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Correlation-Aware Deep Generative Model for Unsupervised Anomaly Detection

Unsupervised anomaly detection aims to identify anomalous samples from highly complex and unstructured data, which is pervasive in both fundamental research and industrial applications. However, most existing methods neglect the complex correlation among data samples, which is important for capturin...

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Detalles Bibliográficos
Publicado en:Advances in Knowledge Discovery and Data Mining
Main Authors: Fan, Haoyi, Zhang, Fengbin, Wang, Ruidong, Xi, Liang, Li, Zuoyong
Formato: Artigo
Idioma:Inglês
Publicado: 2020
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7206313/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-47436-2_52
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