Data and Codes from the paper "Characterizing cycle structure in complex networks"
The codes of three benchmark indices, degree, H-index and coreness, are from the reference "Lü, L., Zhou, T., Zhang, Q.M., Stanley, H.E., 2016b. The H-index of a network node and its relation to degree and coreness. Nat. Commun. 7, 10168" .
The 6 empirical network data come from the following references: 1. C. elegans: Rossi, R.A., Ahmed, N.K., 2015. The network data repository with interactive graph analytics and visualization, in: Twenty-Ninth AAAI Conference on Artificial Intelligence. AAAI Press, Austin, Texas, pp. 4292–4293. 2. Email: Guimerà, R., Danon, L., Díaz-Guilera, A., Giralt, F., Arenas, A., 2003. Self-similar community structure in a network of human interactions. Phys. Rev. E 68, 065103. 3. Jazz: Gleiser, P.M., Danon, L., 2003. Community structure in jazz. Adv. Complex Syst. 6, 565–573. 4. NS: Newman, M.E.J., 2006. Finding community structure in networks using the eigenvectors of matrices. Phys. Rev. E 74, 036104. 5. USAir: Batagelj, V., Mrvar, A., 2006. Pajek datasets [WWW Document]. URL http://vlado.fmf.uni-lj.si/pub/networks/data/. 6. Yeast: Jeong, H., Mason, S.P., Barabási, A.L., Oltvai, Z.N., 2001. Lethality and centrality in protein networks. Nature 411, 41–42.