The Structure Of Complex Networks
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The Structure Of Complex Networks
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Author : Ernesto Estrada
language : en
Publisher: Oxford University Press
Release Date : 2012
The Structure Of Complex Networks written by Ernesto Estrada and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Computers categories.
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.
On The Structure Of Complex Networks
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Author : Daniel Grady
language : en
Publisher:
Release Date : 2013-07-17
On The Structure Of Complex Networks written by Daniel Grady and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-07-17 with Science categories.
Large-scale complex networks in natural, social, and technological systems exhibit an abundance of rich information, and extracting meaningful structural features from network data is one of the most challenging tasks in network theory. Nonetheless, understanding these networks is essential to explaining phenomena in transportation, epidemiology, sociology, economics, and other fields. This book presents three novel analyses of large-scale empirical networks. First, a comparison of two world-wide transportation systems reveals many statistical similarities despite extremely different operational and geographic constraints. Second, we develop a new method for determining geographic borders based on human mobility. Finally, we demonstrate how measuring networks in terms of shortest-path trees can identify a robust network skeleton, and its relevance in predicting dynamical processes. Hardcover available at http: //www.lulu.com/content/hardcover-book/on-the-structure-of-complex-networks/1398588
Fundamentals Of Complex Networks
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Author : Guanrong Chen
language : en
Publisher: John Wiley & Sons
Release Date : 2015-06-29
Fundamentals Of Complex Networks written by Guanrong Chen and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-06-29 with Computers categories.
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
Large Scale Structure And Dynamics Of Complex Networks
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Author : Guido Caldarelli
language : en
Publisher: World Scientific
Release Date : 2007
Large Scale Structure And Dynamics Of Complex Networks written by Guido Caldarelli and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Computers categories.
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.
The Structure Of Complex Networks
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Author :
language : en
Publisher:
Release Date :
The Structure Of Complex Networks written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with Network analysis (Planning) categories.
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 topologicalproperties 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 bookis 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.
Large Scale Structure And Dynamics Of Complex Networks
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Author :
language : en
Publisher:
Release Date :
Large Scale Structure And Dynamics Of Complex Networks written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Community Structure Of Complex Networks
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Author : Hua-Wei Shen
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-01-06
Community Structure Of Complex Networks written by Hua-Wei Shen and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-01-06 with Computers categories.
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.
Structure In Complex Networks
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Author : Jörg Reichardt
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-11-24
Structure In Complex Networks written by Jörg Reichardt and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-11-24 with Computers categories.
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.
Complex Networks
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Author : Reuven Cohen
language : en
Publisher: Cambridge University Press
Release Date : 2010-07-08
Complex Networks written by Reuven Cohen and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-07-08 with Science categories.
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.
Complex Networks
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Author : Reuven Cohen
language : en
Publisher:
Release Date : 2010
Complex Networks written by Reuven Cohen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with System analysis categories.
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.