Complex Networks PDF Download
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Author | : Vito Latora |
Publisher | : Cambridge University Press |
Total Pages | : 585 |
Release | : 2017-09-28 |
Genre | : Computers |
ISBN | : 1107103185 |
Download Complex Networks Book in PDF, ePub and Kindle
A comprehensive introduction to the theory and applications of complex network science, complete with real-world data sets and software tools.
Author | : Hocine Cherifi |
Publisher | : Springer Nature |
Total Pages | : 1047 |
Release | : 2019-11-26 |
Genre | : Technology & Engineering |
ISBN | : 3030366839 |
Download Complex Networks and Their Applications VIII Book in PDF, ePub and Kindle
This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students, and practitioners a unique update on the latest advances in theory and a multitude of applications. It presents the peer-reviewed proceedings of the Eighth International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2019), which took place in Lisbon, Portugal, on December 10–12, 2019. The carefully selected papers cover a wide range of theoretical topics such as network models and measures; community structure, and network dynamics; diffusion, epidemics, and spreading processes; resilience and control as well as all the main network applications, including social and political networks; networks in finance and economics; biological and neuroscience networks; and technological networks.
Author | : Alain Barrat |
Publisher | : Cambridge University Press |
Total Pages | : 361 |
Release | : 2012-10-11 |
Genre | : Science |
ISBN | : 9781107626256 |
Download Dynamical Processes on Complex Networks Book in PDF, ePub and Kindle
The availability of large data sets have allowed researchers to uncover complex properties such as large scale fluctuations and heterogeneities in many networks which have lead to the breakdown of standard theoretical frameworks and models. Until recently these systems were considered as haphazard sets of points and connections. Recent advances have generated a vigorous research effort in understanding the effect of complex connectivity patterns on dynamical phenomena. For example, a vast number of everyday systems, from the brain to ecosystems, power grids and the Internet, can be represented as large complex networks. This new and recent account presents a comprehensive explanation of these effects.
Author | : Fernando Vega-Redondo |
Publisher | : Cambridge University Press |
Total Pages | : 316 |
Release | : 2007-01-08 |
Genre | : Business & Economics |
ISBN | : 9780521674096 |
Download Complex Social Networks Book in PDF, ePub and Kindle
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Author | : Guido Caldarelli |
Publisher | : Oxford University Press |
Total Pages | : 136 |
Release | : 2016-11-10 |
Genre | : Science |
ISBN | : 0191024023 |
Download Data Science and Complex Networks Book in PDF, ePub and Kindle
This book provides a comprehensive yet short description of the basic concepts of Complex Network theory. In contrast to other books the authors present these concepts through real case studies. The application topics span from Foodwebs, to the Internet, the World Wide Web and the Social Networks, passing through the International Trade Web and Financial time series. The final part is devoted to definition and implementation of the most important network models. The text provides information on the structure of the data and on the quality of available datasets. Furthermore it provides a series of codes to allow immediate implementation of what is theoretically described in the book. Readers already used to the concepts introduced in this book can learn the art of coding in Python by using the online material. To this purpose the authors have set up a dedicated web site where readers can download and test the codes. The whole project is aimed as a learning tool for scientists and practitioners, enabling them to begin working instantly in the field of Complex Networks.
Author | : Maarten van Steen |
Publisher | : Maarten Van Steen |
Total Pages | : 285 |
Release | : 2010 |
Genre | : Graph theory |
ISBN | : 9789081540612 |
Download Graph Theory and Complex Networks Book in PDF, ePub and Kindle
This book aims to explain the basics of graph theory that are needed at an introductory level for students in computer or information sciences. To motivate students and to show that even these basic notions can be extremely useful, the book also aims to provide an introduction to the modern field of network science. Mathematics is often unnecessarily difficult for students, at times even intimidating. For this reason, explicit attention is paid in the first chapters to mathematical notations and proof techniques, emphasizing that the notations form the biggest obstacle, not the mathematical concepts themselves. This approach allows to gradually prepare students for using tools that are necessary to put graph theory to work: complex networks. In the second part of the book the student learns about random networks, small worlds, the structure of the Internet and the Web, peer-to-peer systems, and social networks. Again, everything is discussed at an elementary level, but such that in the end students indeed have the feeling that they: 1.Have learned how to read and understand the basic mathematics related to graph theory. 2.Understand how basic graph theory can be applied to optimization problems such as routing in communication networks. 3.Know a bit more about this sometimes mystical field of small worlds and random networks. There is an accompanying web site www.distributed-systems.net/gtcn from where supplementary material can be obtained, including exercises, Mathematica notebooks, data for analyzing graphs, and generators for various complex networks.
Author | : Albert-László Barabási |
Publisher | : Cambridge University Press |
Total Pages | : 477 |
Release | : 2016-07-21 |
Genre | : Computers |
ISBN | : 1107076269 |
Download Network Science Book in PDF, ePub and Kindle
Illustrated throughout in full colour, this pioneering text is the only book you need for an introduction to network science.
Author | : Matthias Dehmer |
Publisher | : Springer Science & Business Media |
Total Pages | : 493 |
Release | : 2010-10-14 |
Genre | : Mathematics |
ISBN | : 0817647899 |
Download Structural Analysis of Complex Networks Book in PDF, ePub and Kindle
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 | : Romualdo Pastor-Satorras |
Publisher | : Springer Science & Business Media |
Total Pages | : 232 |
Release | : 2003-08-08 |
Genre | : Science |
ISBN | : 9783540403722 |
Download Statistical Mechanics of Complex Networks Book in PDF, ePub and Kindle
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 | : Piet van Mieghem |
Publisher | : Cambridge University Press |
Total Pages | : 363 |
Release | : 2010-12-02 |
Genre | : Technology & Engineering |
ISBN | : 1139492276 |
Download Graph Spectra for Complex Networks Book in PDF, ePub and Kindle
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.