The Structure of Complex Networks: Theory and Applications

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Ernesto Estrada (Chair in Complexity Science, Chair in Complexity Science, Department of Mathematics and Statistics, Department of Physics, University of Strathclyde, Glasgow)

The Structure of Complex Networks

Theory and Applications

Ernesto Estrada (Chair in Complexity Science, Chair in Complexity Science, Department of Mathematics and Statistics, Department of Physics, University of Strathclyde, Glasgow)

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English

Oxford University Press
20 October 2011

Combinatorics & graph theory; Physics; Biochemistry; Computer science

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 7 chapters 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-based global 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.

By: Ernesto Estrada (Chair in Complexity Science Chair in Complexity Science Department of Mathematics and Statistics Department of Physics University of Strathclyde Glasgow)
Imprint: Oxford University Press
Country of Publication: United Kingdom
Dimensions: Height: 247mm, Width: 196mm, Spine: 49mm
Weight: 1g
ISBN: 9780199591756
ISBN 10: 019959175X
Pages: 478
Publication Date: 20 October 2011
Audience: Professional and scholarly , Undergraduate
Format: Hardback
Publisher's Status: Active

Ernesto Estrada obtained a PhD in Mathematical Chemistry from the Central University of Las Villas, Cuba in 1997 and completed post-doctoral studies at the University of Valencia, Spain and the Hebrew University of Jerusalem, Israel. In 2008 he was appointed Professor and Chair in Complexity Science at the Department of Mathematics and Statistics and the Department of Physics, University of Strathclyde, Glasgow, U.K. In 2005 he was elected fellow of the International Academy of Mathematical Chemistry (IAMC) and in 2007 he received the IAMC award as Outstanding Scientist for his multidisciplinary research in the field of complex networks. Estrada has published more than 140 scientific papers and has made seminal pioneering contributions in the areas of network matrix functions, communicability, bipartivity, subgraph centrality, generalised topological indices and the so-called Estrada index of a network.

Reviews for The Structure of Complex Networks: Theory and Applications

The Structure of Complex Networks by E. Estrada is a great book, written by an expert in this new and exciting field. Starting from basic concepts, it describes the most recent advancements in the field in an open and enjoyable way. I recommend this book to both beginners and practitioners as a valuable tool for their research. * Guido Caldarelli, ISC-CNR Rome, Italy * The book is intended for researchers, graduate and advanced undergraduate students in interdisciplinary areas such as bioinformatics, chemistry, chemometrics, graph theory, mathematical chemistry, medical informatics, network biology and systems biology. [...] The book is nicely written and its thematical composition is unique. Its interesting interplay between theory and practical problems makes it a 'must read' for all scientists who work in network science and who want to use graph theory to solve new problems. * Matthias Dehmer, MATCH Communications in Mathematical and in Computer Chemistry * The emphasis on structural analysis is unique in comparison to other more popular positions in the field. In comparison to other books recently published on this topic, whether general or very specialized, this book focuses on understanding and elaborates on topics with examples, making it useful even for undergraduate students ... thus, although the book has an inclination to natural sciences (mainly physics and biology), it is aimed at a general audience. * Piotr Cholda, Computing Reviews *