Röblitz, Susanna; Weber, Marcus - In: Advances in Data Analysis and Classification 7 (2013) 2, pp. 147-179
Given a row-stochastic matrix describing pairwise similarities between data objects, spectral clustering makes use of the eigenvectors of this matrix to perform dimensionality reduction for clustering in fewer dimensions. One example from this class of algorithms is the Robust Perron Cluster...