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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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bextend0.m
boundary extension for an image with black pixels
- 2011-02-23 17:17:29下载
- 积分:1
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Isomap
说明: Isomap流形降维算法,包括了一个瑞士卷生成数据,dijk距离算法。(Dimensionality reduction algorithm Isomap manifold, including the formation of a Swiss roll data, dijk distance algorithm.)
- 2011-04-13 22:14:51下载
- 积分:1
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svm_smo
基于SMO优化算法的SVM分类程序,显示判别函数值及分类结果(SMO optimization algorithm based on SVM classification program that displays the results of the discriminant function values and classification)
- 2014-10-09 09:06:39下载
- 积分:1
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qiufun
小波包分析提取振动信号中的特征频率,有较好的参考价值,相关分析过程的matlab方法。( Wavelet packet analysis to extract vibration signal characteristic frequency, There are good reference value, Correlation analysis process matlab method.)
- 2016-05-20 20:08:18下载
- 积分:1
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1231234
简支梁受各种力综合作用的剪力,弯矩计算及图形绘制(By the comprehensive function of simply supported beam power of the shear and moment calculation and graphics)
- 2012-04-06 10:09:07下载
- 积分:1
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MPPT_OK
光伏MPPT最大功率跟踪仿真模型,很有参考价值的算法(Photovoltaic maximum power tracking of MPPT simulation model, the algorithm of great reference value)
- 2013-08-21 23:09:22下载
- 积分:1
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MobileMultiuserOFDMResAlloc
matlab coding for resource allocation
- 2012-08-17 01:33:32下载
- 积分:1
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汽车离合器仿真控制
matlab用simulink仿真离合器控制,有转速控制,接合控制,直接可以运行,结果良好!
- 2022-03-12 22:19:36下载
- 积分:1
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AforME
Block Matching Algorithms For Motion Estimation
- 2012-04-09 20:42:51下载
- 积分:1