Structure In Complex Networks

Author : Ernesto Estrada
Publisher : Oxford University Press
Page : 478 pages
File Size : 43,8 Mb
Release : 2012
Category : Computers
ISBN : 9780199591756

Get Book

The Structure of Complex Networks by Ernesto Estrada Pdf

The book integrates approaches from mathematics, physics and computer sciences to analyse the organisation of complex networks. Every organisational principle of networks is defined, quantified and then analysed for its influences on the properties and functions of molecular, biological, ecological and social networks.

Author : Matthias Dehmer
Publisher : Springer Science & Business Media
Page : 493 pages
File Size : 52,9 Mb
Release : 2010-10-14
Category : Mathematics
ISBN : 9780817647896

Get Book

Structural Analysis of Complex Networks by Matthias Dehmer Pdf

Filling a gap in literature, this self-contained book presents theoretical and application-oriented results that allow for a structural exploration of complex networks. The work focuses not only on classical graph-theoretic methods, but also demonstrates the usefulness of structural graph theory as a tool for solving interdisciplinary problems. Applications to biology, chemistry, linguistics, and data analysis are emphasized. The book is suitable for a broad, interdisciplinary readership of researchers, practitioners, and graduate students in discrete mathematics, statistics, computer science, machine learning, artificial intelligence, computational and systems biology, cognitive science, computational linguistics, and mathematical chemistry. It may also be used as a supplementary textbook in graduate-level seminars on structural graph analysis, complex networks, or network-based machine learning methods.

Author : Hua-Wei Shen
Publisher : Springer Science & Business Media
Page : 128 pages
File Size : 48,5 Mb
Release : 2013-01-06
Category : Computers
ISBN : 9783642318214

Get Book

Community Structure of Complex Networks by Hua-Wei Shen Pdf

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. This book will comprehensively introduce the latest advances in community detection, especially the detection of overlapping and hierarchical community structures, the detection of multi-scale communities in heterogeneous networks, and the exploration of multiple types of structural regularities. These advances have been successfully applied to analyze large-scale online social networks, such as Facebook and Twitter. This book provides readers a convenient way to grasp the cutting edge of community detection in complex networks. The thesis on which this book is based was honored with the “Top 100 Excellent Doctoral Dissertations Award” from the Chinese Academy of Sciences and was nominated as the “Outstanding Doctoral Dissertation” by the Chinese Computer Federation.

Author : Anonim
Publisher : Unknown
Page : 128 pages
File Size : 44,6 Mb
Release : 2024-06-01
Category : Electronic
ISBN : 9789814475419

Get Book

Large Scale Structure and Dynamics of Complex Networks by Anonim Pdf

Author : Reuven Cohen,Shlomo Havlin
Publisher : Cambridge University Press
Page : 248 pages
File Size : 42,6 Mb
Release : 2010-07-08
Category : Science
ISBN : 0521841569

Get Book

Complex Networks by Reuven Cohen,Shlomo Havlin Pdf

Examining important results and analytical techniques, this graduate-level textbook is a step-by-step presentation of the structure and function of complex networks. Using a range of examples, from the stability of the internet to efficient methods of immunizing populations, and from epidemic spreading to how one might efficiently search for individuals, this textbook explains the theoretical methods that can be used, and the experimental and analytical results obtained in the study and research of complex networks. Giving detailed derivations of many results in complex networks theory, this is an ideal text to be used by graduate students entering the field. End-of-chapter review questions help students monitor their own understanding of the materials presented.

Author : Guanrong Chen,Xiaofan Wang,Xiang Li
Publisher : John Wiley & Sons
Page : 384 pages
File Size : 53,6 Mb
Release : 2015-06-29
Category : Computers
ISBN : 9781118718117

Get Book

Fundamentals of Complex Networks by Guanrong Chen,Xiaofan Wang,Xiang Li Pdf

Complex networks such as the Internet, WWW, transportation networks, power grids, biological neural networks, and scientific cooperation networks of all kinds provide challenges for future technological development. • The first systematic presentation of dynamical evolving networks, with many up-to-date applications and homework projects to enhance study • The authors are all very active and well-known in the rapidly evolving field of complex networks • Complex networks are becoming an increasingly important area of research • Presented in a logical, constructive style, from basic through to complex, examining algorithms, through to construct networks and research challenges of the future

Author : Guido Caldarelli
Publisher : World Scientific
Page : 264 pages
File Size : 45,5 Mb
Release : 2007
Category : Computers
ISBN : 9789812771681

Get Book

Large Scale Structure and Dynamics of Complex Networks by Guido Caldarelli Pdf

This book is the culmination of three years of research effort on a multidisciplinary project in which physicists, mathematicians, computer scientists and social scientists worked together to arrive at a unifying picture of complex networks. The contributed chapters form a reference for the various problems in data analysis visualization and modeling of complex networks.

Author : Romualdo Pastor-Satorras,Miguel Rubi,Albert Diaz-Guilera
Publisher : Springer Science & Business Media
Page : 232 pages
File Size : 51,6 Mb
Release : 2003-08-08
Category : Science
ISBN : 3540403728

Get Book

Statistical Mechanics of Complex Networks by Romualdo Pastor-Satorras,Miguel Rubi,Albert Diaz-Guilera Pdf

Networks can provide a useful model and graphic image useful for the description of a wide variety of web-like structures in the physical and man-made realms, e.g. protein networks, food webs and the Internet. The contributions gathered in the present volume provide both an introduction to, and an overview of, the multifaceted phenomenology of complex networks. Statistical Mechanics of Complex Networks also provides a state-of-the-art picture of current theoretical methods and approaches.

Author : Vito Latora,Vincenzo Nicosia,Giovanni Russo
Publisher : Cambridge University Press
Page : 585 pages
File Size : 44,8 Mb
Release : 2017-09-28
Category : Computers
ISBN : 9781107103184

Get Book

Complex Networks by Vito Latora,Vincenzo Nicosia,Giovanni Russo Pdf

A comprehensive introduction to the theory and applications of complex network science, complete with real-world data sets and software tools.

Author : Renaud Lambiotte,Michael T. Schaub
Publisher : Cambridge University Press
Page : 75 pages
File Size : 42,7 Mb
Release : 2022-01-31
Category : Science
ISBN : 1108733530

Get Book

Modularity and Dynamics on Complex Networks by Renaud Lambiotte,Michael T. Schaub Pdf

Complex networks are typically not homogeneous, as they tend to display an array of structures at different scales. A feature that has attracted a lot of research is their modular organisation, i.e., networks may often be considered as being composed of certain building blocks, or modules. In this Element, the authors discuss a number of ways in which this idea of modularity can be conceptualised, focusing specifically on the interplay between modular network structure and dynamics taking place on a network. They discuss, in particular, how modular structure and symmetries may impact on network dynamics and, vice versa, how observations of such dynamics may be used to infer the modular structure. They also revisit several other notions of modularity that have been proposed for complex networks and show how these can be related to and interpreted from the point of view of dynamical processes on networks.

Author : Jörg Reichardt
Publisher : Springer
Page : 151 pages
File Size : 46,8 Mb
Release : 2009-08-29
Category : Computers
ISBN : 3540879285

Get Book

Structure in Complex Networks by Jörg Reichardt Pdf

In the modern world of gigantic datasets, which scientists and practioners of all fields of learning are confronted with, the availability of robust, scalable and easy-to-use methods for pattern recognition and data mining are of paramount importance, so as to be able to cope with the avalanche of data in a meaningful way. This concise and pedagogical research monograph introduces the reader to two specific aspects - clustering techniques and dimensionality reduction - in the context of complex network analysis. The first chapter provides a short introduction into relevant graph theoretical notation; chapter 2 then reviews and compares a number of cluster definitions from different fields of science. In the subsequent chapters, a first-principles approach to graph clustering in complex networks is developed using methods from statistical physics and the reader will learn, that even today, this field significantly contributes to the understanding and resolution of the related statistical inference issues. Finally, an application chapter examines real-world networks from the economic realm to show how the network clustering process can be used to deal with large, sparse datasets where conventional analyses fail.

Author : Piet van Mieghem
Publisher : Cambridge University Press
Page : 363 pages
File Size : 42,5 Mb
Release : 2010-12-02
Category : Technology & Engineering
ISBN : 9781139492270

Get Book

Graph Spectra for Complex Networks by Piet van Mieghem Pdf

Analyzing the behavior of complex networks is an important element in the design of new man-made structures such as communication systems and biologically engineered molecules. Because any complex network can be represented by a graph, and therefore in turn by a matrix, graph theory has become a powerful tool in the investigation of network performance. This self-contained 2010 book provides a concise introduction to the theory of graph spectra and its applications to the study of complex networks. Covering a range of types of graphs and topics important to the analysis of complex systems, this guide provides the mathematical foundation needed to understand and apply spectral insight to real-world systems. In particular, the general properties of both the adjacency and Laplacian spectrum of graphs are derived and applied to complex networks. An ideal resource for researchers and students in communications networking as well as in physics and mathematics.

Author : Ginestra Bianconi
Publisher : Cambridge University Press
Page : 149 pages
File Size : 53,5 Mb
Release : 2021-12-23
Category : Mathematics
ISBN : 9781108726733

Get Book

Higher Order Networks: An Introduction to Simplicial Complexes by Ginestra Bianconi Pdf

This Element presents one of the most recent developments in network science in a highly accessible style. This Element will be of interest to interdisciplinary scientists working in network science, in addition to mathematicians working in discrete topology and geometry and physicists working in quantum gravity.

Author : Thilo Gross,Hiroki Sayama
Publisher : Springer Science & Business Media
Page : 340 pages
File Size : 43,7 Mb
Release : 2009-08-11
Category : Science
ISBN : 9783642012846

Get Book

Adaptive Networks by Thilo Gross,Hiroki Sayama Pdf

Adding one and one makes two, usually. But sometimes things add up to more than the sum of their parts. This observation, now frequently expressed in the maxim “more is different”, is one of the characteristic features of complex systems and, in particular, complex networks. Along with their ubiquity in real world systems, the ability of networks to exhibit emergent dynamics, once they reach a certain size, has rendered them highly attractive targets for research. The resulting network hype has made the word “network” one of the most in uential buzzwords seen in almost every corner of science, from physics and biology to economy and social sciences. The theme of “more is different” appears in a different way in the present v- ume, from the viewpoint of what we call “adaptive networks.” Adaptive networks uniquely combine dynamics on a network with dynamical adaptive changes of the underlying network topology, and thus they link classes of mechanisms that were previously studied in isolation. Here adding one and one certainly does not make two, but gives rise to a number of new phenomena, including highly robust se- organization of topology and dynamics and other remarkably rich dynamical beh- iors.

Author : Reuven Cohen,Shlomo Havlin
Publisher : Cambridge University Press
Page : 128 pages
File Size : 50,9 Mb
Release : 2010-07-08
Category : Science
ISBN : 9781139489270

Get Book

Complex Networks by Reuven Cohen,Shlomo Havlin Pdf

Examining important results and analytical techniques, this graduate-level textbook is a step-by-step presentation of the structure and function of complex networks. Using a range of examples, from the stability of the internet to efficient methods of immunizing populations, and from epidemic spreading to how one might efficiently search for individuals, this textbook explains the theoretical methods that can be used, and the experimental and analytical results obtained in the study and research of complex networks. Giving detailed derivations of many results in complex networks theory, this is an ideal text to be used by graduate students entering the field. End-of-chapter review questions help students monitor their own understanding of the materials presented.