Clustering boundary over-sampling classification method for imbalanced data sets

被引：2
|
作者：
Lou, Xiao-Jun [1 ]
Sun, Yu-Xuan [1 ]
Liu, Hai-Tao [1 ,2 ]
机构：
[1] Lou, Xiao-Jun
[2] Sun, Yu-Xuan
[3] 1,Liu, Hai-Tao
来源：
Liu, H.-T. (liuhaitao@wsn.cn) | 1600年 / Zhejiang University卷 / 47期
关键词：
Nearest neighbor search - Motion compensation;
D O I：
10.3785/j.issn.1008-973X.2013.06.003
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：944 / 950
相关论文
共 50 条
  • [31] A self-adaptive synthetic over-sampling technique for imbalanced classification
    Gu, Xiaowei
    Angelov, Plamen P.
    Soares, Eduardo A.
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2020, 35 (06) : 923 - 943
  • [32] Online Sequential Extreme Learning Machine with Under-Sampling and Over-Sampling for Imbalanced Big Data Classification
    Du, Jie
    Vong, Chi-Man
    Chang, Yajie
    Jiao, Yang
    PROCEEDINGS OF ELM-2016, 2018, 9 : 229 - 239
  • [33] AN IMBALANCED SIGNAL MODULATION CLASSIFICATION AND EVALUATION METHOD BASED ON SYNTHETIC MINORITY OVER-SAMPLING TECHNIQUE
    Liu, Xuebo
    Wang, Yiran
    Bai, Jing
    Li, Haoran
    Wang, Xu
    IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2023, : 6224 - 6227
  • [34] Synthetic Minority Over-Sampling Technique based on Fuzzy C-means Clustering for Imbalanced Data
    Lee, Hansoo
    Jung, Seunghyan
    Kim, Minseok
    Kimt, Sungshin
    2017 INTERNATIONAL CONFERENCE ON FUZZY THEORY AND ITS APPLICATIONS (IFUZZY), 2017,
  • [35] Learning from Imbalanced Data Using Over-Sampling and the Firefly Algorithm
    Czarnowski, Ireneusz
    COMPUTATIONAL COLLECTIVE INTELLIGENCE (ICCCI 2021), 2021, 12876 : 373 - 386
  • [36] A New Over-sampling Technique Based on SVM for Imbalanced Diseases Data
    Wang, Jinjin
    Yao, Yukai
    Zhou, Hanhai
    Leng, Mingwei
    Chen, Xiaoyun
    PROCEEDINGS 2013 INTERNATIONAL CONFERENCE ON MECHATRONIC SCIENCES, ELECTRIC ENGINEERING AND COMPUTER (MEC), 2013, : 1224 - 1228
  • [37] Preprocessing of Imbalanced Breast Cancer Data using Feature Selection Combined with Over-Sampling Technique for classification
    Jojan, Janjira
    Srivihok, Anongnart
    2013 INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER SCIENCE AND INFORMATION SYSTEMS (ICACSIS), 2013, : 407 - 412
  • [38] Dynamic weighted majority based on over-sampling for imbalanced data streams
    Du, Hongle
    Thelma, Palaoag
    2021 THE 4TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND INTELLIGENT SYSTEMS, CIIS 2021, 2021, : 87 - 95
  • [39] Improving Diagnostic Performance of a Power Transformer Using an Adaptive Over-Sampling Method for Imbalanced Data
    Tra, Viet
    Bach-Phi Duong
    Kim, Jong-Myon
    IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION, 2019, 26 (04) : 1325 - 1333
  • [40] An overlapping minimization-based over-sampling algorithm for binary imbalanced classification
    Lu, Xuan
    Ye, Xuan
    Cheng, Yingchao
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 133
12345