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文件名称:FuzzyClusteringToolbox

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    2012-11-16
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使用matlab实现的各种聚类算法,其中包括具体例子进行详细说明。-The purpose of the development of this toolbox was to compile a continuously extensible, standard tool, which is useful for any MATLAB user for one s aim. In Chapter 1 of the downloadable related documentation one can find a theoretical introduction containing the theory of the algorithms, the definition of the validity measures and the tools of visualization, which help to understand the programmed MATLAB files. 



Chapter 2 deals with the exposition of the 

files and the descr iption of the particular algorithms, and they are illustrated with simple examples, while in Chapter 3 the whole 

Toolbox is tested on real data sets during the solution of three clustering problems: comparison and selection of algorithms estimating the optimal number of clusters and examining 

multidimensional data sets. 





About the Toolbox 



The Fuzzy Clustering and Data Analysis Toolbox is a collection of MATLAB functions. The toolbox provides five categories of functions: 



- Cluste
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下载文件列表

FuzzyClusteringToolbox/Demos/clusteringexamples/motorcycle/FCMcall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/motorcycle/GGcall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/motorcycle/GKcall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/motorcycle/Kmeanscall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/motorcycle/Kmedoidcall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/motorcycle/MotorCycle.txt
FuzzyClusteringToolbox/Demos/clusteringexamples/synthetic/FCMcall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/synthetic/GGcall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/synthetic/GKcall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/synthetic/Kmeanscall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/synthetic/Kmedoidcall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/synthetic/nDexample.m
FuzzyClusteringToolbox/Demos/clustevalexample/data2.txt
FuzzyClusteringToolbox/Demos/clustevalexample/evalexample.m
FuzzyClusteringToolbox/Demos/comparing/FCMcall.m
FuzzyClusteringToolbox/Demos/comparing/GGcall.m
FuzzyClusteringToolbox/Demos/comparing/GKcall.m
FuzzyClusteringToolbox/Demos/comparing/Kmeanscall.m
FuzzyClusteringToolbox/Demos/comparing/Kmedoidcall.m
FuzzyClusteringToolbox/Demos/comparing/modvalidity.m
FuzzyClusteringToolbox/Demos/comparing/nDexample.m
FuzzyClusteringToolbox/Demos/normexample/data3.txt
FuzzyClusteringToolbox/Demos/normexample/normexample.m
FuzzyClusteringToolbox/Demos/optnumber/modvalidity.m
FuzzyClusteringToolbox/Demos/optnumber/MotorCycle.txt
FuzzyClusteringToolbox/Demos/optnumber/optnumber.m
FuzzyClusteringToolbox/Demos/PCAexample/nDexample.m
FuzzyClusteringToolbox/Demos/PCAexample/PCAexample.m
FuzzyClusteringToolbox/Demos/projection/IRIS.MAT
FuzzyClusteringToolbox/Demos/projection/visual_call.m
FuzzyClusteringToolbox/Demos/projection/WINEDAT.TXT
FuzzyClusteringToolbox/Demos/projection/wisconsin.wk1
FuzzyClusteringToolbox/FUZZCLUST/clusteval.m
FuzzyClusteringToolbox/FUZZCLUST/clust_denormalize.m
FuzzyClusteringToolbox/FUZZCLUST/clust_normalize.m
FuzzyClusteringToolbox/FUZZCLUST/FCMclust.m
FuzzyClusteringToolbox/FUZZCLUST/FuzSam.m
FuzzyClusteringToolbox/FUZZCLUST/GGclust.m
FuzzyClusteringToolbox/FUZZCLUST/GKclust.m
FuzzyClusteringToolbox/FUZZCLUST/Kmeans.m
FuzzyClusteringToolbox/FUZZCLUST/Kmedoid.m
FuzzyClusteringToolbox/FUZZCLUST/nDexample.m
FuzzyClusteringToolbox/FUZZCLUST/PCA.m
FuzzyClusteringToolbox/FUZZCLUST/PROJEVAL.M
FuzzyClusteringToolbox/FUZZCLUST/SAMMON.M
FuzzyClusteringToolbox/FUZZCLUST/SAMSTR.M
FuzzyClusteringToolbox/FUZZCLUST/validity.m
FuzzyClusteringToolbox/FuzzyClusteringToolbox.pdf
FuzzyClusteringToolbox/loadFile.do.htm
FuzzyClusteringToolbox/loadFile.do_files/00th.png
FuzzyClusteringToolbox/loadFile.do_files/20th.png
FuzzyClusteringToolbox/loadFile.do_files/30th.png
FuzzyClusteringToolbox/loadFile.do_files/blue_band_536x5.gif
FuzzyClusteringToolbox/loadFile.do_files/bullet.gif
FuzzyClusteringToolbox/loadFile.do_files/Captcha.htm
FuzzyClusteringToolbox/loadFile.do_files/cmnty1.css
FuzzyClusteringToolbox/loadFile.do_files/doc.gif
FuzzyClusteringToolbox/loadFile.do_files/dots_rnav.gif
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FuzzyClusteringToolbox/loadFile.do_files/question.gif
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FuzzyClusteringToolbox/loadFile.do_files/site3.css
FuzzyClusteringToolbox/loadFile.do_files/spacer.gif
FuzzyClusteringToolbox/loadFile.do_files/submitfile.gif
FuzzyClusteringToolbox/loadFile.do_files/s_code.txt
FuzzyClusteringToolbox/loadFile.do_files/Thumbs.db
FuzzyClusteringToolbox/loadFile.do_files/xmlicon_30x12.gif
FuzzyClusteringToolbox/Demos/clusteringexamples/motorcycle
FuzzyClusteringToolbox/Demos/clusteringexamples/synthetic
FuzzyClusteringToolbox/Demos/clusteringexamples
FuzzyClusteringToolbox/Demos/clustevalexample
FuzzyClusteringToolbox/Demos/comparing
FuzzyClusteringToolbox/Demos/normexample
FuzzyClusteringToolbox/Demos/optnumber
FuzzyClusteringToolbox/Demos/PCAexample
FuzzyClusteringToolbox/Demos/projection
FuzzyClusteringToolbox/Demos
FuzzyClusteringToolbox/FUZZCLUST
FuzzyClusteringToolbox/loadFile.do_files
FuzzyClusteringToolbox

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