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Algebraic graph theory / Matrices / Singular value decomposition / Markov models / Multivariate statistics / Graph partition / Laplacian matrix / Eigenvalues and eigenvectors / Adjacency matrix / Algebra / Mathematics / Graph theory


The Principal Components Analysis of a Graph, and its Relationships to Spectral Clustering Marco Saerens1 , Francois Fouss1 , Luh Yen1 & Pierre Dupont2 1 Information Systems Research Unit, IAG, Universit´e catholique d
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Document Date: 2009-02-09 00:07:10

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File Size: 165,86 KB

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Oxford University Press / Addison-Wesley Publishing Company / Pitman Publishing Company / Neural Information Processing Systems / MIT Press / Monte Carlo Simulation / Gibbs Fields / Queues / /

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Belgium / /

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pence / JPY / /

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pattern recognition tool / performance computing / spectral clustering algorithm / computing / inner products / /

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Mathematical Association of America / Information Systems Research Unit / Department of Computing Science and Engineering / Oxford University / American Mathematical Society / MIT / American Society for Information Science / /

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Shi / Malik / /

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Markov model at time step t / Prime Minister / random walker / /

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Theory of Computing / /

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spectral clustering algorithm / machine learning / /

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