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 description 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

FuzzyClusteringToolbox
......................\Demos
......................\.....\clusteringexamples
......................\.....\..................\motorcycle
......................\.....\..................\..........\FCMcall.m
......................\.....\..................\..........\GGcall.m
......................\.....\..................\..........\GKcall.m
......................\.....\..................\..........\Kmeanscall.m
......................\.....\..................\..........\Kmedoidcall.m
......................\.....\..................\..........\MotorCycle.txt
......................\.....\..................\synthetic
......................\.....\..................\.........\FCMcall.m
......................\.....\..................\.........\GGcall.m
......................\.....\..................\.........\GKcall.m
......................\.....\..................\.........\Kmeanscall.m
......................\.....\..................\.........\Kmedoidcall.m
......................\.....\..................\.........\nDexample.m
......................\.....\clustevalexample
......................\.....\................\data2.txt
......................\.....\................\evalexample.m
......................\.....\comparing
......................\.....\.........\FCMcall.m
......................\.....\.........\GGcall.m
......................\.....\.........\GKcall.m
......................\.....\.........\Kmeanscall.m
......................\.....\.........\Kmedoidcall.m
......................\.....\.........\modvalidity.m
......................\.....\.........\nDexample.m
......................\.....\normexample
......................\.....\...........\data3.txt
......................\.....\...........\normexample.m
......................\.....\optnumber
......................\.....\.........\modvalidity.m
......................\.....\.........\MotorCycle.txt
......................\.....\.........\optnumber.m
......................\.....\PCAexample
......................\.....\..........\nDexample.m
......................\.....\..........\PCAexample.m
......................\.....\projection
......................\.....\..........\IRIS.MAT
......................\.....\..........\visual_call.m
......................\.....\..........\WINEDAT.TXT
......................\.....\..........\wisconsin.wk1
......................\FUZZCLUST
......................\.........\clusteval.m
......................\.........\clust_denormalize.m
......................\.........\clust_normalize.m
......................\.........\FCMclust.m
......................\.........\FuzSam.m
......................\.........\GGclust.m
......................\.........\GKclust.m
......................\.........\Kmeans.m
......................\.........\Kmedoid.m
......................\.........\nDexample.m
......................\.........\PCA.m
......................\.........\PROJEVAL.M
......................\.........\SAMMON.M
......................\.........\SAMSTR.M
......................\.........\validity.m
......................\FuzzyClusteringToolbox.pdf
......................\loadFile.do.htm
......................\loadFile.do_files
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