Multilayer Networks

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Visual Analysis Of Multilayer Networks

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Author : Fintan McGee
language : en
Publisher: Morgan & Claypool Publishers
Release Date : 2021-06-10

Visual Analysis Of Multilayer Networks written by Fintan McGee and has been published by Morgan & Claypool Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-10 with Computers categories.

This is an overview and structured analysis of contemporary multilayer network visualization. It surveys techniques as well as tools, tasks, and analytics from within application domains. It also identifies research opportunities and examines outstanding challenges along with potential solutions and future research directions for addressing them. Visual Analysis of Multilayer Networks is not only for visualization researchers, but for those who need to visualize multilayer networks in the domain of complex systems, as well as anyone solving problems within application domains. The emergence of multilayer networks as a concept from the field of complex systems provides many new opportunities for the visualization of network complexity, and has also raised many new exciting challenges. The multilayer network model recognizes that the complexity of relationships between entities in real-world systems is better embraced as several interdependent subsystems (or layers) rather than a simple graph approach. Despite only recently being formalized and defined, this model can be applied to problems in the domains of life sciences, sociology, digital humanities, and more. Within the domain of network visualization there already are many existing systems, which visualize data sets having many characteristics of multilayer networks, and many techniques, which are applicable to their visualization.

Multilayer Networks

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Author : Ginestra Bianconi
language : en
Publisher: Oxford University Press
Release Date : 2018

Multilayer Networks written by Ginestra Bianconi 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 2018 with Business & Economics categories.

Multilayer networks has become a central topic in Network Science. The book presents a comprehensive account of this emerging field. Multilayer networks are formed by several networks and include social networks, financial markets, multi-modal transportation systems, infrastructures, molecular networks, and the brain.

Multilayer Network Science

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Author : Oriol Artime
language : en
Publisher: Cambridge University Press
Release Date : 2022-09-15

Multilayer Network Science written by Oriol Artime 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 2022-09-15 with Science categories.

Networks are convenient mathematical models to represent the structure of complex systems, from cells to societies. In the last decade, multilayer network science – the branch of the field dealing with units interacting in multiple distinct ways, simultaneously – was demonstrated to be an effective modeling and analytical framework for a wide spectrum of empirical systems, from biopolymers networks (such as interactome and metabolomes) to neuronal networks (such as connectomes), from social networks to urban and transportation networks. In this Element, a decade after one of the most seminal papers on this topic, the authors review the most salient features of multilayer network science, covering both theoretical aspects and direct applications to real-world coupled/interdependent systems, from the point of view of multilayer structure, dynamics and function. The authors discuss potential frontiers for this topic and the corresponding challenges in the field for the next future.

Multiplex And Multilevel Networks

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Author : Stefano Battiston
language : en
Publisher: Oxford University Press
Release Date : 2018-10-18

Multiplex And Multilevel Networks written by Stefano Battiston 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 2018-10-18 with Science categories.

The science of networks represented a substantial change in the way we see natural and technological phenomena. Now we have a better understanding that networks are, in most cases, networks of networks or multi-layered networks. This book provides a summary of the research done during one of the largest and most multidisciplinary projects in network science and complex systems (Multiplex). The science of complex networks originated from the empirical evidence that most of the structures of systems such as the internet, sets of protein interactions, and collaboration between people, share (at least qualitatively) common structural properties. This book examines how properties of networks that interact with other networks can change dramatically. The authors show that, dependent on the properties of links that interconnect two or more networks, we may derive different conclusions about the function and the possible vulnerabilities of the overall system of networks. This book presents a series of novel theoretical results together with their applications, providing a comprehensive overview of the field.

Science Of Artificial Neural Networks

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Author :
language : en
Publisher:
Release Date : 1992

Science Of Artificial Neural 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 1992 with Neural computers categories.

Ieee International Conference On Neural Networks

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Author : Shun'ichi Amari
language : en
Publisher:
Release Date : 1997

Ieee International Conference On Neural Networks written by Shun'ichi Amari and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Artificial intelligence categories.

Artificial Neural Networks

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Author : K. Mäkisara
language : en
Publisher: North Holland
Release Date : 1991-06-20

Artificial Neural Networks written by K. Mäkisara and has been published by North Holland this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991-06-20 with Computers categories.

This two-volume proceedings compiles a selection of research papers presented at the ICANN-91. The scope of the volumes is interdisciplinary, ranging from mathematics and engineering to cognitive sciences and biology. European research is well represented. Volume 1 contains all the orally presented papers, including both invited talks and submitted papers. Volume 2 contains the plenary talks and the poster presentations.

Multilayer Social Networks

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Author : Mark E. Dickison
language : en
Publisher: Cambridge University Press
Release Date : 2016-07-19

Multilayer Social Networks written by Mark E. Dickison 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 2016-07-19 with Computers categories.

This book unifies and consolidates methods for analyzing multilayer networks arising from the social and physical sciences and computing.

Ijcnn International Joint Conference On Neural Networks

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Author :
language : en
Publisher:
Release Date : 1991

Ijcnn International Joint Conference On Neural 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 1991 with Neural circuitry categories.

Artificial Neural Networks

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Author : Dan W. Patterson
language : en
Publisher:
Release Date : 1996

Artificial Neural Networks written by Dan W. Patterson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Computers categories.

This comprehensive tutorial on artifical neural networks covers all the important neural network architectures as well as the most recent theory--e.g., pattern recognition, statistical theory, and other mathematical prerequisites. A broad range of applications is provided for each of the architectures.