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Issue No. 04 - July/August (2011 vol. 26)
ISSN: 1541-1672
pp: 48-53
Mojtaba Kohram , University of Cincinnati
Chunsheng (Victor) Fang , University of Cincinnati
Anca L. Ralescu , University of Cincinnati
ABSTRACT
<p>The temporal regression model for the dynamic graph link-prediction problem considered here rests on spectral graph theory and low-rank approximation for the graph Laplacian matrix.</p>
INDEX TERMS
intelligent systems, dynamic graph analysis, low-rank approximation, spectral methods, social networks, link prediction, statistical models, ARMA
CITATION
Mojtaba Kohram, Chunsheng (Victor) Fang, Anca L. Ralescu, "Spectral Regression with Low-Rank Approximation for Dynamic Graph Link Prediction", IEEE Intelligent Systems, vol. 26, no. , pp. 48-53, July/August 2011, doi:10.1109/MIS.2011.44
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