Effective pruning algorithm for least squares support vector machine classifier

被引：2
|
作者：
Yang, Xiaowei [1 ,2 ,3 ]
Lu, Jie [2 ]
Zhang, Guangquan [2 ]
机构：
[1] School of Mathematical Sciences, South China University of Technology, Guangzhou 510641, China
[2] Faculty of Information Technology, Sydney University of Technology, NSW 2007, Australia
[3] Key Laboratory of Symbol Computation and Knowledge Engineering, Jilin University, Changchun 130012, China
来源：
Jisuanji Yanjiu yu Fazhan/Computer Research and Development | 2007年 / 44卷 / 07期
关键词：
19;
D O I：
10.1360/crad20070706
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1128 / 1136
相关论文
共 50 条
  • [1] Adaptive pruning algorithm for least squares support vector machine classifier
    Xiaowei Yang
    Jie Lu
    Guangquan Zhang
    [J]. Soft Computing, 2010, 14 : 667 - 680
  • [2] Adaptive pruning algorithm for least squares support vector machine classifier
    Yang, Xiaowei
    Lu, Jie
    Zhang, Guangquan
    [J]. SOFT COMPUTING, 2010, 14 (07) : 667 - 680
  • [3] Fast pruning algorithm for designing sparse least squares support vector machine
    Zhou, Xin-Ran
    Teng, Zhao-Sheng
    Yi, Zhao
    [J]. Dianji yu Kongzhi Xuebao/Electric Machines and Control, 2009, 13 (04): : 626 - 630
  • [4] A Fast Least Squares Support Vector Machine Classifier
    Kong, Rui
    Zhang, Bing
    [J]. 2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 749 - 752
  • [5] A sparse least squares Support Vector Machine classifier
    Liu, Xiao-Mao
    Kong, Bo
    Gao, Jun-Bin
    Zhang, Jun
    [J]. Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2007, 20 (05): : 681 - 687
  • [6] A sparse least squares support vector machine classifier
    Valyon, J
    Horváth, G
    [J]. 2004 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS, 2004, : 543 - 548
  • [7] Algorithm of Sparse Least Squares Support Vector Machine
    Zhang, Yongli
    Zhu, Yanwei
    Lin, Shufei
    Sun, Xiujuan
    Zhang, Qiuna
    Liu, Xiaohong
    [J]. SMART MATERIALS AND INTELLIGENT SYSTEMS, PTS 1 AND 2, 2011, 143-144 : 1229 - +
  • [8] Improved adaptive pruning algorithm for least squares support vector regression
    Runpeng Gao and Ye San Control and Simulation Center
    [J]. Journal of Systems Engineering and Electronics, 2012, 23 (03) : 438 - 444
  • [9] Improved adaptive pruning algorithm for least squares support vector regression
    Gao, Runpeng
    San, Ye
    [J]. JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2012, 23 (03) : 438 - 444
  • [10] A Robust Pruning Method for Reduced Weighted Least Squares Support Vector Machine
    Si GangQuan
    Guo Zhang
    Shi JianQuan
    [J]. PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 3576 - 3581
12345