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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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Main Authors: Tsatsral Amarbayasgalan, Bilguun Jargalsaikhan, Keun Ho Ryu
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2018-08-01
Colecção:Applied Sciences
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Acesso em linha:http://www.mdpi.com/2076-3417/8/9/1468
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