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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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Publicat a:Advances in Knowledge Discovery and Data Mining
Autors principals: Fan, Haoyi, Zhang, Fengbin, Wang, Ruidong, Xi, Liang, Li, Zuoyong
Format: Artigo
Idioma:Inglês
Publicat: 2020
Matèries:
Accés en línia: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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