文件名称:SpectralClustering

  • 所属分类:
  • matlab例程
  • 资源属性:
  • [MacOS] [Matlab] [源码]
  • 上传时间:
  • 2013-03-06
  • 文件大小:
  • 11.28mb
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  • 0次
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  • 徐**
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基于谱聚类的新数据聚类算法,可用于一般的时间序列数据聚类及图像分割方面的应用,还包含相应的文章和算法说明。-Executes the spectral clustering algorithm defined by type on the adjacency matrix W and returns the k cluster indicator vectors as columns in C.
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下载文件列表





Bachelorarbeit.pdf

ImageSegmentation

.................\AllPonies

.................\.........\AllPonies.jpg

.................\.........\AllPonies_k2_N10.pdf

.................\.........\AllPonies_k35_N10.pdf

.................\.........\AllPonies_k5_N10.pdf

.................\Applejack

.................\.........\Applejack.jpg

.................\.........\Applejack.png

.................\.........\Applejack_k15_N10.pdf

.................\.........\Applejack_k2_N10.pdf

.................\Munich

.................\......\Munich_400.jpg

.................\......\Munich_400_k2_10N.pdf

.................\......\Munich_400_k4_10N_Rounded.pdf

.................\......\Munich_400_k4_10N_Unrounded.pdf

.................\......\Munich_80.jpg

.................\......\Munich_80_k2_10N_Rounded.pdf

.................\......\Munich_80_k2_10N_Unrounded.pdf

.................\PinkiePie

.................\.........\PinkiePie.jpg

.................\.........\PinkiePie.png

.................\.........\PinkiePie_k25_N10.pdf

.................\.........\PinkiePie_k2_N10.pdf

.................\.........\PinkiePie_k5_N10.pdf

.................\RainbowDash1

.................\............\RainbowDash.jpg

.................\............\RainbowDash.nld

.................\............\RainbowDash_k10_N25.pdf

.................\............\RainbowDash_k15_N25.pdf

.................\............\RainbowDash_k25_N10.pdf

.................\............\RainbowDash_k2_N25.pdf

.................\............\RainbowDash_k5_N25.pdf

.................\RunSegmentation.m

Main.m

Readme.txt

datasets

........\Abalone

........\.......\abalone.test.nld

........\.......\res

........\.......\...\abalone_clustered.csv

........\.......\...\abalone_simgraph.mat

........\Atom

........\....\atom.test.csv

........\....\res

........\....\...\atom_clustered.csv

........\....\...\atom_simgraph.mat

........\Banknotes

........\.........\banknoten_normed.nld

........\.........\banknoten_orig.nld

........\.........\res

........\.........\...\banknotes_clustered.csv

........\.........\...\banknotes_simgraph.mat

........\Chainlink

........\.........\chainlink.test.csv

........\.........\res

........\.........\...\chainlink_clustered.csv

........\.........\...\chainlink_simgraph.mat

........\Hepta

........\.....\hepta.test.csv

........\.....\res

........\.....\...\hepta_clustered.csv

........\.....\...\hepta_simgraph.mat

........\Parkinsons

........\..........\parkinsons.test.nld

........\..........\res

........\..........\...\res_Normal10_2.csv

........\..........\...\res_Normal12_2.csv

........\rainbowdash

........\...........\CreateDataset.m

........\...........\CreateDataset2.m

........\...........\rainbowdash_80.nld

........\...........\rainbow_ava.jpg

........\...........\rainbow_ava_80.jpg

........\...........\res

........\...........\...\rainbowdash_50_k2.png

........\...........\...\rainbowdash_65_k2.png

........\...........\...\rainbowdash_80_k2.png

........\TwoMoons

........\........\res

........\........\...\twomoon_clustered.csv

........\........\...\twomoon_simgraph.mat

........\........\twomoon-2d-50s.test.csv

........\........\twomoons_normalized.nld

files

.....\GUI

.....\...\funcs

.....\...\.....\convertClusterVector.m

.....\...\.....\getFuncs

.....\...\.....\........\getOpenDialog.m

.....\...\.....\........\getPlotMarkerSize.m

.....\...\.....\........\getPlotMarkerStyle.m

.....\...\.....\........\getPlotWindowSize.m

.....\...\.....\........\getSaveDialog.m

.....\...\.....\........\getSimGraphParam.m

.....\...\.....\normalizeData.m

.....\...\.....\openPlotFigure.m

.....\...\.....\plotFuncs

.....\...\.....\.........\plotCluster2D.m

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