New fast training algorithm of support vector machine

被引：0
|
作者：
Liao, Dong-Ping [1 ]
Wei, Xi-Zhang [1 ]
Li, Xiang [1 ]
Zhuang, Zhao-Wen [1 ]
机构：
[1] ATR Key Lab., National Univ. of Defense Technology, Changsha 410073, China
来源：
Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics | 2007年 / 29卷 / 11期
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
下载
收藏
页码：1954 / 1957
相关论文
共 50 条
  • [1] A weighted support vector machine fast training algorithm
    Qin, Yu-Ping
    Ai, Qing
    Wang, Xiu-Kun
    PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2006, : 3650 - +
  • [2] A fast training algorithm for support vector machine via boundary sample selection
    Xia, JT
    He, MY
    Wang, YY
    Feng, Y
    PROCEEDINGS OF 2003 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS & SIGNAL PROCESSING, PROCEEDINGS, VOLS 1 AND 2, 2003, : 20 - 22
  • [3] Fast and Communication-Efficient Algorithm for Distributed Support Vector Machine Training
    Dass, Jyotikrishna
    Sarin, Vivek
    Mahapatra, Rabi N.
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2019, 30 (05) : 1065 - 1076
  • [4] A fast parallel optimization for training support vector machine
    Dong, JX
    Krzyzak, A
    Suen, CY
    MACHINE LEARNING AND DATA MINING IN PATTERN RECOGNITION, PROCEEDINGS, 2003, 2734 : 96 - 105
  • [5] Selecting data for fast support vector machine training
    Wang, Jigang
    Neskovic, Predrag
    Cooper, Leon N.
    TRENDS IN NEURAL COMPUTATION, 2007, 35 : 61 - +
  • [6] A fast SMO training algorithm for support vector regression
    Zhang, HR
    Wang, XD
    Zhang, CJ
    Xu, XL
    ADVANCES IN NATURAL COMPUTATION, PT 1, PROCEEDINGS, 2005, 3610 : 221 - 224
  • [7] A New Support Vector Machine Algorithm with Scalable Penalty Coefficients for Training Samples
    Zhang, Jian
    Zou, Jun-Zhong
    Chen, Lan-Lan
    Wang, Chunmei
    Wang, Min
    ADVANCES IN COGNITIVE NEURODYNAMICS (II), 2011, : 647 - 651
  • [8] A divisional incremental training algorithm of Support Vector Machine
    Zhang, Jianpei
    Li, Zhongwei
    Yang, Jing
    2005 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATIONS, VOLS 1-4, CONFERENCE PROCEEDINGS, 2005, : 853 - 856
  • [9] Efficient Support Vector Machine Training Algorithm on GPUs
    Shi, Jiashuai
    Wen, Zeyi
    He, Bingsheng
    Chen, Jian
    THIRTY-SECOND AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTIETH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / EIGHTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2018, : 8157 - 8158
  • [10] New approach to training support vector machine
    Tang Faming
    Journal of Systems Engineering and Electronics, 2006, (01) : 200 - 205
12345