The Structure of Complex Networks
Author | : Ernesto Estrada |
Publisher | : |
Total Pages | : 0 |
Release | : 2016-06-09 |
ISBN-10 | : 0198783809 |
ISBN-13 | : 9780198783800 |
Rating | : 4/5 (800 Downloads) |
Download or read book The Structure of Complex Networks written by Ernesto Estrada and published by . This book was released on 2016-06-09 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals with the analysis of the structure of complex networks by combining results from graph theory, physics, and pattern recognition. The book is divided into two parts. 11 chapters are dedicated to the development of theoretical tools for the structural analysis of networks, and 7chapters are illustrating, in a critical way, applications of these tools to real-world scenarios. The first chapters provide detailed coverage of adjacency and metric and topological properties of networks, followed by chapters devoted to the analysis of individual fragments and fragment-basedglobal invariants in complex networks. Chapters that analyse the concepts of communicability, centrality, bipartivity, expansibility and communities in networks follow. The second part of this book is devoted to the analysis of genetic, protein residue, protein-protein interaction, intercellular,ecological and socio-economic networks, including important breakthroughs as well as examples of the misuse of structural concepts.