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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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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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