Advances In Network Science

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Network Science

Ernesto Estrada,Maria Fox,Desmond J. Higham,Gian-Luca Oppo
Network Science Book PDF

Author : Ernesto Estrada,Maria Fox,Desmond J. Higham,Gian-Luca Oppo
Publisher : Springer Science & Business Media
Page : 249 pages
File Size : 52,8 Mb
Release : 2010-08-24
Category : Computers
ISBN : 9781849963961

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Network Science by Ernesto Estrada,Maria Fox,Desmond J. Higham,Gian-Luca Oppo Pdf

Network Science is the emerging field concerned with the study of large, realistic networks. This interdisciplinary endeavor, focusing on the patterns of interactions that arise between individual components of natural and engineered systems, has been applied to data sets from activities as diverse as high-throughput biological experiments, online trading information, smart-meter utility supplies, and pervasive telecommunications and surveillance technologies. This unique text/reference provides a fascinating insight into the state of the art in network science, highlighting the commonality across very different areas of application and the ways in which each area can be advanced by injecting ideas and techniques from another. The book includes contributions from an international selection of experts, providing viewpoints from a broad range of disciplines. It emphasizes networks that arise in nature—such as food webs, protein interactions, gene expression, and neural connections—and in technology—such as finance, airline transport, urban development and global trade. Topics and Features: begins with a clear overview chapter to introduce this interdisciplinary field; discusses the classic network science of fixed connectivity structures, including empirical studies, mathematical models and computational algorithms; examines time-dependent processes that take place over networks, covering topics such as synchronisation, and message passing algorithms; investigates time-evolving networks, such as the World Wide Web and shifts in topological properties (connectivity, spectrum, percolation); explores applications of complex networks in the physical and engineering sciences, looking ahead to new developments in the field. Researchers and professionals from disciplines as varied as computer science, mathematics, engineering, physics, chemistry, biology, ecology, neuroscience, epidemiology, and the social sciences will all benefit from this topical and broad overview of current activities and grand challenges in the unfolding field of network science.

Advances in Network Science

Adam Wierzbicki,Ulrik Brandes,Frank Schweitzer,Dino Pedreschi
Advances in Network Science Book PDF

Author : Adam Wierzbicki,Ulrik Brandes,Frank Schweitzer,Dino Pedreschi
Publisher : Springer
Page : 213 pages
File Size : 51,8 Mb
Release : 2016-01-04
Category : Computers
ISBN : 9783319283616

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Advances in Network Science by Adam Wierzbicki,Ulrik Brandes,Frank Schweitzer,Dino Pedreschi Pdf

This book constitutes the refereed proceedings of the 12th International Conference and School of Network Science, NetSci-X 2016, held in Wroclaw, Poland, in January 2016. The 12 full and 6 short papers were carefully reviewed and selected from 59 submissions. The papers deal with the study of network models in domains ranging from biology and physics to computer science, from financial markets to cultural integration, and from social media to infectious diseases.

Network Science

Ted G. Lewis
Network Science Book PDF

Author : Ted G. Lewis
Publisher : John Wiley & Sons
Page : 440 pages
File Size : 46,8 Mb
Release : 2011-09-20
Category : Computers
ISBN : 9781118211014

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Network Science by Ted G. Lewis Pdf

A comprehensive look at the emerging science of networks Network science helps you design faster, more resilient communication networks; revise infrastructure systems such as electrical power grids, telecommunications networks, and airline routes; model market dynamics; understand synchronization in biological systems; and analyze social interactions among people. This is the first book to take a comprehensive look at this emerging science. It examines the various kinds of networks (regular, random, small-world, influence, scale-free, and social) and applies network processes and behaviors to emergence, epidemics, synchrony, and risk. The book's uniqueness lies in its integration of concepts across computer science, biology, physics, social network analysis, economics, and marketing. The book is divided into easy-to-understand topical chapters and the presentation is augmented with clear illustrations, problems and answers, examples, applications, tutorials, and a discussion of related Java software. Chapters cover: Origins Graphs Regular Networks Random Networks Small-World Networks Scale-Free Networks Emergence Epidemics Synchrony Influence Networks Vulnerability Net Gain Biology This book offers a new understanding and interpretation of the field of network science. It is an indispensable resource for researchers, professionals, and technicians in engineering, computing, and biology. It also serves as a valuable textbook for advanced undergraduate and graduate courses in related fields of study.

Computational Network Science

Henry Hexmoor
Computational Network Science Book PDF

Author : Henry Hexmoor
Publisher : Morgan Kaufmann
Page : 128 pages
File Size : 45,8 Mb
Release : 2014-09-23
Category : Computers
ISBN : 9780128011560

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Computational Network Science by Henry Hexmoor Pdf

The emerging field of network science represents a new style of research that can unify such traditionally-diverse fields as sociology, economics, physics, biology, and computer science. It is a powerful tool in analyzing both natural and man-made systems, using the relationships between players within these networks and between the networks themselves to gain insight into the nature of each field. Until now, studies in network science have been focused on particular relationships that require varied and sometimes-incompatible datasets, which has kept it from being a truly universal discipline. Computational Network Science seeks to unify the methods used to analyze these diverse fields. This book provides an introduction to the field of Network Science and provides the groundwork for a computational, algorithm-based approach to network and system analysis in a new and important way. This new approach would remove the need for tedious human-based analysis of different datasets and help researchers spend more time on the qualitative aspects of network science research. Demystifies media hype regarding Network Science and serves as a fast-paced introduction to state-of-the-art concepts and systems related to network science Comprehensive coverage of Network Science algorithms, methodologies, and common problems Includes references to formative and updated developments in the field Coverage spans mathematical sociology, economics, political science, and biological networks

Advances in Social Network Analysis

Stanley Wasserman,Joseph Galaskiewicz
Advances in Social Network Analysis Book PDF

Author : Stanley Wasserman,Joseph Galaskiewicz
Publisher : SAGE Publications
Page : 320 pages
File Size : 49,5 Mb
Release : 1994-07-27
Category : Social Science
ISBN : 9781452253916

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Advances in Social Network Analysis by Stanley Wasserman,Joseph Galaskiewicz Pdf

Social network analysis, a method for analyzing relationships between social entities, has expanded over the last decade as new research has been done in this area. How can these new developments be applied effectively in the behavioral and social sciences disciplines? In Advances in Social Network Analysis, a team of leading methodologists in network analysis addresses this issue. They explore such topics as ways to specify the network contents to be studied, how to select the method for representing network structures, how social network analysis has been used to study interorganizational relations via the resource dependence model, how to use a contact matrix for studying the spread of disease in epidemiology, and how cohesion and structural equivalence network theories relate to studying social influence. It also offers statistical models for social support networks. Advances in Social Network Analysis is useful for researchers involved in general research methods and qualitative methods, and who are interested in psychology and sociology.

Network Science

Albert-László Barabási,Márton PÃ3sfai
Network Science Book PDF

Author : Albert-László Barabási,Márton PÃ3sfai
Publisher : Cambridge University Press
Page : 477 pages
File Size : 51,5 Mb
Release : 2016-07-21
Category : Computers
ISBN : 9781107076266

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Network Science by Albert-László Barabási,Márton PÃ3sfai Pdf

Illustrated throughout in full colour, this pioneering text is the only book you need for an introduction to network science.

Network Science In Education

Catherine B. Cramer,Mason A. Porter,Hiroki Sayama,Lori Sheetz,Stephen Miles Uzzo
Network Science In Education Book PDF

Author : Catherine B. Cramer,Mason A. Porter,Hiroki Sayama,Lori Sheetz,Stephen Miles Uzzo
Publisher : Springer
Page : 205 pages
File Size : 44,9 Mb
Release : 2018-10-22
Category : Science
ISBN : 9783319772370

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Network Science In Education by Catherine B. Cramer,Mason A. Porter,Hiroki Sayama,Lori Sheetz,Stephen Miles Uzzo Pdf

Around the globe, there is an increasingly urgent need to provide opportunities for learners to embrace complexity; to develop the many skills and habits of mind that are relevant to today's complex and interconnected world; and to make learning more connected to our rapidly changing workplace and society. This presents an opportunity to (1) leverage new paradigms for understanding the structure and function of teaching and learning communities, and (2) to promote new approaches to developing methods, curricular materials, and resources. Network science - the study of connectivity - can play an important role in these activities, both as an important subject in teaching and learning and as a way to develop interconnected curricula. Since 2010, an international community of network science researchers and educators has come together to raise the global level of network literacy by applying ideas from network science to teaching and learning. Network Science in Education - which refers to both this community and to its activities - has evolved in response to the escalating activity in the field of network science and the need for people to be able to access the field through education channels. Network Science In Education: Transformational Approaches in Teaching and Learning appeals to both instructors and professionals, while offering case studies from a wide variety of activities that have been developed around the globe: the creation of entirely new courses and degree programs; tools for K-20 learners, teachers, and the general public; and in-depth analysis of selected programs. As network-based pedagogy and the community of practice continues to grow, we hope that the book's readers will join this vibrant network education community to build on these nascent ideas and help deepen the understanding of networks for all learners.

Network Science and Cybersecurity

Robinson E. Pino
Network Science and Cybersecurity Book PDF

Author : Robinson E. Pino
Publisher : Springer Science & Business Media
Page : 285 pages
File Size : 51,9 Mb
Release : 2013-06-14
Category : Computers
ISBN : 9781461475972

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Network Science and Cybersecurity by Robinson E. Pino Pdf

Network Science and Cybersecurity introduces new research and development efforts for cybersecurity solutions and applications taking place within various U.S. Government Departments of Defense, industry and academic laboratories. This book examines new algorithms and tools, technology platforms and reconfigurable technologies for cybersecurity systems. Anomaly-based intrusion detection systems (IDS) are explored as a key component of any general network intrusion detection service, complementing signature-based IDS components by attempting to identify novel attacks. These attacks may not yet be known or have well-developed signatures. Methods are also suggested to simplify the construction of metrics in such a manner that they retain their ability to effectively cluster data, while simultaneously easing human interpretation of outliers. This is a professional book for practitioners or government employees working in cybersecurity, and can also be used as a reference. Advanced-level students in computer science or electrical engineering studying security will also find this book useful .

Advances in Network Analysis and its Applications

Evangelos Kranakis
Advances in Network Analysis and its Applications Book PDF

Author : Evangelos Kranakis
Publisher : Springer Science & Business Media
Page : 412 pages
File Size : 45,5 Mb
Release : 2012-10-23
Category : Mathematics
ISBN : 9783642309045

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Advances in Network Analysis and its Applications by Evangelos Kranakis Pdf

As well as highlighting potentially useful applications for network analysis, this volume identifies new targets for mathematical research that promise to provide insights into network systems theory as well as facilitating the cross-fertilization of ideas between sectors. Focusing on financial, security and social aspects of networking, the volume adds to the growing body of evidence showing that network analysis has applications to transportation, communication, health, finance, and social policy more broadly. It provides powerful models for understanding the behavior of complex systems that, in turn, will impact numerous cutting-edge sectors in science and engineering, such as wireless communication, network security, distributed computing and social networking, financial analysis, and cyber warfare. The volume offers an insider’s view of cutting-edge research in network systems, including methodologies with immense potential for interdisciplinary application. The contributors have all presented material at a series of workshops organized on behalf of Canada’s MITACS initiative, which funds projects and study grants in ‘mathematics for information technology and complex systems’. These proceedings include papers from workshops on financial networks, network security and cryptography, and social networks. MITACS has shown that the partly ghettoized nature of network systems research has led to duplicated work in discrete fields, and thus this initiative has the potential to save time and accelerate the pace of research in a number of areas of network systems research.

Network Science

National Research Council,Division on Engineering and Physical Sciences,Board on Army Science and Technology,Committee on Network Science for Future Army Applications
Network Science Book PDF

Author : National Research Council,Division on Engineering and Physical Sciences,Board on Army Science and Technology,Committee on Network Science for Future Army Applications
Publisher : National Academies Press
Page : 124 pages
File Size : 54,6 Mb
Release : 2005-12-15
Category : Computers
ISBN : 9780309133647

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Network Science by National Research Council,Division on Engineering and Physical Sciences,Board on Army Science and Technology,Committee on Network Science for Future Army Applications Pdf

The military is currently attempting to develop itself into a force capable of networkcentric operations. While this effort has highlighted the military's dependence on interacting networks, it has also shown that there is a huge gap between what we need to know about networks and our fundamental knowledge about network behavior. This gap makes the military vision of NCO problematic. To help address this problem, the Army asked the NRC to find out whether identifying and funding a new field of "network science" could help close this gap. This report presents an examination of networks andthe military, an analysis of the promise, content, and challenges of network science, and an assessment of approaches to creating value from network science.

Network Science with Python and NetworkX Quick Start Guide

Edward L. Platt
Network Science with Python and NetworkX Quick Start Guide Book PDF

Author : Edward L. Platt
Publisher : Packt Publishing Ltd
Page : 181 pages
File Size : 43,9 Mb
Release : 2019-04-26
Category : Computers
ISBN : 9781789950410

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Network Science with Python and NetworkX Quick Start Guide by Edward L. Platt Pdf

Manipulate and analyze network data with the power of Python and NetworkX Key FeaturesUnderstand the terminology and basic concepts of network scienceLeverage the power of Python and NetworkX to represent data as a networkApply common techniques for working with network data of varying sizesBook Description NetworkX is a leading free and open source package used for network science with the Python programming language. NetworkX can track properties of individuals and relationships, find communities, analyze resilience, detect key network locations, and perform a wide range of important tasks. With the recent release of version 2, NetworkX has been updated to be more powerful and easy to use. If you’re a data scientist, engineer, or computational social scientist, this book will guide you in using the Python programming language to gain insights into real-world networks. Starting with the fundamentals, you’ll be introduced to the core concepts of network science, along with examples that use real-world data and Python code. This book will introduce you to theoretical concepts such as scale-free and small-world networks, centrality measures, and agent-based modeling. You’ll also be able to look for scale-free networks in real data and visualize a network using circular, directed, and shell layouts. By the end of this book, you’ll be able to choose appropriate network representations, use NetworkX to build and characterize networks, and uncover insights while working with real-world systems. What you will learnUse Python and NetworkX to analyze the properties of individuals and relationshipsEncode data in network nodes and edges using NetworkXManipulate, store, and summarize data in network nodes and edgesVisualize a network using circular, directed and shell layoutsFind out how simulating behavior on networks can give insights into real-world problemsUnderstand the ongoing impact of network science on society, and its ethical considerationsWho this book is for If you are a programmer or data scientist who wants to manipulate and analyze network data in Python, this book is perfect for you. Although prior knowledge of network science is not necessary, some Python programming experience will help you understand the concepts covered in the book easily.

Strategy for an Army Center for Network Science, Technology, and Experimentation

National Research Council,Division on Engineering and Physical Sciences,Board on Army Science and Technology,Committee on Strategies for Network Science, Technology, and Experimentation
Strategy for an Army Center for Network Science Technology and Experimentation Book PDF

Author : National Research Council,Division on Engineering and Physical Sciences,Board on Army Science and Technology,Committee on Strategies for Network Science, Technology, and Experimentation
Publisher : National Academies Press
Page : 98 pages
File Size : 50,9 Mb
Release : 2007-09-27
Category : Computers
ISBN : 9780309106962

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Strategy for an Army Center for Network Science, Technology, and Experimentation by National Research Council,Division on Engineering and Physical Sciences,Board on Army Science and Technology,Committee on Strategies for Network Science, Technology, and Experimentation Pdf

The U.S. military has committed to a strategy of network-centric warfare. As a result, the Army has become increasingly interested in the critical role of network science. To a significant extent, this interest was stimulated by an earlier NRC report, Network Science. To build on that book, the Army asked the NRC to conduct a study to define advanced operating models and architectures for future Army laboratories and centers focused on network science, technologies, and experimentation (NSTE). The challenges resulting from base realignment and closure (BRAC) relocations of Army research, development, and engineering resourcesâ€"as they affected the NSTE programâ€"were also to be a focus of the study. This book provides a discussion of what NSTE is needed by the Army; an examination of the NSTE currently carried out by the Army; an assessment of needed infrastructure resources for Army NSTE; and an analysis of goals, models, and alternatives for an NSTE center.

Advances in Network Clustering and Blockmodeling

Patrick Doreian,Vladimir Batagelj,Anuska Ferligoj
Advances in Network Clustering and Blockmodeling Book PDF

Author : Patrick Doreian,Vladimir Batagelj,Anuska Ferligoj
Publisher : John Wiley & Sons
Page : 425 pages
File Size : 43,6 Mb
Release : 2020-02-03
Category : Mathematics
ISBN : 9781119224709

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Advances in Network Clustering and Blockmodeling by Patrick Doreian,Vladimir Batagelj,Anuska Ferligoj Pdf

Provides an overview of the developments and advances in the field of network clustering and blockmodeling over the last 10 years This book offers an integrated treatment of network clustering and blockmodeling, covering all of the newest approaches and methods that have been developed over the last decade. Presented in a comprehensive manner, it offers the foundations for understanding network structures and processes, and features a wide variety of new techniques addressing issues that occur during the partitioning of networks across multiple disciplines such as community detection, blockmodeling of valued networks, role assignment, and stochastic blockmodeling. Written by a team of international experts in the field, Advances in Network Clustering and Blockmodeling offers a plethora of diverse perspectives covering topics such as: bibliometric analyses of the network clustering literature; clustering approaches to networks; label propagation for clustering; and treating missing network data before partitioning. It also examines the partitioning of signed networks, multimode networks, and linked networks. A chapter on structured networks and coarsegrained descriptions is presented, along with another on scientific coauthorship networks. The book finishes with a section covering conclusions and directions for future work. In addition, the editors provide numerous tables, figures, case studies, examples, datasets, and more. Offers a clear and insightful look at the state of the art in network clustering and blockmodeling Provides an excellent mix of mathematical rigor and practical application in a comprehensive manner Presents a suite of new methods, procedures, algorithms for partitioning networks, as well as new techniques for visualizing matrix arrays Features numerous examples throughout, enabling readers to gain a better understanding of research methods and to conduct their own research effectively Written by leading contributors in the field of spatial networks analysis Advances in Network Clustering and Blockmodeling is an ideal book for graduate and undergraduate students taking courses on network analysis or working with networks using real data. It will also benefit researchers and practitioners interested in network analysis.

Network Science in Cognitive Psychology

Michael S. Vitevitch
Network Science in Cognitive Psychology Book PDF

Author : Michael S. Vitevitch
Publisher : Routledge
Page : 204 pages
File Size : 47,9 Mb
Release : 2019-11-26
Category : Psychology
ISBN : 9781000740684

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Network Science in Cognitive Psychology by Michael S. Vitevitch Pdf

This volume provides an integrative review of the emerging and increasing use of network science techniques in cognitive psychology, first developed in mathematics, computer science, sociology, and physics. The first resource on network science for cognitive psychologists in a growing international market, Vitevitch and a team of expert contributors provide a comprehensive and accessible overview of this cutting-edge topic. This innovative guide draws on the three traditional pillars of cognitive psychological research–experimental, computational, and neuroscientific–and incorporates the latest findings from neuroimaging. The network perspective is applied to the fundamental domains of cognitive psychology including memory, language, problem-solving, and learning, as well as creativity and human intelligence, highlighting the insights to be gained through applying network science to a wide range of approaches and topics in cognitive psychology Network Science in Cognitive Psychology will be essential reading for all upper-level cognitive psychology students, psychological researchers interested in using network science in their work, and network scientists interested in investigating questions related to cognition. It will also be useful for early career researchers and students in methodology and related courses.

Advances in Network Complexity

Matthias Dehmer,Abbe Mowshowitz,Frank Emmert-Streib
Advances in Network Complexity Book PDF

Author : Matthias Dehmer,Abbe Mowshowitz,Frank Emmert-Streib
Publisher : John Wiley & Sons
Page : 308 pages
File Size : 44,9 Mb
Release : 2013-06-21
Category : Medical
ISBN : 9783527670482

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Advances in Network Complexity by Matthias Dehmer,Abbe Mowshowitz,Frank Emmert-Streib Pdf

A well-balanced overview of mathematical approaches to complex systems ranging from applications in chemistry and ecology to basic research questions on network complexity. Matthias Dehmer, Abbe Mowshowitz, and Frank Emmert-Streib, well-known pioneers in the fi eld, have edited this volume with a view to balancing classical and modern approaches to ensure broad coverage of contemporary research problems. The book is a valuable addition to the literature and a must-have for anyone dealing with network compleaity and complexity issues.