A Guide To Temporal Networks PDF Download
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Author | : Naoki Masuda |
Publisher | : World Scientific |
Total Pages | : 300 |
Release | : 2020-10-05 |
Genre | : Science |
ISBN | : 1786349175 |
Download Guide To Temporal Networks, A (Second Edition) Book in PDF, ePub and Kindle
Network science offers a powerful language to represent and study complex systems composed of interacting elements — from the Internet to social and biological systems. A Guide to Temporal Networks presents recent theoretical and modelling progress in the emerging field of temporally varying networks and provides connections between the different areas of knowledge required to address this multi-disciplinary subject. After an introduction to key concepts on networks and stochastic dynamics, the authors guide the reader through a coherent selection of mathematical and computational tools for network dynamics. Perfect for students and professionals, this book is a gateway to an active field of research developing between the disciplines of applied mathematics, physics and computer science, with applications in others including social sciences, neuroscience and biology.This second edition extensively expands upon the coverage of the first edition as the authors expertly present recent theoretical and modelling progress in the emerging field of temporal networks, providing the keys to (and connections between) the different areas of knowledge required to address this multi-disciplinary problem.
Author | : Naoki Masuda |
Publisher | : |
Total Pages | : 300 |
Release | : 2020 |
Genre | : Computational complexity |
ISBN | : 9781786349163 |
Download A Guide to Temporal Networks Book in PDF, ePub and Kindle
"Network science offers a powerful language to represent and study complex systems composed of interacting elements - from the Internet to social and biological systems. A Guide to Temporal Networks presents recent theoretical and modelling progress in the emerging field of temporally varying networks and provides connections between the different areas of knowledge required to address this multi-disciplinary subject. After an introduction to key concepts on networks and stochastic dynamics, the authors guide the reader through a coherent selection of mathematical and computational tools for network dynamics. Perfect for students and professionals, this book is a gateway to an active field of research developing between the disciplines of applied mathematics, physics and computer science, with applications in others including social sciences, neuroscience and biology. This second edition extensively expands upon the coverage of the first edition as the authors expertly present recent theoretical and modelling progress in the emerging field of temporal networks, providing the keys to (and connections between) the different areas of knowledge required to address this multi-disciplinary problem"--Publisher's website.
Author | : Petter Holme |
Publisher | : Springer |
Total Pages | : 356 |
Release | : 2013-05-23 |
Genre | : Science |
ISBN | : 3642364616 |
Download Temporal Networks Book in PDF, ePub and Kindle
The concept of temporal networks is an extension of complex networks as a modeling framework to include information on when interactions between nodes happen. Many studies of the last decade examine how the static network structure affect dynamic systems on the network. In this traditional approach the temporal aspects are pre-encoded in the dynamic system model. Temporal-network methods, on the other hand, lift the temporal information from the level of system dynamics to the mathematical representation of the contact network itself. This framework becomes particularly useful for cases where there is a lot of structure and heterogeneity both in the timings of interaction events and the network topology. The advantage compared to common static network approaches is the ability to design more accurate models in order to explain and predict large-scale dynamic phenomena (such as, e.g., epidemic outbreaks and other spreading phenomena). On the other hand, temporal network methods are mathematically and conceptually more challenging. This book is intended as a first introduction and state-of-the art overview of this rapidly emerging field.
Author | : Petter Holme |
Publisher | : Springer Nature |
Total Pages | : 375 |
Release | : 2019-10-29 |
Genre | : Science |
ISBN | : 3030234959 |
Download Temporal Network Theory Book in PDF, ePub and Kindle
This book focuses on the theoretical side of temporal network research and gives an overview of the state of the art in the field. Curated by two pioneers in the field who have helped to shape it, the book contains contributions from many leading researchers. Temporal networks fill the border area between network science and time-series analysis and are relevant for the modeling of epidemics, optimization of transportation and logistics, as well as understanding biological phenomena. Network theory has proven, over the past 20 years to be one of the most powerful tools for the study and analysis of complex systems. Temporal network theory is perhaps the most recent significant development in the field in recent years, with direct applications to many of the "big data" sets. This monograph will appeal to students, researchers and professionals alike interested in theory and temporal networks, a field that has grown tremendously over the last decade.
Author | : Petter Holme |
Publisher | : |
Total Pages | : 0 |
Release | : 2012 |
Genre | : |
ISBN | : |
Download Temporal Networks Book in PDF, ePub and Kindle
Author | : Naoki Masuda |
Publisher | : Springer |
Total Pages | : 345 |
Release | : 2017-10-04 |
Genre | : Mathematics |
ISBN | : 9811052875 |
Download Temporal Network Epidemiology Book in PDF, ePub and Kindle
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.
Author | : Vladimir Batagelj |
Publisher | : John Wiley & Sons |
Total Pages | : 464 |
Release | : 2014-09-05 |
Genre | : Mathematics |
ISBN | : 1118915356 |
Download Understanding Large Temporal Networks and Spatial Networks Book in PDF, ePub and Kindle
This book explores social mechanisms that drive network change and link them to computationally sound models of changing structure to detect patterns. This text identifies the social processes generating these networks and how networks have evolved. Reviews: "this book is easy to read and entertaining, and much can be learned from it. Even if you know just about everything about large-scale and temporal networks, the book is a worthwhile read; you will learn a lot about SNA literature, patents, the US Supreme Court, and European soccer." (Social Networks) "a clear and accessible textbook, balancing symbolic maths, code, and visual explanations. The authors’ enthusiasm for the subject matter makes it enjoyable to read" (JASSS)
Author | : Sidney Redner |
Publisher | : Cambridge University Press |
Total Pages | : 332 |
Release | : 2001-08-06 |
Genre | : Business & Economics |
ISBN | : 0521652480 |
Download A Guide to First-Passage Processes Book in PDF, ePub and Kindle
The basic theory presented in a way which emphasizes intuition, problem-solving and the connections with other fields.
Author | : Zhen Xiang |
Publisher | : |
Total Pages | : 110 |
Release | : 2016 |
Genre | : |
ISBN | : |
Download Temporal Networks: Modeling and Analysis Book in PDF, ePub and Kindle
Author | : Petter Holme |
Publisher | : Springer Nature |
Total Pages | : 486 |
Release | : 2023-11-20 |
Genre | : Science |
ISBN | : 3031303997 |
Download Temporal Network Theory Book in PDF, ePub and Kindle
This book focuses on the theoretical side of temporal network research and gives an overview of the state of the art in the field. Curated by two pioneers in the field who have helped to shape it, the book contains contributions from many leading researchers. Temporal networks fill the border area between network science and time-series analysis and are relevant for epidemic modeling, optimization of transportation and logistics, as well as understanding biological phenomena. Over the past 20 years, network theory has proven to be one of the most powerful tools for studying and analyzing complex systems. Temporal network theory is perhaps the most recent significant development in the field in recent years, with direct applications to many of the “big data” sets. This book appeals to students, researchers, and professionals interested in theory and temporal networks—a field that has grown tremendously over the last decade. This second edition of Temporal Network Theory extends the first with three chapters highlighting recent developments in the interface with machine learning.