Author: Naoki Masuda Publisher: World Scientific ISBN: 1786349175 Category : Science Languages : en Pages : 300
Book Description
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: Petter Holme Publisher: Springer ISBN: 3642364616 Category : Science Languages : en Pages : 356
Book Description
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 ISBN: 3031303997 Category : Science Languages : en Pages : 486
Book Description
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.
Author: Naoki Masuda Publisher: Springer ISBN: 9811052875 Category : Mathematics Languages : en Pages : 345
Book Description
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: Theophano Mitsa Publisher: CRC Press ISBN: 1420089773 Category : Business & Economics Languages : en Pages : 398
Book Description
From basic data mining concepts to state-of-the-art advances, this book covers the theory of the subject as well as its application in a variety of fields. It discusses the incorporation of temporality in databases as well as temporal data representation, similarity computation, data classification, clustering, pattern discovery, and prediction. The book also explores the use of temporal data mining in medicine and biomedical informatics, business and industrial applications, web usage mining, and spatiotemporal data mining. Along with various state-of-the-art algorithms, each chapter includes detailed references and short descriptions of relevant algorithms and techniques described in other references.
Author: Jose M. Sallan Publisher: Elsevier ISBN: 0128126663 Category : Social Science Languages : en Pages : 254
Book Description
Air Route Networks through Complex Networks Theory connects theory research with network connectivity analysis, providing practitioners with the tools they need to develop more efficient, resilient and profitable air route networks. The book helps airline route planners and executives create more robust route networks that are less vulnerable to disruptions, such as node isolation. The book further explores errors and attacks in complex networks, strategies for detecting critical nodes and cascading failure models to assess and maximize robustness. The book explains how to measure air route network connectivity with complex network representations. Air transport is among the most dynamic and toughest competition industries in today's global economy. The quality of air route network design is a key strategic factor in an airline's viability. These robust networks provide for more stable and secure carrier operations vs. those based simply on existing supply and demand volumes. Node-specific and network-specific representations are covered, along with in-depth coverage of connectivity in special and temporal networks. These collective tools serve as a guide for practitioners seeking to apply complex network theory to the airline industry. - Presents complex networks theory research results applied to airline transportation networks - Examines airline network robustness in the face of disruptions, providing strategies for detecting critical nodes of air transport networks - Provides historical perspective on the economic, political, technical, and geographical constraints that influence airline route portfolios - Connects data from valuable tools, such as navpoints, area control centers (ACC), and flight information centers, with air network modeling - Studies spreading-related phenomena, such as rumors, and disease contagions, and how these affect the airline industry
Author: Howard W. Francis Publisher: Thieme ISBN: 1604064102 Category : Medical Languages : en Pages : 152
Book Description
Temporal Bone Dissection Guide elucidates the key concepts of otologic surgery in a user-friendly manner that is refreshingly accessible to beginning surgeons. Users are provided with only the most relevant information to ensure they are not distracted from the mail goal -- to hone their surgical skills so as to mature into safe and effective temporal bone surgeons.The organization of this highly visual guidebook is designed to teach users to confidently navigate the complex anatomy of the temporal bone and to visualize the surgical steps within a clinical context. Concise descriptions of procedure, anatomy, and surgical objectives are accompanied by clearly labeled image sequences.Features 141 detailed, high-quality drawings depict each surgical step Histologic sections and CT images illustrate the intricate anatomic relationships within the temporal bone A convenient lay-flat wire binding facilitates easy reference in the lab Invaluable advice from the experts, including tips on precisely how to sculpt cortical planes, the technical nuances of the mastoidectomy, and much more The ideal companion in the temporal bone lab, this step-by-step guide will provide residents in otolaryngology--head and neck surgery and skull base surgery with a firm grasp of the basics. It is also an effective tool for specialists who need to refresh their dissection skills.
Author: Robert Cahn Publisher: Morgan Kaufmann ISBN: 9781558604582 Category : Computers Languages : en Pages : 474
Book Description
As the cost of building and upgrading complex, large-scale networks skyrockets, carefully crafted network designs become critical- a savings of as little as 5% in your network can amount to tens of thousands of dollars per month. Wide Area Network Design: Concepts and Tools for Optimization provides the information you need to tackle the challenges of designing a network that meets your performance goals within the cost constraints of your organization. If you are considering public service alternatives such as frame relay, designing your own network with the tools provided in this book will empower you to estimate cost savings and evaluate bids from competing carriers. Intended for network designers, planners, and architects, this book enables you to estimate traffic flows and requirements in your network and explains how to use various algorithms to design a network which must meets these requirements. Features: Presents underlying design principles to help you understand emerging and future networking protocols and technologies Provides cost and traffic generators for estimating these parameters in your network Introduces the unique IncreMENTOR algorithm which can help avert disaster when the traffic flows in your network have changed
Author: Ginestra Bianconi Publisher: Cambridge University Press ISBN: 1108726739 Category : Mathematics Languages : en Pages : 149
Book Description
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.
Author: Naoki Masuda
Author: Petter Holme
Author: Petter Holme
Author: Naoki Masuda
Author: Theophano Mitsa
Author: Sidney Redner
Author: Jose M. Sallan
Author: Howard W. Francis
Author: Robert Cahn
Author: Ginestra Bianconi