A FAST APPROACH TO THE DETECTION OF ALL-PURPOSE HUBS IN COMPLEX NETWORKS WITH CHEMICAL APPLICATIONS

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RAJTMAJER SARAH MICHELE; VUKICEVIC DAMIR

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

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Journal: Iranian Journal of Mathematical Chemistry Year:2010 | Volume:1 | Issue:2 Page(s): 81-96

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Information Journal Paper

Title

A FAST APPROACH TO THE DETECTION OF ALL-PURPOSE HUBS IN COMPLEX NETWORKS WITH CHEMICAL APPLICATIONS

Author(s)

RAJTMAJER SARAH MICHELE | VUKICEVIC DAMIR | Issue Writer Certificate

Keywords

CHEMICAL NETWORKSQ3

COMPLEX NETWORKSQ3

NETWORK HUBSQ3

VERTEX CENTRALITYQ3

Abstract

A novel algorithm for the fast detection of hubs in CHEMICAL NETWORKS is presented. The algorithm identifies a set of nodes in the network as most significant, aimed to be the most effective points of distribution for fast, widespread coverage throughout the system. We show that our hubs have in general greater closeness centrality and betweenness centrality than vertices with maximal degree, while having comparable or higher degree than vertices with greatest closeness centrality and betweenness centrality. As such, they serve as all-purpose NETWORK HUBS. Several theoretical and real world chemical and biological networks are tested and results are analyzed.

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APA: Copy

RAJTMAJER, SARAH MICHELE, & VUKICEVIC, DAMIR. (2010). A FAST APPROACH TO THE DETECTION OF ALL-PURPOSE HUBS IN COMPLEX NETWORKS WITH CHEMICAL APPLICATIONS. IRANIAN JOURNAL OF MATHEMATICAL CHEMISTRY, 1(2), 81-96. SID. https://sid.ir/paper/205607/en

Vancouver: Copy

RAJTMAJER SARAH MICHELE, VUKICEVIC DAMIR. A FAST APPROACH TO THE DETECTION OF ALL-PURPOSE HUBS IN COMPLEX NETWORKS WITH CHEMICAL APPLICATIONS. IRANIAN JOURNAL OF MATHEMATICAL CHEMISTRY[Internet]. 2010;1(2):81-96. Available from: https://sid.ir/paper/205607/en

IEEE: Copy

SARAH MICHELE RAJTMAJER, and DAMIR VUKICEVIC, “A FAST APPROACH TO THE DETECTION OF ALL-PURPOSE HUBS IN COMPLEX NETWORKS WITH CHEMICAL APPLICATIONS,” IRANIAN JOURNAL OF MATHEMATICAL CHEMISTRY, vol. 1, no. 2, pp. 81–96, 2010, [Online]. Available: https://sid.ir/paper/205607/en

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