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KPCA_RVM
关于关联向量机应用的最新文献!
提出了一种核主元分析(KPCA)和关联向量机(RVM)相结合的组合建模方法。KPCA-RVM采用KPCA对原始自变量进行非线性变换并提取主成分,形成特征自变量 采用RVM,对KPCA变换后的样本数据进行回归建模,并根据模型的预报能力自适应的确定参与回归的最佳特征变量个数,消除冗余信息干扰,获得强非线性表达能力且预报性能良好的模型。并将KPCA-RVM应用于PTA装置对羧基苯甲醛(4-CBA)含量的软测量建模,结果表明该方法预测精度高于PCA-RVM和RVM。(A novel modeling method integrated KPCA with RVM was proposed. The kernel primary component analysis (KPCA) was employed to identify the principal components from the nonlinear transform data of independent variables, which were regarded as character variables. Regression between character variables and dependent variables was done based on RVM, and the optimal number of the character variables was adaptively determined according to the generalization performance of the regression model. Thus, KPCA-RVM meth...)
- 2020-06-29 05:40:01下载
- 积分:1
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WIN32API
win32编程中常用的API,对于学些WIN32编程非常有用(win32 programm API datasheet, it is very useful for developer of win32)
- 2010-02-10 00:03:04下载
- 积分:1
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PrinciplesOfCtCh1
How to work with Computer Tomography scans.
- 2010-02-19 16:09:34下载
- 积分:1
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LMI02_ekolab
information very interesting
- 2013-05-17 03:50:53下载
- 积分:1
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tingdownload-master
从百度上下载音乐的脚本,需要用到python2.x的库。(download music from music.baidu.com)
- 2013-12-05 19:04:01下载
- 积分:1
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about_ISO14443
iso14443的相关信息介绍。适合入门的朋友。(ISO14443 introduce the relevant information. Suitable for entry-friend.)
- 2007-12-16 19:34:41下载
- 积分:1
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IDLandpplicationofvisualanalysis
说明: IDL可视化分析与应用(随书程序) 西北工业大学出版 (IDL and application of visual analysis)
- 2010-04-23 23:51:28下载
- 积分:1
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Winger-Ville
Wigner-ville函数的ppt教程,可应用于信号的处理(Ppt tutorials Wigner-ville function can be applied to signal processing)
- 2013-12-07 17:56:14下载
- 积分:1
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microwaveandsatellitecommunications
微波与卫星通信课件(ppt)第一章节第二章第三章第四章第五章第六章第七章
(Microwave and satellite communications Courseware (ppt) Chapter II the first chapter Chapter III Chapter IV Chapter V Chapter VI Chapter VII)
- 2007-11-26 17:56:41下载
- 积分:1
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99SE
本文介绍英文版PROTEL 99SE 如何加入汉字的方法,对PCB工程师帮助很大(This article describes how to join the English version of Chinese characters PROTEL 99SE method, the PCB engineer of great help to)
- 2009-10-06 17:01:52下载
- 积分:1