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
  • [1] A Hybrid Sampling Method for Imbalanced Data
    Gazzah, Sami
    Hechkel, Amina
    Ben Amara, Najoua Essoukri
    [J]. 2015 IEEE 12TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD), 2015,
  • [2] Hybrid sampling for imbalanced data
    Seiffert, Chris
    Khoshgoftaar, Taghi M.
    Van Hulse, Jason
    [J]. PROCEEDINGS OF THE 2008 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION, 2008, : 202 - 207
  • [3] Hybrid sampling for imbalanced data
    Seiffert, Chris
    Khoshgoftaar, Taghi M.
    Van Hulse, Jason
    [J]. INTEGRATED COMPUTER-AIDED ENGINEERING, 2009, 16 (03) : 193 - 210
  • [4] HSDP: A Hybrid Sampling Method for Imbalanced Big Data Based on Data Partition
    Chen, Liping
    Jiang, Jiabao
    Zhang, Yong
    [J]. COMPLEXITY, 2021, 2021
  • [5] HSDLM: A Hybrid Sampling With Deep Learning Method for Imbalanced Data Classification
    Hasib, Khan Md
    Towhid, Nurul Akter
    Islam, Md Rafiqul
    [J]. INTERNATIONAL JOURNAL OF CLOUD APPLICATIONS AND COMPUTING, 2021, 11 (04) : 1 - 13
  • [6] A Hybrid Under-Sampling Method (HUSBoost) to Classify Imbalanced Data
    Popel, Mahmudul Hasan
    Hasib, Khan Md
    Habib, Syed Ahsan
    Shah, Faisal Muhammad
    [J]. 2018 21ST INTERNATIONAL CONFERENCE OF COMPUTER AND INFORMATION TECHNOLOGY (ICCIT), 2018,
  • [7] Entropy-based hybrid sampling (EHS) method to handle class overlap in highly imbalanced dataset
    Kumar, Anil
    Singh, Dinesh
    Yadav, Rama Shankar
    [J]. EXPERT SYSTEMS, 2024,
  • [8] HYBS: A novel hybrid sampling method for learning from imbalanced data sets
    Liu, Zhiyong
    Yu, Hualong
    [J]. International Journal of Advancements in Computing Technology, 2012, 4 (10) : 281 - 288
  • [9] A hybrid sampling method for highly imbalanced and overlapped data classification with complex distribution
    Liu, Yansong
    Zhu, Li
    Ding, Lei
    Sui, He
    Shang, Wenli
    [J]. INFORMATION SCIENCES, 2024, 661
  • [10] A Hybrid Sampling SVM Approach to Imbalanced Data Classification
    Wang, Qiang
    [J]. ABSTRACT AND APPLIED ANALYSIS, 2014,