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Unsupervised Novelty Detection Using Deep Autoencoders with Density Based Clustering

Novelty detection is a classification problem to identify abnormal patterns; therefore, it is an important task for applications such as fraud detection, fault diagnosis and disease detection. However, when there is no label that indicates normal and abnormal data, it will need expensive domain and...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Tsatsral Amarbayasgalan, Bilguun Jargalsaikhan, Keun Ho Ryu
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI AG 2018-08-01
Cyfres:Applied Sciences
Pynciau:
Mynediad Ar-lein:http://www.mdpi.com/2076-3417/8/9/1468
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!