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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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diveintopython-pdf-5.4
说明: dive into python book for linux
- 2019-03-10 12:49:11下载
- 积分:1
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scyther-w32-v1.1
Python配套使用资料,更直观的看到协议分析图,更好地学习。(Python supporting the use of data, see the protocol analysis more intuitive, better learning.
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- 2013-11-13 14:32:45下载
- 积分:1
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IDA.Pro.5.4help
ida的帮助文件,翻译成中文的,查函数很方便(ida' s help file, translated into Chinese, it is convenient search function)
- 2020-07-02 16:00:02下载
- 积分:1
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数据结构(C语言版)严蔚敏 第四版紫皮
说明: 数据结构、严蔚敏、课后习题、第四版紫色、电子书(Data structure, Fourth Edition, Yan Weimin, exercises after class)
- 2021-03-03 12:59:33下载
- 积分:1
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C++data
C++中级培训教材,中高级水平教材,值得一看(C++ Intermediate training materials, high-level teaching materials, worth a visit)
- 2007-12-25 00:13:28下载
- 积分:1
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IEEE802.11
该书籍详细介绍了802.11底层协议的相关算法机制,能够为802.11的底层协议改造提供最基础的技术支持。(The book details the underlying 802.11 protocol mechanisms related algorithms that can transform the underlying protocol for the 802.11-based technology to provide the best support.)
- 2011-01-06 15:06:14下载
- 积分:1
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the_articles_License_Plate_Recognition
车牌识别方面的一堆论文 - 知道大家如何在编程环境下识别车牌,让违章车辆无法遁形。(License Plate Recognition in a pile of papers- you know how to identify the license plates in programming environment, so that vehicles can not be Dunxing illegal.)
- 2009-12-29 10:57:09下载
- 积分:1
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eigenvalue
Matlab系列。特征值计算各类算法分析(Matlab series. Eigenvalue calculation analysis of the various algorithms)
- 2007-07-09 17:08:07下载
- 积分:1
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Machine-Learning-in-Action
机器学习实战中文版,基于Python语言,适合初学者(Machine Learning in Action(Python))
- 2016-06-10 23:41:37下载
- 积分:1