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This is because the eigenvalues are normalized in a different way. In Expander_graph and apparently in this article, too, the largest eigenvalue is 1, and in Hoory et al. all eigenvalues are larger by a factor of d. ylloh (talk) 18:01, 10 March 2013 (UTC)