ESTIMATION OF DIMENSIONALITY IN CANONICAL CORRELATION ANALYSIS

被引:0
|
作者
FUJIKOSHI, Y [1 ]
VEITCH, LG [1 ]
机构
[1] CSIRO,DIV MATH & STAT,ADELAIDE 5000,S AUSTRALIA,AUSTRALIA
关键词
D O I
暂无
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
引用
收藏
页码:345 / 351
页数:7
相关论文
共 50 条
  • [1] On estimating the dimensionality in canonical correlation analysis
    Gunderson, BK
    Muirhead, RJ
    JOURNAL OF MULTIVARIATE ANALYSIS, 1997, 62 (01) : 121 - 136
  • [2] On estimation of the dimensionality in linear canonical analysis
    Nkiet, GM
    STATISTICS & PROBABILITY LETTERS, 2005, 75 (02) : 103 - 112
  • [3] EFFICIENT DIMENSIONALITY REDUCTION FOR CANONICAL CORRELATION ANALYSIS
    Avron, Haim
    Boutsidis, Christos
    Toledo, Sivan
    Zouzias, Anastasios
    SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2014, 36 (05): : S111 - S131
  • [4] Parallel analysis approach for determining dimensionality in canonical correlation analysis
    Simsek, Gulhayat Golbasi
    Aydogdu, Selahattin
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2016, 86 (17) : 3419 - 3431
  • [5] Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis
    Zhu, Xiaofeng
    Huang, Zi
    Shen, Heng Tao
    Cheng, Jian
    Xu, Changsheng
    PATTERN RECOGNITION, 2012, 45 (08) : 3003 - 3016
  • [6] Improved Estimation of Canonical Vectors in Canonical Correlation Analysis
    Asendorf, Nicholas
    Nadakuditi, Raj Rao
    2015 49TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, 2015, : 1806 - 1810
  • [7] A randomized exponential canonical correlation analysis method for data analysis and dimensionality reduction
    Wu, Gang
    Li, Fei
    APPLIED NUMERICAL MATHEMATICS, 2021, 164 : 101 - 124
  • [8] Latent Dimensionality Estimation for Probabilistic Canonical Correlation Analysis Using Normalized Maximum Likelihood Code-length
    Nakamura, Tomohiko
    Iwata, Tomoharu
    Yamanishi, Kenji
    2017 IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA), 2017, : 716 - 725
  • [9] MINIMAX ESTIMATION IN SPARSE CANONICAL CORRELATION ANALYSIS
    Gao, Chao
    Ma, Zongming
    Ren, Zhao
    Zhou, Harrison H.
    ANNALS OF STATISTICS, 2015, 43 (05): : 2168 - 2197
  • [10] Dimensionality reduction by canonical contextual correlation projections
    Loog, M
    van Ginneken, B
    Duin, RR
    COMPUTER VISION - ECCV 2004, PT 1, 2004, 3021 : 562 - 573