Principal component analysis method to improve generalization performance of radial basis function network and its application research

被引:0
|
作者
Yin, Chunxia
Hu, Tiesong
Guo, Yuanyu
机构
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:85 / 89
相关论文
共 50 条
  • [1] Comparison of Principal Component Analysis and Radial Basis Function Network for Diagnosis of Hypertension
    Turk, Fuat
    Barisci, Necaattin
    Ciftci, Aydin
    Ekmekci, Yakup
    ICECCO'12: 9TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMPUTER AND COMPUTATION, 2012, : 33 - 36
  • [2] Melt index predict by radial basis function network based on principal component analysis
    Liu, Xinggao
    Yan, Zhengbing
    INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2006, PROCEEDINGS, 2006, 4224 : 379 - 385
  • [3] Research on the Prediction Model of Coal and Gas Outburst Based on Principal Component Analysis and Radial Basis Function Neural Network
    Guan, Yongchao
    Wang, Shuai
    Zhou, Zhen
    2014 FOURTH INTERNATIONAL CONFERENCE ON INSTRUMENTATION AND MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC), 2014, : 260 - 264
  • [4] The Hybrid Model of Radial Basis Function Neural Network and Principal Component Analysis for Classification Problems
    Wutsqa, Dhoriva Urwatul
    Fauzan, Muhammad
    INDUSTRIAL ENGINEERING AND MANAGEMENT SYSTEMS, 2022, 21 (03): : 409 - 418
  • [5] APPLICATION OF PRINCIPAL COMPONENT ANALYSIS TO A RADIAL-BASIS FUNCTION COMMITTEE MACHINE FOR FACE RECOGNITION
    Chang, Chuan-Yu
    Hsu, Hung-Rung
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2009, 5 (11B): : 4145 - 4154
  • [6] The improve model of the principal component analysis and its application
    Lu, ZH
    Li, JG
    PROCEEDINGS OF 2002 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, VOLS I AND II, 2002, : 417 - 421
  • [7] A Novel Radial Basis Function Neural Network for Rainfall Forecasting Based on Kernel Principal Component Analysis
    Li, Jie
    Wu, Jiansheng
    2012 IEEE FIFTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI), 2012, : 766 - 771
  • [8] The Prediction of Back Titration Based on Kernel Principal Component Analysis and Radial Basis Function Neural Network
    Wu Tiebin
    Liu Yunlian
    Long Wen
    Li Xinjun
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON LOGISTICS, ENGINEERING, MANAGEMENT AND COMPUTER SCIENCE (LEMCS 2015), 2015, 117 : 870 - 873
  • [9] A training method for improving the generalization performance of radial basis function networks
    Luan, SJ
    He, C
    Xu, LX
    Ma, DS
    PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5, 2000, : 859 - 863
  • [10] Generalization Performance of Radial Basis Function Networks
    Lei, Yunwen
    Ding, Lixin
    Zhang, Wensheng
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 26 (03) : 551 - 564