ and aims to classify deviations from this model as being either novelties or anomalies. <br/>In this paper the problem of novelty detection for point patterns S = {x1, . . . , xk} ⊂ R...

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Bibliographic Details
Main Authors: Luca, S, Clifton, D, Vanrumste, B
Format: Journal article
Published: Journal of Machine Learning Research 2016