SpectralClustering

代码说明：

  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.)

文件列表：

Bachelorarbeit.pdf,4913098,2012-08-09
datasets
........\Abalone
........\.......\abalone.test.nld,397488,2012-03-02
........\.......\res
........\.......\...\abalone_clustered.csv,286375,2012-08-12
........\.......\...\abalone_simgraph.mat,939904,2012-08-12
........\Atom
........\....\atom.test.csv,32405,2012-03-01
........\....\res
........\....\...\atom_clustered.csv,22969,2012-08-12
........\....\...\atom_simgraph.mat,106179,2012-08-12
........\Banknotes
........\.........\banknoten_normed.nld,8509,2012-04-22
........\.........\banknoten_orig.nld,6367,2012-04-22
........\.........\res
........\.........\...\banknotes_clustered.csv,8909,2012-08-12
........\.........\...\banknotes_simgraph.mat,25949,2012-08-12
........\Chainlink
........\.........\chainlink.test.csv,40521,2012-03-01
........\.........\res
........\.........\...\chainlink_clustered.csv,28340,2012-08-12
........\.........\...\chainlink_simgraph.mat,52186,2012-08-12
........\Hepta
........\.....\hepta.test.csv,8529,2012-03-01
........\.....\res
........\.....\...\hepta_clustered.csv,5964,2012-08-12
........\.....\...\hepta_simgraph.mat,23792,2012-08-12
........\Parkinsons
........\..........\parkinsons.test.nld,32550,2012-04-28
........\..........\res
........\..........\...\res_Normal10_2.csv,35783,2012-05-01
........\..........\...\res_Normal12_2.csv,35783,2012-05-01
........\rainbowdash
........\...........\CreateDataset.m,761,2012-06-15
........\...........\CreateDataset2.m,1211,2012-06-15
........\...........\rainbowdash_80.nld,146675,2012-06-14


........\...........\res
........\...........\...\rainbowdash_50_k2.png
........\...........\...\rainbowdash_65_k2.png
........\...........\...\rainbowdash_80_k2.png
........\TwoMoons
........\........\res
........\........\...\twomoon_clustered.csv,266917,2012-08-12
........\........\...\twomoon_simgraph.mat,2257088,2012-08-12
........\........\twomoon-2d-50s.test.csv,449311,2012-03-08
........\........\twomoons_normalized.nld,236963,2012-08-12
files
.....\GUI
.....\...\funcs
.....\...\.....\convertClusterVector.m,346,2012-04-21
.....\...\.....\getFuncs
.....\...\.....\........\getOpenDialog.m,280,2012-04-24
.....\...\.....\........\getPlotMarkerSize.m,68,2012-04-21
.....\...\.....\........\getPlotMarkerStyle.m,73,2012-04-21
.....\...\.....\........\getPlotWindowSize.m,259,2012-05-04
.....\...\.....\........\getSaveDialog.m,282,2012-04-24
.....\...\.....\........\getSimGraphParam.m,548,2012-04-24
.....\...\.....\normalizeData.m,494,2012-04-22
.....\...\.....\openPlotFigure.m,324,2012-04-24
.....\...\.....\plotFuncs
.....\...\.....\.........\plotCluster2D.m,1059,2012-04-29
.....\...\.....\.........\plotCluster3D.m,1157,2012-04-24
.....\...\.....\.........\plotClusterMatrix.m,933,2012-04-29
.....\...\.....\.........\plotClusterStarCoordinates.m,1040,2012-05-03
.....\...\.....\.........\plotData2D.m,456,2012-04-21
.....\...\.....\.........\plotData3D.m,522,2012-04-21
.....\...\.....\.........\plotDataMatrix.m,555,2012-04-23
.....\...\.....\.........\plotDataStarCoordinates.m,789,2012-05-03
.....\...\.....\.........\plotSilhouette.m,565,2012-04-25
.....\...\.....\.........\plotSimGraph2D.m,2134,2012-05-01
.....\...\.....\.........\plotSimGraph3D.m,2511,2012-05-01
.....\...\.....\.........\plotSimGraphStarCoordinates.m,2505,2012-05-01
.....\...\.....\saveCurrentFigure.m,417,2012-04-24
.....\...\.....\setFuncs
.....\...\.....\........\setCurrentSimGraphProperties.m,472,2012-04-24
.....\...\.....\........\setPlotDimensionLists.m,627,2012-04-25
.....\...\.....\........\setSimGraphEdits.m,707,2012-04-24
.....\...\.....\toggleFuncs
.....\...\.....\...........\disableDataLoaded.m,405,2012-08-12
.....\...\.....\...........\enableDataClustered.m,296,2012-06-13
.....\...\.....\...........\enableDataLoaded.m,325,2012-08-12
.....\...\.....\...........\enableSimGraph.m,233,2012-04-24
.....\...\.....\...........\togglePlotClusteredData.m,259,2012-04-24
.....\...\.....\...........\togglePlotData.m,232,2012-04-24
.....\...\.....\...........\togglePlotSilhouette.m,250,2012-04-25
.....\...\.....\...........\togglePlotSimGraph.m,244,2012-04-24
.....\...\.....\updateDataInfo.m,337,2012-04-24
.....\...\.....\updateNormalized.m,486,2012-05-01
.....\...\.....\updateStatus.m,506,2012-04-29
.....\...\guiMain.fig,12425,2012-06-13
.....\...\guiMain.m,19908,2012-08-12
.....\...\setupGUI.m,3310,2012-08-12
.....\other
.....\.....\distEuclidean.m,400,2012-03-31
.....\.....\relativepath.m,2986,2011-11-10
.....\.....\simGaussian.m,424,2012-01-20
.....\SimilarityGraph