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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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Nios
学习Nios的非常好的资料—复旦Nios教材,适合初学者学习使用(Learn the Nios very good information- Fudan Nios materials, suitable for beginners to learn to use)
- 2012-05-10 17:26:59下载
- 积分:1
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C-LANGUAGE
C语言教程讲义(谭浩强).pdf初学者必须要看的讲义(C language tutorial notes (Tan Haojiang). PDF beginners must see notes
)
- 2014-09-23 15:12:59下载
- 积分:1
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PROGRAMMING-GEOPHYSICS
说明: 地球物理学中的C++编程,pdf版本的,经典书籍~(Geophysics in the C++ programming, pdf version of the classic book ~)
- 2010-04-27 14:57:31下载
- 积分:1
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PDS-Pipe
采用ANSYS软件的APDL语言编写的两个命令流文件,用于计算含缺陷管道的失效概率,将参数稍作改动,可用于其它结构的可靠性分析(using ANSYS APDL preparation of the two documents order flow, used in the calculation of pipeline containing defects failure probability of parameters minor modifications, can be used for other structural reliability analysis)
- 2021-04-19 08:48:51下载
- 积分:1
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droid-sans-mono
android font droid sans mono, developed by google.(remote desktop viewer for linux. efficient and usable.)
- 2017-08-30 07:05:56下载
- 积分:1
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JanErikSolem.ProgrammingComputerVision
说明: Programming Computer Vision with Python
by Jan Erik Solem
- 2019-02-06 15:40:06下载
- 积分:1
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Control Systems Engineering 7th Edition 2015
control system engineering ogata
- 2020-06-18 22:00:01下载
- 积分:1
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aybook_cn_wibnfdssghf0707
说明: winhex教程,讲述数据恢复的原理和方法。(winhex tutorial about data recovery principle and method.)
- 2008-09-04 09:02:07下载
- 积分:1
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SMART GRID 2.pptx
说明: SMART GRID SYSTEM FOR PS
- 2020-06-19 18:46:34下载
- 积分:1