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MULTIDIMENSIONAL SCALING in matlab by Mark Steyvers 1999
%needs optimization toolbox
%Modified by Bruce Land
%--Data via globals to anaylsis programs
%--3D plotting with color coded groups
%--Mapping of MDS space to spike train temporal p
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一个计算多维定标(MDS)的matlab源代码,用于高维数据的维数约减,A calculation of multidimensional scaling (MDS) of the matlab source code for the high-dimensional data, dimensionality reduction
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这是一个MATLAB工具箱包括32个降维程序,主要包括 pca,lda,MDS等十几个程序包,对于图像处理非常具有参考价值- ,This Matlab toolbox implements 32 techniques for dimensionality reduction. These techniques are all available through the COMPUTE_MAPPING function or trhough the GUI. The following techn
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MultiDimensional scaling
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Estimating the positions of sensor nodes is a fundamental and
crucial problem in ad hoc wireless sensor networks (WSNs).
In this paper, an accurate node localization method for WSNs
is devised based on the weighted least squares technique with
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Matlab针对各种数据预处理的降维方法,源码集合。-Currently, the Matlab Toolbox for Dimensionality Reduction contains the following techniques:
Principal Component Analysis (PCA)
Probabilistic PCA
Factor Analysis (FA)
Sammon mapping
Lin
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此代码为多为尺度变换(MDS)MATLAB代码的实现-This code is a multidimensional scaling (MDS) MATLAB code implementations
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用于降维的matlab工具包,包括PCA,LDA,LLE,等-Matlab Toolbox for Dimensionality Reduction
Principal Component Analysis (PCA)
Probabilistic PCA
Factor Analysis (FA)
Classical multidimensional scaling (MDS)
Sammon mapping
Linear Discriminant Analysis (LDA
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