Nonlinear data reconstruction by robust kernel principal component analysis

被引:0
|
作者
Huang, Yanwei [1 ]
Zhao, Jingyi [2 ]
机构
[1] School of Electrical Engineering and Automation, Fuzhou University, Fuzhou 350108, China
[2] School of Machine Engineering, Yanshan University, Qinhuangdao 066004, China
来源
ICIC Express Letters | 2010年 / 4卷 / 04期
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:1155 / 1160
相关论文
共 50 条
  • [21] A nonlinear principal component analysis on image data
    Saegusa, R
    Sakano, H
    Hashimoto, S
    MACHINE LEARNING FOR SIGNAL PROCESSING XIV, 2004, : 589 - 598
  • [22] Nonlinear principal component analysis of noisy data
    Hsieh, William W.
    2006 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORK PROCEEDINGS, VOLS 1-10, 2006, : 4582 - 4586
  • [23] Nonlinear principal component analysis of noisy data
    Hsieh, William W.
    NEURAL NETWORKS, 2007, 20 (04) : 434 - 443
  • [24] A Nonlinear principal component analysis of image data
    Saegusa, R
    Sakano, H
    Hashimoto, S
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2005, E88D (10): : 2242 - 2248
  • [25] Randomized Kernel Principal Component Analysis for Modeling and Monitoring of Nonlinear Industrial Processes with Massive Data
    Zhou, Zhe
    Du, Ni
    Xu, Jingyun
    Li, Zuxin
    Wang, Peiliang
    Zhang, Jie
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2019, 58 (24) : 10410 - 10417
  • [26] Robust Speaker Identification Using Ensembles of Kernel Principal Component Analysis
    Yang, Il-Ho
    Kim, Min-Seok
    So, Byung-Min
    Kim, Myung-Jae
    Yu, Ha-Jin
    HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, PT I, 2012, 7208 : 71 - 78
  • [27] Robust Principal Component Analysis via Joint Reconstruction and Projection
    Wang, Sisi
    Nie, Feiping
    Wang, Zheng
    Wang, Rong
    Li, Xuelong
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 35 (05) : 7175 - 7189
  • [28] A Fast Incremental Kernel Principal Component Analysis for Data Streams
    Joseph, Annie Anak
    Ozawa, Seiichi
    PROCEEDINGS OF THE 2014 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2014, : 3135 - 3142
  • [29] The use of kernel principal component analysis to model data distributions
    Twining, CJ
    Taylor, CJ
    PATTERN RECOGNITION, 2003, 36 (01) : 217 - 227
  • [30] Kernel Principal Component Analysis for Large Scale Data Set
    Wang, Haixian
    Hu, Zilan
    Zhao, Yu'e
    INTELLIGENT COMPUTING, PART I: INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING, ICIC 2006, PART I, 2006, 4113 : 745 - 756