R Toolbox for Unsupervised Spectral Clustering

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Documentation for package ‘sClust’ version 1.0

• DESCRIPTION file.

Help Pages

checking.gram.similarityMatrix	Gram similarity matrix checker
compute.kclust	Gram similarity matrix checker
compute.kclust2	K clust compute selection V2
compute.laplacian.NJW	Gram similarity matrix checker
compute.nbCluster.gap	Recherche du nb de cluster par selon le critere du gap
compute.similarity.gaussien	Calcule matrice de similarite gaussienn
compute.similarity.ZP	Calcule matrice de similarite gaussienne selon Zelnik-Manor et Perona
fastClustering	Fast Spectral Clustering
fastMSC	Fast Multi-Level Spectral Clustering
HierarchicalClust	Hierarchical Clustering
HierarchicalSC	Hierarchical Spectral Clustering
kmeansQuantization	Data quantization
MSC	Multi-Level Spectral Clustering
PeronaFreemanSC	Bi-parted Spectral Clustering. Peronna and Freeman.
recursClust	Perform a multi level clustering
search.neighboor	Recherche du voisin num id le plus proche
ShiMalikSC	Bi-parted Spectral Clustering. Shi and Malik.
spectralPAM	Spectral-PAM clustering
UnormalizedSC	Unormalized Spectral Clustering Ng.
VonLuxburgSC	Spectral Clustering based on the Von Luxburg algorithm