Least squares DAGSVM for multiclass classification

被引:0
|
作者
Wu, Haoyu [1 ]
Zhou, Zhijian [1 ]
机构
[1] College of Science, China Agricultural University, Beijing, China
来源
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
10.12733/jics20150092
中图分类号
学科分类号
摘要
Learning systems - Classification (of information)
引用
收藏
页码:6863 / 6871
相关论文
共 50 条
  • [1] Regularized Least Squares Twin SVM for Multiclass Classification
    Ali, Javed
    Aldhaifallah, M.
    Nisar, Kottakkaran Sooppy
    Aljabr, A. A.
    Tanveer, M.
    [J]. BIG DATA RESEARCH, 2022, 27
  • [2] Multiclass Classification using Least Squares Support Vector Machine
    Jafar, Nurkamila
    Thamrin, Sri Astuti
    Lawi, Armin
    [J]. 2016 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND CYBERNETICS, 2016, : 7 - 10
  • [3] Discriminative Least Squares Regression for Multiclass Classification and Feature Selection
    Xiang, Shiming
    Nie, Feiping
    Meng, Gaofeng
    Pan, Chunhong
    Zhang, Changshui
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2012, 23 (11) : 1738 - 1754
  • [4] Multiclass Classification and Feature Selection Based on Least Squares Regression with Large Margin
    Zhao, Haifeng
    Wang, Siqi
    Wang, Zheng
    [J]. NEURAL COMPUTATION, 2018, 30 (10) : 2781 - 2804
  • [5] Multiclass least-squares support vector machines for analog modulation classification
    Sengur, Abdulkadir
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (03) : 6681 - 6685
  • [6] Improving multiclass classification by deep networks using DAGSVM and Triplet Loss
    Agarwal, Nakul
    Balasubramanian, Vineeth N.
    Jawahar, C., V
    [J]. PATTERN RECOGNITION LETTERS, 2018, 112 : 184 - 190
  • [7] Discriminative least squares regression for multiclass classification based on within-class scatter minimization
    Ma, Jiajun
    Zhou, Shuisheng
    [J]. APPLIED INTELLIGENCE, 2022, 52 (01) : 622 - 635
  • [8] Discriminative least squares regression for multiclass classification based on within-class scatter minimization
    Jiajun Ma
    Shuisheng Zhou
    [J]. Applied Intelligence, 2022, 52 : 622 - 635
  • [9] Multiclass least squares wavelet support vector machiues
    Xing, Yongzhong
    Wu, Xiaobei
    Xu, Zhiliang
    [J]. PROCEEDINGS OF 2008 IEEE INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL, VOLS 1 AND 2, 2008, : 498 - 502
  • [10] Fuzzy least squares support vector machines for multiclass problems
    Tsujinishi, D
    Abe, S
    [J]. NEURAL NETWORKS, 2003, 16 (5-6) : 785 - 792