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A Hierarchical Clustering and Fixed-Layer Local Learning Based Support Vector Machine Algorithm for Large Scale Classification Problems

WU Guang-chao XIAO Fa-zhen XI Jian-qing YANG Xiao-wei HE Li-fang L(U) Hao-ran LIU Xiao-lan

东华大学学报（英文版）2012，Vol.29Issue(1)：46-50,5.

A Hierarchical Clustering and Fixed-Layer Local Learning Based Support Vector Machine Algorithm for Large Scale Classification Problems

WU Guang-chao ¹XIAO Fa-zhen ²XI Jian-qing ²YANG Xiao-wei ¹HE Li-fang ²L(U) Hao-ran ²LIU Xiao-lan²

作者信息

1. School of Computer Science and Engineering,South China University of Technology,Guangzhou 510641,China
2. Department of Mathematics,South China University of Technology,Guangzhou 510641,China
折叠

摘要

关键词

hierarchical clustering/local learning/large scale classification/support vector machine(SVM)

Key words

hierarchical clustering/local learning/large scale classification/support vector machine(SVM)

分类

信息技术与安全科学

引用本文复制引用

WU Guang-chao,XIAO Fa-zhen,XI Jian-qing,YANG Xiao-wei,HE Li-fang,L(U) Hao-ran,LIU Xiao-lan..A Hierarchical Clustering and Fixed-Layer Local Learning Based Support Vector Machine Algorithm for Large Scale Classification Problems[J].东华大学学报（英文版）,2012,29(1):46-50,5.

基金项目

National Natural Science Foundation of China(No.61070033) （No.61070033）

Fundamental Research Funds for the Central Universities,China(No.2012ZM0061) （No.2012ZM0061）

东华大学学报（英文版）

ISSN：1672-5220

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