Llwytho...

Extending the Generalised Pareto Distribution for Novelty Detection in High-Dimensional Spaces

Novelty detection involves the construction of a “model of normality”, and then classifies test data as being either “normal” or “abnormal” with respect to that model. For this reason, it is often termed one-class classification. The approach is suitable for cases in which examples of “normal” behav...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Clifton, David A., Clifton, Lei, Hugueny, Samuel, Tarassenko, Lionel
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Springer US 2013
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC3963457/
https://ncbi.nlm.nih.gov/pubmed/24683434
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11265-013-0835-2
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