Nonlinear canonical correlation analysis for discrimination based on kernel methods

被引：0
|
作者：
Sun, Ping [1 ]
Xu, Zong-Ben [1 ]
Shen, Jian-Zhong [1 ]
机构：
[1] Inst. of Info. and Syst. Sci., Faculty of Sci., Xi'an Jiaotong Univ., Xi'an 710049, China
来源：
Jisuanji Xuebao/Chinese Journal of Computers | 2004年 / 27卷 / 06期
关键词：
Adaptive learning algorithm - Canonical correlation analysis - Discrimination - Kernel Fisher Discriminant analysis - Kernel methods;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
(Edited Abstract)
引用
收藏
页码：789 / 795
相关论文
共 50 条
  • [1] Kernel and nonlinear canonical correlation analysis
    Lai, PL
    Fyfe, C
    IJCNN 2000: PROCEEDINGS OF THE IEEE-INNS-ENNS INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOL IV, 2000, : 614 - 619
  • [2] Nonlinear measures of association with kernel canonical correlation analysis and applications
    Huang, Su-Yun
    Lee, Mei-Hsien
    Hsiao, Chuhsing Kate
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2009, 139 (07) : 2162 - 2174
  • [3] Appearance models based on kernel canonical correlation analysis
    Melzer, T
    Reiter, M
    Bischof, H
    PATTERN RECOGNITION, 2003, 36 (09) : 1961 - 1971
  • [4] Deflation based nonlinear canonical correlation analysis
    Sharma, Sanjay K.
    Kruger, Uwe
    Irwin, George W.
    CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2006, 83 (01) : 34 - 43
  • [5] Kernel Generalized Canonical Correlation Analysis
    Tenenhaus, Arthur
    Philippe, Cathy
    Frouin, Vincent
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2015, 90 : 114 - 131
  • [6] Restricted kernel canonical correlation analysis
    Otopal, Nina
    LINEAR ALGEBRA AND ITS APPLICATIONS, 2012, 437 (01) : 1 - 13
  • [7] Multimodal emotion recognition based on kernel canonical correlation analysis
    Li, Bo
    Qi, Lin
    Gao, Lei
    2014 IEEE WORKSHOP ON ELECTRONICS, COMPUTER AND APPLICATIONS, 2014, : 934 - 937
  • [8] Kernel-based nonlinear canonical analysis and time reversibility
    Darolles, S
    Florens, JP
    Gouriéroux, C
    JOURNAL OF ECONOMETRICS, 2004, 119 (02) : 323 - 353
  • [9] Quality-Relevant Fault Detection of Nonlinear Processes based on Kernel Concurrent Canonical Correlation Analysis
    Zhu, Qinqin
    Liu, Qiang
    Qin, S. Joe
    2017 AMERICAN CONTROL CONFERENCE (ACC), 2017, : 5404 - 5409
  • [10] Convergence rate of kernel canonical correlation analysis
    Cai Jia
    Sun HongWei
    SCIENCE CHINA-MATHEMATICS, 2011, 54 (10) : 2161 - 2170
12345