STGAD: Self-temporal generative adversarial framework with transformer attention for unsupervised multivariate time-series anomaly detection and localization

• Xiao Liao,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation State Grid Information and Telecommunication Group Co., Ltd., Beijing, China

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• Wei Deng,

  Roles Funding acquisition, Investigation, Project administration, Resources, Supervision, Validation, Writing – review & editing

  Affiliation State Grid Information and Telecommunication Group Co., Ltd., Beijing, China

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• Hongyue Ma,

  Roles Funding acquisition, Resources, Supervision, Validation, Writing – review & editing

  Affiliation State Grid Information and Telecommunication Group Co., Ltd., Beijing, China

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• Yihan Mu

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Writing – review & editing

  * E-mail: 1710491817@qq.com

  Affiliation School of Automation Science and Engineering, Xi’an Jiaotong University, Xi’an, China

  https://orcid.org/0009-0006-7758-6785

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