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
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
  • [1] Universum based kernelized weighted extreme learning machine for imbalanced datasets
    Raghuwanshi, Bhagat Singh
    Mangal, Akansha
    Shukla, Sanyam
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2022, 13 (11) : 3387 - 3408
  • [2] Universum based kernelized weighted extreme learning machine for imbalanced datasets
    Bhagat Singh Raghuwanshi
    Akansha Mangal
    Sanyam Shukla
    International Journal of Machine Learning and Cybernetics, 2022, 13 : 3387 - 3408
  • [3] Active learning with extreme learning machine for online imbalanced multiclass classification
    Qin, Jiongming
    Wang, Cong
    Zou, Qinhong
    Sun, Yubin
    Chen, Bin
    KNOWLEDGE-BASED SYSTEMS, 2021, 231
  • [4] A robust online sequential extreme learning machine
    Hoang, Minh-Tuan T.
    Huynh, Hieu T.
    Vo, Nguyen H.
    Won, Yonggwan
    ADVANCES IN NEURAL NETWORKS - ISNN 2007, PT 1, PROCEEDINGS, 2007, 4491 : 1077 - +
  • [5] Online Sequential Classification of Imbalanced Data by Combining Extreme Learning Machine and improved SMOTE Algorithm
    Mao, Wentao
    Wang, Jinwan
    Wang, Liyun
    2015 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2015,
  • [6] Active Learning From Imbalanced Data: A Solution of Online Weighted Extreme Learning Machine
    Yu, Hualong
    Yang, Xibei
    Zheng, Shang
    Sun, Changyin
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 30 (04) : 1088 - 1103
  • [7] Online sequential class-specific extreme learning machine for binary imbalanced learning
    Shukla, Sanyam
    Raghuwanshi, Bhagat Singh
    NEURAL NETWORKS, 2019, 119 : 235 - 248
  • [8] An online sequential learning algorithm for regularized Extreme Learning Machine
    Shao, Zhifei
    Er, Meng Joo
    NEUROCOMPUTING, 2016, 173 : 778 - 788
  • [9] A Hybrid Machine Learning Methodology for Imbalanced Datasets
    Lipitakis, Anastasia-Dimitra
    Kotsiantis, Sotirios
    5TH INTERNATIONAL CONFERENCE ON INFORMATION, INTELLIGENCE, SYSTEMS AND APPLICATIONS, IISA 2014, 2014, : 252 - +
  • [10] Mixture extreme learning machine algorithm for robust regression
    Zhao, Shangrui
    Chen, Xuan-Ang
    Wu, Jinran
    Wang, You-Gan
    KNOWLEDGE-BASED SYSTEMS, 2023, 280