Community Structure of Complex Networks

• Κύριος συγγραφέας: Shen, Hua-Wei (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Σειρά: Springer Theses, Recognizing Outstanding Ph.D. Research,
• Θέματα: Computer science.; Data mining.; Statistics.; Computer Science.; Data Mining and Knowledge Discovery.; Statistics, general.

Community structure is a salient structural characteristic of many real-world networks. Communities are generally hierarchical, overlapping, multi-scale and coexist with other types of structural regularities of networks. This poses major challenges for conventional methods of community detection. T...

Πίνακας περιεχομένων:

• Community structure: An Introduction
• Detecting the overlapping and hierarchical community structure in networks
• Multiscale community detection in networks with heterogeneous degree distributions
• Community structure and diffusion dynamics on networks
• Exploratory Analysis of the structural regularities in networks.