Network Analysis

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Network Analysis Literacy

Katharina A. Zweig
Network Analysis Literacy Book PDF

Author : Katharina A. Zweig
Publisher : Springer Science & Business Media
Page : 535 pages
File Size : 51,7 Mb
Release : 2016-10-26
Category : Computers
ISBN : 9783709107416

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Network Analysis Literacy by Katharina A. Zweig Pdf

This book presents a perspective of network analysis as a tool to find and quantify significant structures in the interaction patterns between different types of entities. Moreover, network analysis provides the basic means to relate these structures to properties of the entities. It has proven itself to be useful for the analysis of biological and social networks, but also for networks describing complex systems in economy, psychology, geography, and various other fields. Today, network analysis packages in the open-source platform R and other open-source software projects enable scientists from all fields to quickly apply network analytic methods to their data sets. Altogether, these applications offer such a wealth of network analytic methods that it can be overwhelming for someone just entering this field. This book provides a road map through this jungle of network analytic methods, offers advice on how to pick the best method for a given network analytic project, and how to avoid common pitfalls. It introduces the methods which are most often used to analyze complex networks, e.g., different global network measures, types of random graph models, centrality indices, and networks motifs. In addition to introducing these methods, the central focus is on network analysis literacy – the competence to decide when to use which of these methods for which type of question. Furthermore, the book intends to increase the reader's competence to read original literature on network analysis by providing a glossary and intensive translation of formal notation and mathematical symbols in everyday speech. Different aspects of network analysis literacy – understanding formal definitions, programming tasks, or the analysis of structural measures and their interpretation – are deepened in various exercises with provided solutions. This text is an excellent, if not the best starting point for all scientists who want to harness the power of network analysis for their field of expertise.

Weighted Network Analysis

Steve Horvath
Weighted Network Analysis Book PDF

Author : Steve Horvath
Publisher : Springer Science & Business Media
Page : 433 pages
File Size : 51,9 Mb
Release : 2011-04-30
Category : Science
ISBN : 9781441988195

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Weighted Network Analysis by Steve Horvath Pdf

High-throughput measurements of gene expression and genetic marker data facilitate systems biologic and systems genetic data analysis strategies. Gene co-expression networks have been used to study a variety of biological systems, bridging the gap from individual genes to biologically or clinically important emergent phenotypes.

Egocentric Network Analysis

Brea L. Perry,Bernice A. Pescosolido,Stephen P. Borgatti
Egocentric Network Analysis Book PDF

Author : Brea L. Perry,Bernice A. Pescosolido,Stephen P. Borgatti
Publisher : Structural Analysis in the Soc
Page : 371 pages
File Size : 46,7 Mb
Release : 2018-03-22
Category : Political Science
ISBN : 9781107131439

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Egocentric Network Analysis by Brea L. Perry,Bernice A. Pescosolido,Stephen P. Borgatti Pdf

An in-depth, comprehensive and practical guide to egocentric network analysis, focusing on fundamental theoretical, research design, and analytic issues.

Network Analysis

Ulrik Brandes,Thomas Erlebach
Network Analysis Book PDF

Author : Ulrik Brandes,Thomas Erlebach
Publisher : Springer
Page : 472 pages
File Size : 48,8 Mb
Release : 2005-02-02
Category : Computers
ISBN : 9783540319559

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Network Analysis by Ulrik Brandes,Thomas Erlebach Pdf

‘Network’ is a heavily overloaded term, so that ‘network analysis’ means different things to different people. Specific forms of network analysis are used in the study of diverse structures such as the Internet, interlocking directorates, transportation systems, epidemic spreading, metabolic pathways, the Web graph, electrical circuits, project plans, and so on. There is, however, a broad methodological foundation which is quickly becoming a prerequisite for researchers and practitioners working with network models. From a computer science perspective, network analysis is applied graph theory. Unlike standard graph theory books, the content of this book is organized according to methods for specific levels of analysis (element, group, network) rather than abstract concepts like paths, matchings, or spanning subgraphs. Its topics therefore range from vertex centrality to graph clustering and the evolution of scale-free networks. In 15 coherent chapters, this monograph-like tutorial book introduces and surveys the concepts and methods that drive network analysis, and is thus the first book to do so from a methodological perspective independent of specific application areas.

Inferential Network Analysis

Skyler J. Cranmer,Bruce A. Desmarais,Jason W. Morgan
Inferential Network Analysis Book PDF

Author : Skyler J. Cranmer,Bruce A. Desmarais,Jason W. Morgan
Publisher : Cambridge University Press
Page : 317 pages
File Size : 48,8 Mb
Release : 2020-11-19
Category : Business & Economics
ISBN : 9781107158122

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Inferential Network Analysis by Skyler J. Cranmer,Bruce A. Desmarais,Jason W. Morgan Pdf

Pioneering introduction of unprecedented breadth and scope to inferential and statistical methods for network analysis.

Fundamentals of Brain Network Analysis

Alex Fornito,Andrew Zalesky,Edward Bullmore
Fundamentals of Brain Network Analysis Book PDF

Author : Alex Fornito,Andrew Zalesky,Edward Bullmore
Publisher : Academic Press
Page : 494 pages
File Size : 49,9 Mb
Release : 2016-03-04
Category : Medical
ISBN : 9780124081185

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Fundamentals of Brain Network Analysis by Alex Fornito,Andrew Zalesky,Edward Bullmore Pdf

Fundamentals of Brain Network Analysis is a comprehensive and accessible introduction to methods for unraveling the extraordinary complexity of neuronal connectivity. From the perspective of graph theory and network science, this book introduces, motivates and explains techniques for modeling brain networks as graphs of nodes connected by edges, and covers a diverse array of measures for quantifying their topological and spatial organization. It builds intuition for key concepts and methods by illustrating how they can be practically applied in diverse areas of neuroscience, ranging from the analysis of synaptic networks in the nematode worm to the characterization of large-scale human brain networks constructed with magnetic resonance imaging. This text is ideally suited to neuroscientists wanting to develop expertise in the rapidly developing field of neural connectomics, and to physical and computational scientists wanting to understand how these quantitative methods can be used to understand brain organization. Extensively illustrated throughout by graphical representations of key mathematical concepts and their practical applications to analyses of nervous systems Comprehensively covers graph theoretical analyses of structural and functional brain networks, from microscopic to macroscopic scales, using examples based on a wide variety of experimental methods in neuroscience Designed to inform and empower scientists at all levels of experience, and from any specialist background, wanting to use modern methods of network science to understand the organization of the brain

Social Network Analysis

Mohammad Gouse Galety,Chiai Al Atroshi,Buni Balabantaray,Sachi Nandan Mohanty
Social Network Analysis Book PDF

Author : Mohammad Gouse Galety,Chiai Al Atroshi,Buni Balabantaray,Sachi Nandan Mohanty
Publisher : John Wiley & Sons
Page : 260 pages
File Size : 53,5 Mb
Release : 2022-04-28
Category : Technology & Engineering
ISBN : 9781119836735

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Social Network Analysis by Mohammad Gouse Galety,Chiai Al Atroshi,Buni Balabantaray,Sachi Nandan Mohanty Pdf

SOCIAL NETWORK ANALYSIS As social media dominates our lives in increasing intensity, the need for developers to understand the theory and applications is ongoing as well. This book serves that purpose. Social network analysis is the solicitation of network science on social networks, and social occurrences are denoted and premeditated by data on coinciding pairs as the entities of opinion. The book features: Social network analysis from a computational perspective using python to show the significance of fundamental facets of network theory and the various metrics used to measure the social network. An understanding of network analysis and motivations to model phenomena as networks. Real-world networks established with human-related data frequently display social properties, i.e., patterns in the graph from which human behavioral patterns can be analyzed and extracted. Exemplifies information cascades that spread through an underlying social network to achieve widespread adoption. Network analysis that offers an appreciation method to health systems and services to illustrate, diagnose, and analyze networks in health systems. The social web has developed a significant social and interactive data source that pays exceptional attention to social science and humanities research. The benefits of artificial intelligence enable social media platforms to meet an increasing number of users and yield the biggest marketplace, thus helping social networking analysis distribute better customer understanding and aiding marketers to target the right customers. Audience The book will interest computer scientists, AI researchers, IT and software engineers, mathematicians.

Wireshark Network Analysis

Laura Chappell,Gerald Combs
Wireshark Network Analysis Book PDF

Author : Laura Chappell,Gerald Combs
Publisher : Lightning Source Incorporated
Page : 938 pages
File Size : 55,5 Mb
Release : 2012
Category : Computers
ISBN : 1893939944

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Wireshark Network Analysis by Laura Chappell,Gerald Combs Pdf

"Network analysis is the process of listening to and analyzing network traffic. Network analysis offers an insight into network communications to identify performance problems, locate security breaches, analyze application behavior, and perform capacity planning. Network analysis (aka "protocol analysis") is a process used by IT professionals who are responsible for network performance and security." -- p. 2.

A User’s Guide to Network Analysis in R

Douglas Luke
A User s Guide to Network Analysis in R Book PDF

Author : Douglas Luke
Publisher : Springer
Page : 238 pages
File Size : 54,5 Mb
Release : 2015-12-14
Category : Mathematics
ISBN : 9783319238838

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A User’s Guide to Network Analysis in R by Douglas Luke Pdf

Presenting a comprehensive resource for the mastery of network analysis in R, the goal of Network Analysis with R is to introduce modern network analysis techniques in R to social, physical, and health scientists. The mathematical foundations of network analysis are emphasized in an accessible way and readers are guided through the basic steps of network studies: network conceptualization, data collection and management, network description, visualization, and building and testing statistical models of networks. As with all of the books in the Use R! series, each chapter contains extensive R code and detailed visualizations of datasets. Appendices will describe the R network packages and the datasets used in the book. An R package developed specifically for the book, available to readers on GitHub, contains relevant code and real-world network datasets as well.

Social Network Analysis

John Scott
Social Network Analysis Book PDF

Author : John Scott
Publisher : SAGE
Page : 228 pages
File Size : 51,5 Mb
Release : 2000-01-26
Category : Social Science
ISBN : 9781446236161

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Social Network Analysis by John Scott Pdf

The revised and updated edition of this bestselling text provides an accessible introduction to the theory and practice of network analysis in the social sciences. It gives a clear and authoritative guide to the general framework of network analysis, explaining the basic concepts, technical measures and reviewing the available computer programs. The book outlines both the theoretical basis of network analysis and the key techniques for using it as a research tool. Building upon definitions of points, lines and paths, John Scott demonstrates their use in clarifying such measures as density, fragmentation and centralization. He identifies the various cliques, components and circles into which networks are formed, and outlines an approach to the study of socially structured positions. He also discusses the use of multidimensional methods for investigating social networks. Social Network Analysis is an invaluable resource for researchers across the social sciences and for students of social theory and research methods.

Multilevel Network Analysis for the Social Sciences

Emmanuel Lazega,Tom A.B. Snijders
Multilevel Network Analysis for the Social Sciences Book PDF

Author : Emmanuel Lazega,Tom A.B. Snijders
Publisher : Springer
Page : 375 pages
File Size : 41,7 Mb
Release : 2015-12-16
Category : Social Science
ISBN : 9783319245201

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Multilevel Network Analysis for the Social Sciences by Emmanuel Lazega,Tom A.B. Snijders Pdf

This volume provides new insights into the functioning of organizational, managerial and market societies. Multilevel analysis and social network analysis are described and the authors show how they can be combined in developing the theory, methods and empirical applications of the social sciences. This book maps out the development of multilevel reasoning and shows how it can explain behavior, through two different ways of contextualizing it. First, by identifying levels of influence on behavior and different aggregations of actors and behavior, and complex interactions between context and behavior. Second, by identifying different levels as truly different systems of agency: such levels of agency can be examined separately and jointly since the link between them is affiliation of members of one level to collective actors at the superior level. It is by combining these approaches that this work offers new insights. New case studies and datasets that explore new avenues of theorizing and new applications of methodology are presented. This book will be useful as a reference work for all social scientists, economists and historians who use network analyses and multilevel statistical analyses. Philosophers interested in the philosophy of science or epistemology will also find this book valuable. ​

Wireshark Certified Network Analyst Exam Prep Guide (Second Edition)

Laura Chappell
Wireshark Certified Network Analyst Exam Prep Guide Second Edition Book PDF

Author : Laura Chappell
Publisher : Laura Chappell University
Page : 186 pages
File Size : 52,8 Mb
Release : 2012
Category : Computers
ISBN : 1893939901

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Wireshark Certified Network Analyst Exam Prep Guide (Second Edition) by Laura Chappell Pdf

This book is intended to provide practice quiz questions based on the thirty-three areas of study defined for the Wireshark Certified Network AnalystT Exam. This Official Exam Prep Guide offers a companion to Wireshark Network Analysis: The Official Wireshark Certified Network Analyst Study Guide (Second Edition).

What is Social Network Analysis?

John Scott
What is Social Network Analysis Book PDF

Author : John Scott
Publisher : A&C Black
Page : 137 pages
File Size : 49,7 Mb
Release : 2012-08-21
Category : Social Science
ISBN : 9781849668170

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What is Social Network Analysis? by John Scott Pdf

Part of the What is..? series, this book is an introductory guide providing explanations of the nature of social network methods.

Brain Network Analysis

Moo K. Chung
Brain Network Analysis Book PDF

Author : Moo K. Chung
Publisher : Cambridge University Press
Page : 343 pages
File Size : 44,7 Mb
Release : 2019-06-27
Category : Computers
ISBN : 9781107184862

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Brain Network Analysis by Moo K. Chung Pdf

This coherent mathematical and statistical approach aimed at graduate students incorporates regression and topology as well as graph theory.

Network Analysis, Architecture, and Design

James D. McCabe
Network Analysis Architecture and Design Book PDF

Author : James D. McCabe
Publisher : Elsevier
Page : 495 pages
File Size : 43,7 Mb
Release : 2010-07-26
Category : Computers
ISBN : 9780080548753

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Network Analysis, Architecture, and Design by James D. McCabe Pdf

Traditionally, networking has had little or no basis in analysis or architectural development, with designers relying on technologies they are most familiar with or being influenced by vendors or consultants. However, the landscape of networking has changed so that network services have now become one of the most important factors to the success of many third generation networks. It has become an important feature of the designer's job to define the problems that exist in his network, choose and analyze several optimization parameters during the analysis process, and then prioritize and evaluate these parameters in the architecture and design of the system. Network Analysis, Architecture, and Design, Third Edition, uses a systems methodology approach to teaching these concepts, which views the network (and the environment it impacts) as part of the larger system, looking at interactions and dependencies between the network and its users, applications, and devices. This approach matches the new business climate where customers drive the development of new services and the book discusses how networks can be architected and designed to provide many different types of services to customers. With a number of examples, analogies, instructor tips, and exercises, this book works through the processes of analysis, architecture, and design step by step, giving designers a solid resource for making good design decisions. With examples, guidelines, and general principles McCabe illuminates how a network begins as a concept, is built with addressing protocol, routing, and management, and harmonizes with the interconnected technology around it. Other topics covered in the book are learning to recognize problems in initial design, analyzing optimization parameters, and then prioritizing these parameters and incorporating them into the architecture and design of the system. This is an essential book for any professional that will be designing or working with a network on a routine basis. Substantially updated design content includes ad hoc networks, GMPLS, IPv6, and mobile networking Written by an expert in the field that has designed several large-scale networks for government agencies, universities, and corporations Incorporates real-life ideas and experiences of many expert designers along with case studies and end-of-chapter exercises