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Matlabcodes-RobustPCA
Matlab codes for Robust PCA multivariate control chart(Robust PCA multivariate control chart mainly consists two steps:
Step1
Calculates the robust mean and the robust
covariance of original dataset using the
minimum covariance determinant (MCD).
In MCD technique, finding a subset
containing half of the data such that its
covariance matrix has the lowest determinant, then using this subset to
calculate the robust mean and the robust
covariance matrix (Hubert, Rousseeuw, &
Branden, 2005)
Step2
Standardize data using robust mean and
robust standard deviation from Step1.
Apply PCA analysis, calculate the principalcomponent score matrix Y=ZA, where Z is the robust standardized data matrix, and
A is p*p matrix of eigenvectors (also called principalcomponents))
- 2009-11-11 08:07:04下载
- 积分:1
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myEqualizer
说明: 一个复数域的自适应盲信号均衡器的MATLAB例程(a complex field of adaptive equalizer Blind MATLAB routines)
- 2005-09-19 12:02:16下载
- 积分:1
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Galerkin
伽辽金有限元解微分方程源代码,带注释,初学者学习使用非常好(Galerkin finit element method )
- 2010-09-06 23:14:55下载
- 积分:1
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matrix_plot
根据已知的邻接矩阵画出对应的网络图,节点用蓝点表示,连接用线表示(According to the adjacency matrix of the known draw the corresponding network diagram, the node with the blue dot, and connected with lines)
- 2021-02-06 09:39:56下载
- 积分:1
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AddMatrix
用三元组表为结构,实现稀疏矩阵的加法并输出。(Achieve sparse matrix addition)
- 2014-02-19 19:59:00下载
- 积分:1
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clock
数据挖掘讲义第六章聚类分析,PDF文件大小约520K(Data mining handout Chapter 6 clustering analysis, PDF file size is about 520K)
- 2018-11-12 13:28:23下载
- 积分:1
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LS-SVMlab-Toolbox
最小二乘支持向量机工具想的设计,及其使用工具箱的指导手册。(The least squares support vector machine tool design think its use toolbox guidance manual.)
- 2013-01-16 20:36:33下载
- 积分:1
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RLFWD01
经过修改杨成林的《瑞雷波勘探》附录得到的瑞雷面波一维频散曲线(Yang Chenglin modified Rayleigh wave of " Rayleigh wave exploration in" Appendix obtain one-dimensional dispersion curves)
- 2020-09-13 09:47:59下载
- 积分:1
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bianjiecengxiangsijie
求边界层方程的相似解法,使用四阶四级经典龙格库塔方法推进,适用于平板边界层,绕楔形体边界层流动等(Seeking boundary layer equations similar solution, using fourth-order Runge-Kutta method to promote four classic for boundary layer around the wedge boundary layer flow, etc.)
- 2015-02-07 22:36:41下载
- 积分:1
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hermit
数值分析中运用matlab用hermit插值多项式逼近函数(Numerical analysis using matlab function hermit interpolation polynomial approximation)
- 2012-10-19 00:04:07下载
- 积分:1