Fast and efficient spectral clustering in matlab

The following Matlab project contains the source code and Matlab examples used for fast and efficient spectral clustering. SpectralClustering performs one of three spectral clustering algorithms (Unnormalized, Shi & Malik, Jordan & Weiss) on a given adjacency matrix.

The source code and files included in this project are listed in the project files section, please make sure whether the listed source code meet your needs there.

Project Files: 

File NameSize
Bachelorarbeit.pdf 4913098
abalone.test.nld 397488
abalone_clustered.csv 286375
abalone_simgraph.mat 939904
atom.test.csv 32405
atom_clustered.csv 22969
atom_simgraph.mat 106179
banknoten_normed.nld 8509
banknoten_orig.nld 6367
banknotes_clustered.csv 8909
banknotes_simgraph.mat 25949
chainlink.test.csv 40521
chainlink_clustered.csv 28340
chainlink_simgraph.mat 52186
hepta.test.csv 8529
hepta_clustered.csv 5964
hepta_simgraph.mat 23792
parkinsons.test.nld 32550
res_Normal10_2.csv 35783
res_Normal12_2.csv 35783
CreateDataset.m 761
CreateDataset2.m 1211
rainbowdash_80.nld 146675
rainbow_ava.jpg 26896
rainbow_ava_80.jpg 22049
rainbowdash_50_k2.png 859
rainbowdash_65_k2.png 953
rainbowdash_80_k2.png 984
twomoon_clustered.csv 266917
twomoon_simgraph.mat 2257088
twomoon-2d-50s.test.csv 449311
twomoons_normalized.nld 236963
convertClusterVector.m 346
getOpenDialog.m 280
getPlotMarkerSize.m 68
getPlotMarkerStyle.m 73
getPlotWindowSize.m 259
getSaveDialog.m 282
getSimGraphParam.m 548
normalizeData.m 494
openPlotFigure.m 324
plotCluster2D.m 1059
plotCluster3D.m 1157
plotClusterMatrix.m 933
plotClusterStarCoordinates.m 1040
plotData2D.m 456
plotData3D.m 522
plotDataMatrix.m 555
plotDataStarCoordinates.m 789
plotSilhouette.m 565
plotSimGraph2D.m 2134
plotSimGraph3D.m 2511
plotSimGraphStarCoordinates.m 2505
saveCurrentFigure.m 417
setCurrentSimGraphProperties.m 472
setPlotDimensionLists.m 627
setSimGraphEdits.m 707
disableDataLoaded.m 405
enableDataClustered.m 296
enableDataLoaded.m 325
enableSimGraph.m 233
togglePlotClusteredData.m 259
togglePlotData.m 232
togglePlotSilhouette.m 250
togglePlotSimGraph.m 244
updateDataInfo.m 337
updateNormalized.m 486
updateStatus.m 506
guiMain.fig 12425
guiMain.m 19908
setupGUI.m 3310
distEuclidean.m 400
relativepath.m 2986
simGaussian.m 424
SimGraph_Epsilon.m 1172
SimGraph_Full.m 551
SimGraph_NearestNeighbors.m 1914
SpectralClustering.m 2275
AllPonies.jpg 53955
AllPonies_k2_N10.pdf 5776
AllPonies_k35_N10.pdf 19145
AllPonies_k5_N10.pdf 10524
Applejack.jpg 215189
Applejack.png 347123
Applejack_k15_N10.pdf 32610
Applejack_k2_N10.pdf 10383
Munich_400.jpg 118067
Munich_400_k2_10N.pdf 5674
Munich_400_k4_10N_Rounded.pdf 9009
Munich_400_k4_10N_Unrounded.pdf 8996
Munich_80.jpg 20288
Munich_80_k2_10N_Rounded.pdf 3204
Munich_80_k2_10N_Unrounded.pdf 3203
PinkiePie.jpg 170871
PinkiePie.png 201620
PinkiePie_k25_N10.pdf 22772
PinkiePie_k2_N10.pdf 8520
PinkiePie_k5_N10.pdf 10672
RainbowDash.jpg 242399
RainbowDash.nld 41411650
RainbowDash_k10_N25.pdf 28013
RainbowDash_k15_N25.pdf 38813
RainbowDash_k25_N10.pdf 53200
RainbowDash_k2_N25.pdf 13488
RainbowDash_k5_N25.pdf 28219
RunSegmentation.m 2302
license.txt 1378
Main.m 535
Readme.txt 3826

SocialTags: 

Technology: 

IndustryTerm: