An algorithm of robust online extreme learning machine for dynamic imbalanced datasets

被引：0
|
作者：
Zhang, Jing [1 ]
Feng, Lin [1 ]
机构：
[1] School of Computer Science and Technology, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian,Liaoning,116024, China
来源：
Jisuanji Yanjiu yu Fazhan/Computer Research and Development | 2015年 / 52卷 / 07期
关键词：
D O I：
10.7544/issn1000-1239.2015.20140182
中图分类号：
学科分类号：
摘要：
35
引用
收藏
页码：1487 / 1498
相关论文
共 50 条
  • [41] Evolutionary extreme learning machine with sparse cost matrix for imbalanced learning
    Li, Hui
    Yang, Xi
    Li, Yang
    Hao, Li-Ying
    Zhang, Tian-Lun
    ISA Transactions, 2020, 100 : 198 - 209
  • [42] Optimal Weighted Extreme Learning Machine for Imbalanced Learning with Differential Evolution
    Ri, JongHyok
    Liu, Liang
    Liu, Yong
    Wu, Huifeng
    Huang, Wenliang
    Kim, Hun
    IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, 2018, 13 (03) : 32 - 47
  • [43] Evolutionary extreme learning machine with sparse cost matrix for imbalanced learning
    Li, Hui
    Yang, Xi
    Li, Yang
    Hao, Li-Ying
    Zhang, Tian-Lun
    ISA TRANSACTIONS, 2020, 100 : 198 - 209
  • [44] Distributed Weighted Extreme Learning Machine for Big Imbalanced Data Learning
    Wang, Zhiqiong
    Xin, Junchang
    Tian, Shuo
    Yu, Ge
    PROCEEDINGS OF ELM-2015, VOL 1: THEORY, ALGORITHMS AND APPLICATIONS (I), 2016, 6 : 319 - 332
  • [45] Distributed and Weighted Extreme Learning Machine for Imbalanced Big Data Learning
    Wang, Zhiqiong
    Xin, Junchang
    Yang, Hongxu
    Tian, Shuo
    Yu, Ge
    Xu, Chenren
    Yao, Yudong
    TSINGHUA SCIENCE AND TECHNOLOGY, 2017, 22 (02) : 160 - 173
  • [46] Evolutionary Online Machine Learning from Imbalanced Data
    Stein, Anthony
    2016 IEEE 1ST INTERNATIONAL WORKSHOPS ON FOUNDATIONS AND APPLICATIONS OF SELF* SYSTEMS (FAS*W), 2016, : 281 - 286
  • [47] Imbalanced-learn: A Python']Python Toolbox to Tackle the Curse of Imbalanced Datasets in Machine Learning
    Lemaitre, Guillaume
    Nogueira, Fernando
    Aridas, Christos K.
    JOURNAL OF MACHINE LEARNING RESEARCH, 2017, 18
  • [48] A Truly Online Learning Algorithm using Hybrid Fuzzy ARTMAP and Online Extreme Learning Machine for Pattern Classification
    Shen Yuong Wong
    Keem Siah Yap
    Hwa Jen Yap
    Shing Chiang Tan
    Neural Processing Letters, 2015, 42 : 585 - 602
  • [49] A Truly Online Learning Algorithm using Hybrid Fuzzy ARTMAP and Online Extreme Learning Machine for Pattern Classification
    Wong, Shen Yuong
    Yap, Keem Siah
    Yap, Hwa Jen
    Tan, Shing Chiang
    NEURAL PROCESSING LETTERS, 2015, 42 (03) : 585 - 602
  • [50] Effect of Imbalanced Datasets on Security of Industrial IoT Using Machine Learning
    Zolanvari, Maede
    Teixeira, Marcio A.
    Jain, Raj
    2018 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENCE AND SECURITY INFORMATICS (ISI), 2018, : 112 - 117
12345