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Biological and social systems consist of myriad interacting units.
Spectral clustering and the high-dimensional stochastic blockmodel
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Relations between two sets of variates
Hotelling, H · 1936
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The rotation of eigenvectors by a perturbation
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Holland, P. W · 1983
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Spectral partitioning of random graphs
McSherry, F · 2001
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Estimation and prediction for stochastic blockstructures
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On spectral clustering: Analysis and an algorithm
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Clustering relational data using attribute and link information
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Restarted block Lanczos bidiagonalization methods
Baglama, J · 2006
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Fast low-rank modifications of the thin singular value decomposition
Brand, M · 2006
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Dynamic social network analysis using latent space models
Sarkar, P · 2006
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Model-based clustering for social networks
Handcock, M. S · 2007
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A spectral clustering approach to optimally combining numerical vectors with a modular network
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A tutorial on spectral clustering
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Integrated KL (K-means-Laplacian) clustering: A new clustering approach by combining attribute data and pairwise relations
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Graph embedding in vector spaces by node attribute statistics
Gibert, J · 2012
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User-friendly tail bounds for sums of random matrices
Tropp, J. A · 2012
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Imaging human connectomes at the macroscale
Craddock, R. C · 2013
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Spectral subspace clustering for graphs with feature vectors
Gunnemann, S · 2013
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Regularized spectral clustering under the degree-corrected stochastic blockmodel
Qin, T · 2013
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Community detection in networks with node attributes
Yang, J · 2013
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