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
  • [41] Under-sampling method based on sample weight for imbalanced data
    Xiong B.
    Wang G.
    Deng W.
    Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2016, 53 (11): : 2613 - 2622
  • [42] Over-Sampling Method on Imbalanced Data Based on WKMeans and SMOTE
    Chen, Junfeng
    Zheng, Zhongtuan
    Computer Engineering and Applications, 2024, 57 (23) : 106 - 112
  • [43] A Hybrid Sampling Method Based on Safe Screening for Imbalanced Datasets with Sparse Structure
    Shi, Hongbo
    Gao, Qigang
    Ji, Suqin
    Liu, Yanxin
    2018 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2018,
  • [44] Robust hybrid data-level sampling approach to handle imbalanced data during classification
    Prabhjot Kaur
    Anjana Gosain
    Soft Computing, 2020, 24 : 15715 - 15732
  • [45] Robust hybrid data-level sampling approach to handle imbalanced data during classification
    Kaur, Prabhjot
    Gosain, Anjana
    SOFT COMPUTING, 2020, 24 (20) : 15715 - 15732
  • [46] An imbalanced data processing method based on hybrid CGAN and SMOTEENN
    Liu N.
    Zhu B.
    Yin Y.-C.
    Li X.-C.
    Kongzhi yu Juece/Control and Decision, 2023, 38 (09): : 2614 - 2621
  • [47] Imbalanced Data Classification Based on a Hybrid Resampling SVM Method
    Cao, Lu
    Zhai, Yikui
    IEEE 12TH INT CONF UBIQUITOUS INTELLIGENCE & COMP/IEEE 12TH INT CONF ADV & TRUSTED COMP/IEEE 15TH INT CONF SCALABLE COMP & COMMUN/IEEE INT CONF CLOUD & BIG DATA COMP/IEEE INT CONF INTERNET PEOPLE AND ASSOCIATED SYMPOSIA/WORKSHOPS, 2015, : 1533 - 1536
  • [48] Neighbourhood sampling in bagging for imbalanced data
    Blaszczynski, Jerzy
    Stefanowski, Jerzy
    NEUROCOMPUTING, 2015, 150 : 529 - 542
  • [49] An overlap sensitive neural network for class imbalanced data
    Shahee, Shaukat Ali
    Ananthakumar, Usha
    DATA MINING AND KNOWLEDGE DISCOVERY, 2021, 35 (04) : 1654 - 1687
  • [50] An overlap sensitive neural network for class imbalanced data
    Shaukat Ali Shahee
    Usha Ananthakumar
    Data Mining and Knowledge Discovery, 2021, 35 : 1654 - 1687