Hybrid Sampling Method for Overlap Region of ICS Imbalanced Data

被引:0
|
作者
Gao, Bing [1 ,2 ]
Gu, Zhaojun [1 ,2 ]
Zhou, Jingxian [1 ,2 ]
Sui, He [1 ,3 ]
机构
[1] Information Security Evaluation Center, Civil Aviation University of China, Tianjin,300300, China
[2] College of Computer Science and Technology, Civil Aviation University of China, Tianjin,300300, China
[3] College of Aeronautical Engineering, Civil Aviation University of China, Tianjin,300300, China
关键词
Classification (of information) - Control systems - Data description - Intelligent control;
D O I
10.3778/j.issn.1002-8331.2205-0182
中图分类号
学科分类号
摘要
引用
收藏
页码:305 / 315
相关论文
共 50 条
  • [31] Safe sample screening based sampling method for imbalanced data
    Shi H.
    Liu Y.
    Ji S.
    Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2019, 32 (06): : 545 - 556
  • [32] A GAN-based hybrid sampling method for imbalanced customer classification
    Zhu, Bing
    Pan, Xin
    vanden Broucke, Seppe
    Xiao, Jin
    INFORMATION SCIENCES, 2022, 609 : 1397 - 1411
  • [33] A weighted hybrid ensemble method for classifying imbalanced data
    Zhao, Jiakun
    Jin, Ju
    Chen, Si
    Zhang, Ruifeng
    Yu, Bilin
    Liu, Qingfang
    KNOWLEDGE-BASED SYSTEMS, 2020, 203
  • [34] A weighted hybrid ensemble method for classifying imbalanced data
    Zhao, Jiakun
    Jin, Ju
    Chen, Si
    Zhang, Ruifeng
    Yu, Bilin
    Liu, Qingfang
    Knowledge-Based Systems, 2020, 203
  • [35] Hybrid Sampling and Dynamic Weighting-Based Classification Method for Multi-Class Imbalanced Data Stream
    Han, Meng
    Li, Ang
    Gao, Zhihui
    Mu, Dongliang
    Liu, Shujuan
    APPLIED SCIENCES-BASEL, 2023, 13 (10):
  • [36] On the class overlap problem in imbalanced data classification
    Vuttipittayamongkol, Pattaramon
    Elyan, Eyad
    Petrovski, Andrei
    KNOWLEDGE-BASED SYSTEMS, 2021, 212 (212)
  • [37] Online Extreme Learning Machine with Hybrid Sampling Strategy for Sequential Imbalanced Data
    Mao, Wentao
    Jiang, Mengxue
    Wang, Jinwan
    Li, Yuan
    COGNITIVE COMPUTATION, 2017, 9 (06) : 780 - 800
  • [38] Online Extreme Learning Machine with Hybrid Sampling Strategy for Sequential Imbalanced Data
    Wentao Mao
    Mengxue Jiang
    Jinwan Wang
    Yuan Li
    Cognitive Computation, 2017, 9 : 780 - 800
  • [39] Imbalanced Data Over-Sampling Method Based on ISODATA Clustering
    Lv, Zhenzhe
    Liu, Qicheng
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2023, E106D (09) : 1528 - 1536
  • [40] An Effective Over-sampling Method for Imbalanced Data Sets Classification
    Zhai Yun
    Ma Nan
    Ruan Da
    An Bing
    CHINESE JOURNAL OF ELECTRONICS, 2011, 20 (03): : 489 - 494