Conditional normalizing flow for multivariate time series anomaly detection.

Guan, Siwei; He, Zhiwei; Ma, Shenhui; Gao, Mingyu

Guan, Siwei; He, Zhiwei; Ma, Shenhui; Gao, Mingyu.

Afiliação

Guan S; School of Electronic Information, Hangzhou Dianzi University, Hangzhou, Zhejiang Province, China; Zhejiang Provincial Key Lab of Equipment Electronics, Hangzhou, Zhejiang Province, China. Electronic address: guansw@hdu.edu.cn.
He Z; School of Electronic Information, Hangzhou Dianzi University, Hangzhou, Zhejiang Province, China; Zhejiang Provincial Key Lab of Equipment Electronics, Hangzhou, Zhejiang Province, China. Electronic address: zwhe@hdu.edu.cn.
Ma S; School of Electronic Information, Hangzhou Dianzi University, Hangzhou, Zhejiang Province, China; Zhejiang Provincial Key Lab of Equipment Electronics, Hangzhou, Zhejiang Province, China. Electronic address: mash@hdu.edu.cn.
Gao M; School of Electronic Information, Hangzhou Dianzi University, Hangzhou, Zhejiang Province, China; Zhejiang Provincial Key Lab of Equipment Electronics, Hangzhou, Zhejiang Province, China. Electronic address: mackgao@hdu.edu.cn.

ISA Trans ; 143: 231-243, 2023 Dec.

Article em En | MEDLINE | ID: mdl-37696734

Palavras-chave

Anomaly detection; Attention mechanism; Multivariate time series; Normalizing flow

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Prognostic_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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