| 基于核函数的在线序列ELM模型 |
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| 引用本文： | 杨乐,杨磊.基于核函数的在线序列ELM模型[J].纺织高校基础科学学报,2013(4):516-520. |
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| 作者姓名： | 杨乐 杨磊 |
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| 作者单位： | [1]西北大学数学系,陕西西安710069 [2]西北工业大学信息技术学院,陕西西安710129 |
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| 摘 要： | 采用在线序列ELM算法的基本思想，推导出基于核函数的具有在线序列学习模式的ELM算法．算法将黄等人提出的基于核函数的ELM模型与在线序列模式相结合，推导出在线序列模式下加核ELM输出函数模型．与原始ELM算法输出相比更简单且具有在线学习的能力．
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| 关 键 词： | 在线序列ELM算法 最小二乘法 ELM分类器 耘函数 |
Online sequence ELM model based on the kernel function |
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| YANG Le,YANG Lei.Online sequence ELM model based on the kernel function[J].Basic Sciences Journal of Textile Universities,2013(4):516-520. |
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| Authors: | YANG Le YANG Lei |
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| Affiliation: | 1. Department of Mathematics, NorthwestUmverslty, Xi＇an 710069, China 2. Department of Information technology,Northwest industry university,Xi＇an 710129,China) |
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| Abstract: | By use of the basic thought of online sequence ELM algorithm, based on kernel function online sequence learning mode of ELM algorithm was deduced. Combined sequence learning mode and ELM al- gorithm mode based on kernel function, deduced＂ online sequence kernel function output function model. Compared with original ELM algorithm it was moze simple in output function and has the ability of on- line learning. |
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| Keywords: | online sequence ELM algorithms least squares ELM classifier kernel function |
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