A review of novelty detection

Novelty detection is the task of classifying test data that differ in some respect from the data that are available during training. This may be seen as "one-class classification", in which a model is constructed to describe "normal" training data. The novelty detection approach...

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Detalhes bibliográficos
Principais autores: Pimentel, M, Clifton, D, Clifton, L, Tarassenko, L
Formato: Journal article
Publicado em: Elsevier 2014