PDF-Spectralclusteringisessentiallyatwo-stageapproach,i.e.,manifoldlearnin

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2ifxiandxjareknearestneighbors0otherwisewhereistheparametertocontrolthespreadofneighborsTheLaplacianmatrixLiscomputedaccordingtoLDAwhereDisadiagonalmatrixwiththediagonalelementsasDiiPjAij

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