Propagation Dynamics On Complex Networks

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Propagation Dynamics on Complex Networks

Author : Xinchu Fu
Publisher : John Wiley & Sons
ISBN 13 : 1118762819
Total Pages : 273 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Propagation Dynamics on Complex Networks by : Xinchu Fu

Download or read book Propagation Dynamics on Complex Networks written by Xinchu Fu and published by John Wiley & Sons. This book was released on 2013-12-17 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explores the emerging subject of epidemic dynamics on complex networks, including theories, methods, and real-world applications Throughout history epidemic diseases have presented a serious threat to human life, and in recent years the spread of infectious diseases such as dengue, malaria, HIV, and SARS has captured global attention; and in the modern technological age, the proliferation of virus attacks on the Internet highlights the emergent need for knowledge about modeling, analysis, and control in epidemic dynamics on complex networks. For advancement of techniques, it has become clear that more fundamental knowledge will be needed in mathematical and numerical context about how epidemic dynamical networks can be modelled, analyzed, and controlled. This book explores recent progress in these topics and looks at issues relating to various epidemic systems. Propagation Dynamics on Complex Networks covers most key topics in the field, and will provide a valuable resource for graduate students and researchers interested in network science and dynamical systems, and related interdisciplinary fields. Key Features: Includes a brief history of mathematical epidemiology and epidemic modeling on complex networks. Explores how information, opinion, and rumor spread via the Internet and social networks. Presents plausible models for propagation of SARS and avian influenza outbreaks, providing a reality check for otherwise abstract mathematical modeling. Considers various infectivity functions, including constant, piecewise-linear, saturated, and nonlinear cases. Examines information transmission on complex networks, and investigates the difference between information and epidemic spreading.

Network mining and propagation dynamics analysis

Author : Xuzhen Zhu
Publisher : Frontiers Media SA
ISBN 13 : 2832516149
Total Pages : 209 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Network mining and propagation dynamics analysis by : Xuzhen Zhu

Download or read book Network mining and propagation dynamics analysis written by Xuzhen Zhu and published by Frontiers Media SA. This book was released on 2023-03-01 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Dynamics of Complex Interconnected Systems: Networks and Bioprocesses

Author : Arne T. Skjeltorp
Publisher : Springer Science & Business Media
ISBN 13 : 1402050305
Total Pages : 222 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Dynamics of Complex Interconnected Systems: Networks and Bioprocesses by : Arne T. Skjeltorp

Download or read book Dynamics of Complex Interconnected Systems: Networks and Bioprocesses written by Arne T. Skjeltorp and published by Springer Science & Business Media. This book was released on 2006-12-22 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews the synergism between various fields of research that are confronted with networks, such as genetic and metabolic networks, social networks, the Internet and ecological systems. In many cases, the interacting networks manifest so-called emergent properties that are not possessed by any of the individual components. Knowledge gained from the study of complex non-biological systems can be applied to the intricate braided relationships that govern cellular functions.

Evolutionary Dynamics of Complex Communications Networks

Author : Vasileios Karyotis
Publisher : CRC Press
ISBN 13 : 1466518413
Total Pages : 297 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Evolutionary Dynamics of Complex Communications Networks by : Vasileios Karyotis

Download or read book Evolutionary Dynamics of Complex Communications Networks written by Vasileios Karyotis and published by CRC Press. This book was released on 2013-10-14 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Until recently, most network design techniques employed a bottom-up approach with lower protocol layer mechanisms affecting the development of higher ones. This approach, however, has not yielded fascinating results in the case of wireless distributed networks. Addressing the emerging aspects of modern network analysis and design, Evolutionary Dyna

Malware Diffusion Models for Modern Complex Networks

Author : Vasileios Karyotis
Publisher : Morgan Kaufmann
ISBN 13 : 0128027169
Total Pages : 324 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Malware Diffusion Models for Modern Complex Networks by : Vasileios Karyotis

Download or read book Malware Diffusion Models for Modern Complex Networks written by Vasileios Karyotis and published by Morgan Kaufmann. This book was released on 2016-02-02 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Malware Diffusion Models for Wireless Complex Networks: Theory and Applications provides a timely update on malicious software (malware), a serious concern for all types of network users, from laymen to experienced administrators. As the proliferation of portable devices, namely smartphones and tablets, and their increased capabilities, has propelled the intensity of malware spreading and increased its consequences in social life and the global economy, this book provides the theoretical aspect of malware dissemination, also presenting modeling approaches that describe the behavior and dynamics of malware diffusion in various types of wireless complex networks. Sections include a systematic introduction to malware diffusion processes in computer and communications networks, an analysis of the latest state-of-the-art malware diffusion modeling frameworks, such as queuing-based techniques, calculus of variations based techniques, and game theory based techniques, also demonstrating how the methodologies can be used for modeling in more general applications and practical scenarios. Presents a timely update on malicious software (malware), a serious concern for all types of network users, from laymen to experienced administrators Systematically introduces malware diffusion processes, providing the relevant mathematical background Discusses malware modeling frameworks and how to apply them to complex wireless networks Provides guidelines and directions for extending the corresponding theories in other application domains, demonstrating such possibility by using application models in information dissemination scenarios

Social Computing with Artificial Intelligence

Author : Xun Liang
Publisher : Springer Nature
ISBN 13 : 9811577609
Total Pages : 289 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Social Computing with Artificial Intelligence by : Xun Liang

Download or read book Social Computing with Artificial Intelligence written by Xun Liang and published by Springer Nature. This book was released on 2020-09-16 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive introduction to the application of artificial intelligence in social computing, from fundamental data processing to advanced social network computing. To broaden readers’ understanding of the topics addressed, it includes extensive data and a large number of charts and references, covering theories, techniques and applications. It particularly focuses on data collection, data mining, artificial intelligence algorithms in social computing, and several key applications of social computing application, and also discusses network propagation mechanisms and dynamic analysis, which provide useful insights into how information is disseminated in online social networks. This book is intended for readers with a basic knowledge of advanced mathematics and computer science.

Modularity and Dynamics on Complex Networks

Author : Renaud Lambiotte
Publisher : Cambridge University Press
ISBN 13 : 1108808654
Total Pages : 102 pages
Book Rating : 4.1/5 (88 download)

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Book Synopsis Modularity and Dynamics on Complex Networks by : Renaud Lambiotte

Download or read book Modularity and Dynamics on Complex Networks written by Renaud Lambiotte and published by Cambridge University Press. This book was released on 2022-02-03 with total page 102 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Fundamentals of Complex Networks

Author : Guanrong Chen
Publisher : John Wiley & Sons
ISBN 13 : 1118718119
Total Pages : 384 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Fundamentals of Complex Networks by : Guanrong Chen

Download or read book Fundamentals of Complex Networks written by Guanrong Chen and published by John Wiley & Sons. This book was released on 2015-06-29 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Understanding Complex Ecosystem Dynamics

Author : William S. Yackinous
Publisher : Academic Press
ISBN 13 : 0128020636
Total Pages : 436 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Understanding Complex Ecosystem Dynamics by : William S. Yackinous

Download or read book Understanding Complex Ecosystem Dynamics written by William S. Yackinous and published by Academic Press. This book was released on 2015-06-03 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding Complex Ecosystem Dynamics: A Systems and Engineering Perspective takes a fresh, interdisciplinary perspective on complex system dynamics, beginning with a discussion of relevant systems and engineering skills and practices, including an explanation of the systems approach and its major elements. From this perspective, the author formulates an ecosystem dynamics functionality-based framework to guide ecological investigations. Next, because complex system theory (across many subject matter areas) is crucial to the work of this book, relevant network theory, nonlinear dynamics theory, cellular automata theory, and roughness (fractal) theory is covered in some detail. This material serves as an important resource as the book proceeds. In the context of all of the foregoing discussion and investigation, a view of the characteristics of ecological network dynamics is constructed. This view, in turn, is the basis for the central hypothesis of the book, i.e., ecological networks are ever-changing networks with propagation dynamics that are punctuated, local-to-global, and perhaps most importantly fractal. To analyze and fully test this hypothesis, an innovative ecological network dynamics model is defined, designed, and developed. The modeling approach, which seeks to emulate features of real-world ecological networks, does not make a priori assumptions about ecological network dynamics, but rather lets the dynamics develop as the model simulation runs. Model analysis results corroborate the central hypothesis. Additional important insights and principles are suggested by the model analysis results and by the other supporting investigations of this book – and can serve as a basis for going-forward complex system dynamics research, not only for ecological systems but for complex systems in general. Provides a fresh interdisciplinary perspective, offers a broad integrated development, and contains many new ideas Clearly explains the elements of the systems approach and applies them throughout the book Takes on the challenging and open issues of complex system network dynamics Develops and utilizes a new, innovative ecosystem dynamics modeling approach Contains over 135 graphic illustrations to help the reader visualize and understand important concepts

The Structure and Dynamics of Networks

Author : Mark Newman
Publisher : Princeton University Press
ISBN 13 : 1400841356
Total Pages : 593 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis The Structure and Dynamics of Networks by : Mark Newman

Download or read book The Structure and Dynamics of Networks written by Mark Newman and published by Princeton University Press. This book was released on 2011-10-23 with total page 593 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the Internet to networks of friendship, disease transmission, and even terrorism, the concept--and the reality--of networks has come to pervade modern society. But what exactly is a network? What different types of networks are there? Why are they interesting, and what can they tell us? In recent years, scientists from a range of fields--including mathematics, physics, computer science, sociology, and biology--have been pursuing these questions and building a new "science of networks." This book brings together for the first time a set of seminal articles representing research from across these disciplines. It is an ideal sourcebook for the key research in this fast-growing field. The book is organized into four sections, each preceded by an editors' introduction summarizing its contents and general theme. The first section sets the stage by discussing some of the historical antecedents of contemporary research in the area. From there the book moves to the empirical side of the science of networks before turning to the foundational modeling ideas that have been the focus of much subsequent activity. The book closes by taking the reader to the cutting edge of network science--the relationship between network structure and system dynamics. From network robustness to the spread of disease, this section offers a potpourri of topics on this rapidly expanding frontier of the new science.

Perspectives In Mathematical Sciences

Author : Yisong Yang
Publisher : World Scientific
ISBN 13 : 981446645X
Total Pages : 372 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Perspectives In Mathematical Sciences by : Yisong Yang

Download or read book Perspectives In Mathematical Sciences written by Yisong Yang and published by World Scientific. This book was released on 2010-01-18 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical sciences have been playing an increasingly important role in modern society. They are in high demand for investigating complex problems in physical science, environmental and geophysical sciences, materials science, life science and chemical sciences.This is a review volume on some timely and interesting topics in applied mathematical sciences. It surveys new developments and presents some future research directions in these topics. The chapters are written by experts in these fields, with a wide audience in mind and hence will be accessible to graduate students, junior researchers and other professionals who are interested in the subjects. The contributions of Professor Youzhong Guo, a leading expert in these areas, will be celebrated. His life and academic achievements are highlighted in the Preface and Postscript of the book. The underlying theme that binds the various chapters seamlessly is a set of dedicated ideas and techniques from partial differential equations and dynamical systems.

Distributed Computing and Artificial Intelligence, 16th International Conference, Special Sessions

Author : Enrique Herrera-Viedma
Publisher : Springer
ISBN 13 : 3030239462
Total Pages : 222 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Distributed Computing and Artificial Intelligence, 16th International Conference, Special Sessions by : Enrique Herrera-Viedma

Download or read book Distributed Computing and Artificial Intelligence, 16th International Conference, Special Sessions written by Enrique Herrera-Viedma and published by Springer. This book was released on 2019-06-25 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the outcomes of the special sessions of the 16th International Conference on Distributed Computing and Artificial Intelligence 2019, a forum that brought together ideas, projects and lessons associated with distributed computing and artificial intelligence, and their applications in various areas. Artificial intelligence is currently transforming our society. Its application in distributed environments, such as the internet, electronic commerce, environmental monitoring, mobile communications, wireless devices, and distributed computing, to name but a few, is continuously increasing, making it an element of high added value and tremendous potential. These technologies are changing constantly as a result of the extensive research and technical efforts being pursued at universities and businesses alike. The exchange of ideas between scientists and technicians from both the academic and industrial sectors is essential to facilitating the development of systems that can meet the ever-growing demands of today’s society. This year’s technical program was characterized by high quality and diversity, with contributions in both well-established and evolving areas of research. More than 120 papers were submitted to the main and special sessions tracks from over 20 different countries (Algeria, Angola, Austria, Brazil, Colombia, France, Germany, India, Italy, Japan, the Netherlands, Oman, Poland, Portugal, South Korea, Spain, Thailand, Tunisia, the United Kingdom and United States), representing a truly “wide area network” of research activity. The symposium was jointly organized by the Osaka Institute of Technology and the University of Salamanca. This year’s event was held in Avila, Spain, from 26th to 28th June, 2019. The authors wish to thank the sponsors: the IEEE Systems Man and Cybernetics Society, Spain Section Chapter and the IEEE Spain Section (Technical Co-Sponsor), IBM, Indra, Viewnext, Global Exchange, AEPIA, APPIA and AIR institute.

Complex Systems and Networks

Author : Jinhu Lü
Publisher : Springer
ISBN 13 : 3662478242
Total Pages : 482 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Complex Systems and Networks by : Jinhu Lü

Download or read book Complex Systems and Networks written by Jinhu Lü and published by Springer. This book was released on 2015-08-14 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: This elementary book provides some state-of-the-art research results on broad disciplinary sciences on complex networks. It presents an in-depth study with detailed description of dynamics, controls and applications of complex networks. The contents of this book can be summarized as follows. First, the dynamics of complex networks, for example, the cluster dynamic analysis by using kernel spectral methods, community detection algorithms in bipartite networks, epidemiological modeling with demographics and epidemic spreading on multi-layer networks, are studied. Second, the controls of complex networks are investigated including topics like distributed finite-time cooperative control of multi-agent systems by applying homogenous-degree and Lyapunov methods, composite finite-time containment control for disturbed second-order multi-agent systems, fractional-order observer design of multi-agent systems, chaos control and anticontrol of complex systems via Parrondos game and many more. Third, the applications of complex networks provide some applicable carriers, which show the importance of theories developed in complex networks. In particular, a general model for studying time evolution of transition networks, deflection routing in complex networks, recommender systems for social networks analysis and mining, strategy selection in networked evolutionary games, integration and methods in computational biology, are discussed in detail.

Temporal Network Epidemiology

Author : Naoki Masuda
Publisher : Springer
ISBN 13 : 9811052875
Total Pages : 342 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Temporal Network Epidemiology by : Naoki Masuda

Download or read book Temporal Network Epidemiology written by Naoki Masuda and published by Springer. This book was released on 2017-10-04 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers recent developments in epidemic process models and related data on temporally varying networks. It is widely recognized that contact networks are indispensable for describing, understanding, and intervening to stop the spread of infectious diseases in human and animal populations; “network epidemiology” is an umbrella term to describe this research field. More recently, contact networks have been recognized as being highly dynamic. This observation, also supported by an increasing amount of new data, has led to research on temporal networks, a rapidly growing area. Changes in network structure are often informed by epidemic (or other) dynamics, in which case they are referred to as adaptive networks. This volume gathers contributions by prominent authors working in temporal and adaptive network epidemiology, a field essential to understanding infectious diseases in real society.

Large Scale Structure and Dynamics of Complex Networks

Author : Guido Caldarelli
Publisher : World Scientific
ISBN 13 : 9812771689
Total Pages : 264 pages
Book Rating : 4.8/5 (127 download)

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Book Synopsis Large Scale Structure and Dynamics of Complex Networks by : Guido Caldarelli

Download or read book Large Scale Structure and Dynamics of Complex Networks written by Guido Caldarelli and published by World Scientific. This book was released on 2007 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Wireless Technology, Intelligent Network Technologies, Smart Services and Applications

Author : Lakhmi C. Jain
Publisher : Springer Nature
ISBN 13 : 981165168X
Total Pages : 343 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Wireless Technology, Intelligent Network Technologies, Smart Services and Applications by : Lakhmi C. Jain

Download or read book Wireless Technology, Intelligent Network Technologies, Smart Services and Applications written by Lakhmi C. Jain and published by Springer Nature. This book was released on 2021-11-26 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected papers presented at the 4th International Conference on Wireless Communications and Applications (ICWCA 2020), held at Hainan University, China. The second volume will involve research works aimed at the contemporary applications: emerging wireless/mobile applications, context and location-aware wireless services; wireless telemedicine and e-health services; intelligent transportation systems; RFID technology and application; cognitive radio and sensor-based applications; content distribution in wireless home environment and many others.

Higher Order Networks: An Introduction to Simplicial Complexes

Author : Ginestra Bianconi
Publisher : Cambridge University Press
ISBN 13 : 1108726739
Total Pages : 149 pages
Book Rating : 4.1/5 (87 download)

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

Download or read book Higher Order Networks: An Introduction to Simplicial Complexes written by Ginestra Bianconi and published by Cambridge University Press. This book was released on 2021-12-23 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.