An ensemble learning method with GAN-based sampling and consistency check for anomaly detection of imbalanced data streams with concept drift

• Yansong Liu ,

  Contributed equally to this work with: Yansong Liu, Li Zhu

  Roles Formal analysis, Writing – original draft

  Affiliations School of Software Engineering, Xi’an Jiao Tong University, Xi’an, Shaanxi, China, School of Intelligent Engineering, Shandong Management University, Jinan, Shandong, China

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• Shuang Wang,

  Roles Conceptualization, Software

  Affiliation Information Security Evaluation Center of Civil Aviation, Civil Aviation University of China, Tianjin, China

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• He Sui ,

  Roles Conceptualization, Methodology

  * E-mail: hsui@cauc.edu.cn

  Affiliation College of Aeronautical Engineering, Civil Aviation University of China, Tianjin, China

  https://orcid.org/0000-0002-4932-0502

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• Li Zhu

  Contributed equally to this work with: Yansong Liu, Li Zhu

  Roles Writing – review & editing

  Affiliation School of Software Engineering, Xi’an Jiao Tong University, Xi’an, Shaanxi, China

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