Network Behavior Analysis

Download Network Behavior Analysis full books in PDF, epub, and Kindle. Read online Network Behavior Analysis ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Network Behavior Analysis

Author : Kuai Xu
Publisher : Springer Nature
ISBN 13 : 9811683255
Total Pages : 170 pages
Book Rating : 4.8/5 (116 download)

DOWNLOAD NOW!

Book Synopsis Network Behavior Analysis by : Kuai Xu

Download or read book Network Behavior Analysis written by Kuai Xu and published by Springer Nature. This book was released on 2021-12-15 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive overview of network behavior analysis that mines Internet traffic data in order to extract, model, and make sense of behavioral patterns in Internet “objects” such as end hosts, smartphones, Internet of things, and applications. The objective of this book is to fill the book publication gap in network behavior analysis, which has recently become an increasingly important component of comprehensive network security solutions for data center networks, backbone networks, enterprise networks, and edge networks. The book presents fundamental principles and best practices for measuring, extracting, modeling and analyzing network behavior for end hosts and applications on the basis of Internet traffic data. In addition, it explains the concept and key elements (e.g., what, who, where, when, and why) of communication patterns and network behavior of end hosts and network applications, drawing on data mining, machine learning, information theory, probabilistic graphical and structural modeling to do so. The book also discusses the benefits of network behavior analysis for applications in cybersecurity monitoring, Internet traffic profiling, anomaly traffic detection, and emerging application detections. The book will be of particular interest to researchers and practitioners in the fields of Internet measurement, traffic analysis, and cybersecurity, since it provides a spectrum of innovative techniques for summarizing behavior models, structural models, and graphic models of Internet traffic, and explains how to leverage the results for a broad range of real-world applications in network management, security operations, and cyber-intelligent analysis. After finishing this book, readers will 1) have learned the principles and practices of measuring, modeling, and analyzing network behavior on the basis of massive Internet traffic data; 2) be able to make sense of network behavior for a spectrum of applications ranging from cybersecurity and network monitoring to emerging application detection; and 3) understand how to explore network behavior analysis to complement traditional perimeter-based firewall and intrusion detection systems in order to detect unusual traffic patterns or zero-day security threats using data mining and machine learning techniques. To ideally benefit from this book, readers should have a basic grasp of TCP/IP protocols, data packets, network flows, and Internet applications.

Influence and Behavior Analysis in Social Networks and Social Media

Author : Mehmet Kaya
Publisher : Springer
ISBN 13 : 3030025926
Total Pages : 238 pages
Book Rating : 4.0/5 (3 download)

DOWNLOAD NOW!

Book Synopsis Influence and Behavior Analysis in Social Networks and Social Media by : Mehmet Kaya

Download or read book Influence and Behavior Analysis in Social Networks and Social Media written by Mehmet Kaya and published by Springer. This book was released on 2018-12-11 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: This timely book focuses on influence and behavior analysis in the broader context of social network applications and social media. Twitter accounts of telecommunications companies are analyzed. Rumor sources in finite graphs with boundary effects by message-passing algorithms are identified. The coherent, state-of-the-art collection of chapters was initially selected based on solid reviews from the IEEE/ACM International Conference on Advances in Social Networks, Analysis, and Mining (ASONAM '17). Chapters were then improved and extended substantially, and the final versions were rigorously reviewed and revised to meet the series standards. Original chapters coming from outside of the meeting round out the coverage. The result will appeal to researchers and students working in social network and social media analysis.

Behavior Analysis with Machine Learning Using R

Author : Enrique Garcia Ceja
Publisher : CRC Press
ISBN 13 : 1000484238
Total Pages : 434 pages
Book Rating : 4.0/5 (4 download)

DOWNLOAD NOW!

Book Synopsis Behavior Analysis with Machine Learning Using R by : Enrique Garcia Ceja

Download or read book Behavior Analysis with Machine Learning Using R written by Enrique Garcia Ceja and published by CRC Press. This book was released on 2021-11-26 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: Behavior Analysis with Machine Learning Using R introduces machine learning and deep learning concepts and algorithms applied to a diverse set of behavior analysis problems. It focuses on the practical aspects of solving such problems based on data collected from sensors or stored in electronic records. The included examples demonstrate how to perform common data analysis tasks such as: data exploration, visualization, preprocessing, data representation, model training and evaluation. All of this, using the R programming language and real-life behavioral data. Even though the examples focus on behavior analysis tasks, the covered underlying concepts and methods can be applied in any other domain. No prior knowledge in machine learning is assumed. Basic experience with R and basic knowledge in statistics and high school level mathematics are beneficial. Features: Build supervised machine learning models to predict indoor locations based on WiFi signals, recognize physical activities from smartphone sensors and 3D skeleton data, detect hand gestures from accelerometer signals, and so on. Program your own ensemble learning methods and use Multi-View Stacking to fuse signals from heterogeneous data sources. Use unsupervised learning algorithms to discover criminal behavioral patterns. Build deep learning neural networks with TensorFlow and Keras to classify muscle activity from electromyography signals and Convolutional Neural Networks to detect smiles in images. Evaluate the performance of your models in traditional and multi-user settings. Build anomaly detection models such as Isolation Forests and autoencoders to detect abnormal fish behaviors. This book is intended for undergraduate/graduate students and researchers from ubiquitous computing, behavioral ecology, psychology, e-health, and other disciplines who want to learn the basics of machine learning and deep learning and for the more experienced individuals who want to apply machine learning to analyze behavioral data.

Modeling and Design of Secure Internet of Things

Author : Charles A. Kamhoua
Publisher : John Wiley & Sons
ISBN 13 : 1119593360
Total Pages : 704 pages
Book Rating : 4.1/5 (195 download)

DOWNLOAD NOW!

Book Synopsis Modeling and Design of Secure Internet of Things by : Charles A. Kamhoua

Download or read book Modeling and Design of Secure Internet of Things written by Charles A. Kamhoua and published by John Wiley & Sons. This book was released on 2020-08-04 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential guide to the modeling and design techniques for securing systems that utilize the Internet of Things Modeling and Design of Secure Internet of Things offers a guide to the underlying foundations of modeling secure Internet of Things' (IoT) techniques. The contributors—noted experts on the topic—also include information on practical design issues that are relevant for application in the commercial and military domains. They also present several attack surfaces in IoT and secure solutions that need to be developed to reach their full potential. The book offers material on security analysis to help with in understanding and quantifying the impact of the new attack surfaces introduced by IoT deployments. The authors explore a wide range of themes including: modeling techniques to secure IoT, game theoretic models, cyber deception models, moving target defense models, adversarial machine learning models in military and commercial domains, and empirical validation of IoT platforms. This important book: Presents information on game-theory analysis of cyber deception Includes cutting-edge research finding such as IoT in the battlefield, advanced persistent threats, and intelligent and rapid honeynet generation Contains contributions from an international panel of experts Addresses design issues in developing secure IoT including secure SDN-based network orchestration, networked device identity management, multi-domain battlefield settings, and smart cities Written for researchers and experts in computer science and engineering, Modeling and Design of Secure Internet of Things contains expert contributions to provide the most recent modeling and design techniques for securing systems that utilize Internet of Things.

Trends in Social Network Analysis

Author : Rokia Missaoui
Publisher : Springer
ISBN 13 : 3319534203
Total Pages : 255 pages
Book Rating : 4.3/5 (195 download)

DOWNLOAD NOW!

Book Synopsis Trends in Social Network Analysis by : Rokia Missaoui

Download or read book Trends in Social Network Analysis written by Rokia Missaoui and published by Springer. This book was released on 2017-04-29 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book collects contributions from experts worldwide addressing recent scholarship in social network analysis such as influence spread, link prediction, dynamic network biclustering, and delurking. It covers both new topics and new solutions to known problems. The contributions rely on established methods and techniques in graph theory, machine learning, stochastic modelling, user behavior analysis and natural language processing, just to name a few. This text provides an understanding of using such methods and techniques in order to manage practical problems and situations. Trends in Social Network Analysis: Information Propagation, User Behavior Modelling, Forecasting, and Vulnerability Assessment appeals to students, researchers, and professionals working in the field.

Encyclopedia of Social Network Analysis and Mining

Author : Reda Alhajj
Publisher : Springer
ISBN 13 : 9781493971305
Total Pages : 0 pages
Book Rating : 4.9/5 (713 download)

DOWNLOAD NOW!

Book Synopsis Encyclopedia of Social Network Analysis and Mining by : Reda Alhajj

Download or read book Encyclopedia of Social Network Analysis and Mining written by Reda Alhajj and published by Springer. This book was released on 2018-05-02 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Encyclopedia of Social Network Analysis and Mining (ESNAM) is the first major reference work to integrate fundamental concepts and research directions in the areas of social networks and applications to data mining. The second edition of ESNAM is a truly outstanding reference appealing to researchers, practitioners, instructors and students (both undergraduate and graduate), as well as the general public. This updated reference integrates all basics concepts and research efforts under one umbrella. Coverage has been expanded to include new emerging topics such as crowdsourcing, opinion mining, and sentiment analysis. Revised content of existing material keeps the encyclopedia current. The second edition is intended for college students as well as public and academic libraries. It is anticipated to continue to stimulate more awareness of social network applications and research efforts. The advent of electronic communication, and in particular on-line communities, have created social networks of hitherto unimaginable sizes. Reflecting the interdisciplinary nature of this unique field, the essential contributions of diverse disciplines, from computer science, mathematics, and statistics to sociology and behavioral science, are described among the 300 authoritative yet highly readable entries. Students will find a world of information and insight behind the familiar façade of the social networks in which they participate. Researchers and practitioners will benefit from a comprehensive perspective on the methodologies for analysis of constructed networks, and the data mining and machine learning techniques that have proved attractive for sophisticated knowledge discovery in complex applications. Also addressed is the application of social network methodologies to other domains, such as web networks and biological networks.

Disagreement Behavior Analysis of Signed Networks

Author : Deyuan Meng
Publisher : Springer Nature
ISBN 13 : 9811955301
Total Pages : 261 pages
Book Rating : 4.8/5 (119 download)

DOWNLOAD NOW!

Book Synopsis Disagreement Behavior Analysis of Signed Networks by : Deyuan Meng

Download or read book Disagreement Behavior Analysis of Signed Networks written by Deyuan Meng and published by Springer Nature. This book was released on 2022-12-02 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book investigates the disagreement behavior analysis problems for signed networks in the presence of both cooperative and antagonistic interactions among agents. Owing to the existing antagonistic interactions, signed networks exhibit a variety of disagreement behaviors subject to different topology conditions, especially in comparison with commonly considered unsigned networks involving only cooperative interactions among agents. Since signed networks are generally adopted to describe the dynamics of some practical network systems, they have attracted much attention in many areas, such as biology, sociology, economics, and politics. By focusing on agents with the first-order linear dynamics, the book establishes the systematic behavior analysis frameworks for signed networks, under which diverse disagreement behaviors have been disclosed, including both convergence and fluctuation behaviors, regardless of static or dynamic network topologies. In particular, a class of dynamic signed networks has been introduced, together with the associated dynamic distributed controller design and disagreement behavior analysis of agents. This book is intended for undergraduate and graduate students, engineers, and researchers who are interested in control of network systems, multi-agent systems, social networks, and so on.

Parent Training for Disruptive Behavior

Author : Karen Bearss
Publisher : Oxford University Press
ISBN 13 : 0190671629
Total Pages : 232 pages
Book Rating : 4.1/5 (96 download)

DOWNLOAD NOW!

Book Synopsis Parent Training for Disruptive Behavior by : Karen Bearss

Download or read book Parent Training for Disruptive Behavior written by Karen Bearss and published by Oxford University Press. This book was released on 2018-07-31 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: To access the video vignettes, please visit oup.com/RUBI Autism spectrum disorder (ASD) begins in early childhood and is characterized by impairments in social interaction and communication, restricted interests and repetitive behavior. As many as half of children with ASD between the ages of 3 and 8 also exhibit disruptive behaviors that interfere with their overall development and family functioning. This Therapist Guide, Parent Training for Disruptive Behavior, is designed for therapists to use with parents of children with ASD and challenging behaviors, such as tantrums, noncompliance, and aggression. Based on the principles of Applied Behavior Analysis and developed over more than a decade of research, the intervention consists of 11 core sessions as well as supplemental sessions, a home visit, and follow-up visits. Each session includes a therapist script, activity sheets, parent handouts, and checklists. Video vignettes are available online to illustrate concepts. The treatment manual is designed to be used in conjunction with the companion Workbook for parents. Each session is delivered individually in weekly outpatient visits. Homework assignments between sessions focus on implementing behavior change strategies collaboratively chosen by the therapist and parent.

Applied Behavior Analysis

Author : Edward P. Sarafino
Publisher : John Wiley & Sons
ISBN 13 : 0470571527
Total Pages : 498 pages
Book Rating : 4.4/5 (75 download)

DOWNLOAD NOW!

Book Synopsis Applied Behavior Analysis by : Edward P. Sarafino

Download or read book Applied Behavior Analysis written by Edward P. Sarafino and published by John Wiley & Sons. This book was released on 2011-10-25 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: APPLIED BEHAVIOR ANALYSIS Applied Behavior Analysis: Principles and Procedures for Modifying Behavior will serve as a resource for students who plan to become behavior analysts to design and conduct interventions to change clients’ behaviors. Author, Edward P. Sarafino provides an understanding of the fundamental techniques of applied behavior analysis by presenting its concepts and procedures in a logical sequence and giving clear definitions and examples of each technique. This book will guide readers to learn: how to identify and define the behavior to be changed and how a response is determined by its antecedents and consequences, usable, practical skills by specifically stating the purpose of each technique, describing how it is carried out, and presenting guidelines and tips to maximize its effectiveness, why and how to design a program to change a behavioral deficit or excess by conducting a functional assessment and then selecting and combining techniques that can be directed at the behavior itself and its antecedents and consequences, and, to illustrate why and how to collect and analyze data. Here is what reviewers have said about Applied Behavior Analysis: Principles and Procedures for Modifying Behavior: “Overall, this textbook provides a thorough, concise, and engaging introduction to applied behavior analysis.” Rafael Bejarano, Henderson State University This textbook “… provides good, basic explanations of concepts in Applied Behavior Analysis that are easy to grasp for undergraduate students.” Lisa Gurdin, Northeastern University This textbook is, “Comprehensive. Easily accessible” and it has “ Great illustrations and examples.” Joel Kevin Thompson, University of Southern Florida To learn more about Applied Behavior Analysis: Principles and Procedures for Modifying Behavior, please visit us at www.wiley.com/college/sarafino.

Applied Behavior Analysis for Children with Autism Spectrum Disorders

Author : Johnny L. Matson
Publisher : Springer Science & Business Media
ISBN 13 : 1441900888
Total Pages : 270 pages
Book Rating : 4.4/5 (419 download)

DOWNLOAD NOW!

Book Synopsis Applied Behavior Analysis for Children with Autism Spectrum Disorders by : Johnny L. Matson

Download or read book Applied Behavior Analysis for Children with Autism Spectrum Disorders written by Johnny L. Matson and published by Springer Science & Business Media. This book was released on 2009-09-18 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Autism was once thought of as a rare condition, until the Centers for Disease Control and Prevention’s Autism and Developmental Disabilities Monitoring Network released the statistic that about 1 in every 150 eight-year-old children in various areas across the United States is afflicted by an autism spectrum disorder, or ASD. This news led to a dramatic expansion of research into autism spectrum disorders and to the emergence of applied behavior analysis (ABA) as the preferred method of treatment, even among prescribing practitioners. Applied Behavioral Analysis for Children with Autism Spectrum Disorders ably synthesizes research data and trends with best-practice interventions into a comprehensive, state-of-the-art resource. Within its chapters, leading experts review current ABA literature in depth; identify interventions most relevant to children across the autism spectrum; and discuss potential developments in these core areas: Assessment methods, from functional assessment to single case research designs. Treatment methods, including reinforcement, replacement behaviors, and other effective strategies. The role of the differential diagnosis in ABA treatment planning. Specific deficit areas: communication, social skills, stereotypies/rituals. Target behaviors, such as self-injury, aggression, adaptive and self-help problems. ASD-related training concerns, including maintenance and transition issues, and parent training programs. This volume is a vital resource for researchers, graduate students, and professionals in clinical child and school psychology as well as the related fields of education and mental health.

Social Network Analysis - Community Detection and Evolution

Author : Rokia Missaoui
Publisher : Springer
ISBN 13 : 331912188X
Total Pages : 282 pages
Book Rating : 4.3/5 (191 download)

DOWNLOAD NOW!

Book Synopsis Social Network Analysis - Community Detection and Evolution by : Rokia Missaoui

Download or read book Social Network Analysis - Community Detection and Evolution written by Rokia Missaoui and published by Springer. This book was released on 2015-01-13 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is devoted to recent progress in social network analysis with a high focus on community detection and evolution. The eleven chapters cover the identification of cohesive groups, core components and key players either in static or dynamic networks of different kinds and levels of heterogeneity. Other important topics in social network analysis such as influential detection and maximization, information propagation, user behavior analysis, as well as network modeling and visualization are also presented. Many studies are validated through real social networks such as Twitter. This edited work will appeal to researchers, practitioners and students interested in the latest developments of social network analysis.

Networks, Crowds, and Markets

Author : David Easley
Publisher : Cambridge University Press
ISBN 13 : 1139490303
Total Pages : 745 pages
Book Rating : 4.1/5 (394 download)

DOWNLOAD NOW!

Book Synopsis Networks, Crowds, and Markets by : David Easley

Download or read book Networks, Crowds, and Markets written by David Easley and published by Cambridge University Press. This book was released on 2010-07-19 with total page 745 pages. Available in PDF, EPUB and Kindle. Book excerpt: Are all film stars linked to Kevin Bacon? Why do the stock markets rise and fall sharply on the strength of a vague rumour? How does gossip spread so quickly? Are we all related through six degrees of separation? There is a growing awareness of the complex networks that pervade modern society. We see them in the rapid growth of the internet, the ease of global communication, the swift spread of news and information, and in the way epidemics and financial crises develop with startling speed and intensity. This introductory book on the new science of networks takes an interdisciplinary approach, using economics, sociology, computing, information science and applied mathematics to address fundamental questions about the links that connect us, and the ways that our decisions can have consequences for others.

Multiculturalism and Diversity in Applied Behavior Analysis

Author : Brian M. Conners
Publisher : Routledge
ISBN 13 : 0429558902
Total Pages : 275 pages
Book Rating : 4.4/5 (295 download)

DOWNLOAD NOW!

Book Synopsis Multiculturalism and Diversity in Applied Behavior Analysis by : Brian M. Conners

Download or read book Multiculturalism and Diversity in Applied Behavior Analysis written by Brian M. Conners and published by Routledge. This book was released on 2020-06-07 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides a theoretical and clinical framework for addressing multiculturalism and diversity in the field of applied behavior analysis (ABA). Featuring contributions from national experts, practicing clinicians, researchers, and academics that balance both a scholarly yet practical perspective, this book guides the reader through theoretical foundations to clinical applications to help behavior analysts understand the impact of diversity in the ABA service delivery model. Chapters contain learning objectives, literature reviews, practice considerations, case studies, and discussion questions and are all aligned with the current BACB® Professional and Ethical Compliance Code and BACB® Task List. Accompanying the book are online test materials for students and instructors to assess the knowledge they have learned about various diversity topics. This book is a must have for graduate students in ABA programs, faculty to incorporate diversity topics into graduate preparation, supervisors looking to enhance a supervisee’s understanding of working with diverse clients, and practicing behavior analysts in the field wanting to increase their awareness of working with diverse populations.

Mining of Massive Datasets

Author : Jure Leskovec
Publisher : Cambridge University Press
ISBN 13 : 1107077230
Total Pages : 480 pages
Book Rating : 4.1/5 (7 download)

DOWNLOAD NOW!

Book Synopsis Mining of Massive Datasets by : Jure Leskovec

Download or read book Mining of Massive Datasets written by Jure Leskovec and published by Cambridge University Press. This book was released on 2014-11-13 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now in its second edition, this book focuses on practical algorithms for mining data from even the largest datasets.

APA Handbook of Behavior Analysis

Author : Gregory J. Madden
Publisher :
ISBN 13 : 9781433811135
Total Pages : 607 pages
Book Rating : 4.8/5 (111 download)

DOWNLOAD NOW!

Book Synopsis APA Handbook of Behavior Analysis by : Gregory J. Madden

Download or read book APA Handbook of Behavior Analysis written by Gregory J. Madden and published by . This book was released on 2013 with total page 607 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Functional Behavioral Assessment

Author : Kevin J. Filter
Publisher : Sswaa Workshop
ISBN 13 : 019976493X
Total Pages : 188 pages
Book Rating : 4.1/5 (997 download)

DOWNLOAD NOW!

Book Synopsis Functional Behavioral Assessment by : Kevin J. Filter

Download or read book Functional Behavioral Assessment written by Kevin J. Filter and published by Sswaa Workshop. This book was released on 2012 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: In schools, functional behavioural assessment (FBA) is traditionally applied to special education contexts. This book describes how FBA can improve the behaviour of all students using a three-tiered prevention model.

Neurons, Networks, and Motor Behavior

Author : Paul S. G. Stein
Publisher : MIT Press
ISBN 13 : 9780262692274
Total Pages : 330 pages
Book Rating : 4.6/5 (922 download)

DOWNLOAD NOW!

Book Synopsis Neurons, Networks, and Motor Behavior by : Paul S. G. Stein

Download or read book Neurons, Networks, and Motor Behavior written by Paul S. G. Stein and published by MIT Press. This book was released on 1997 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent advances in motor behavior research rely on detailed knowledge of the characteristics of the neurons and networks that generate motor behavior. At the cellular level, Neurons, Networks, and Motor Behavior describes the computational characteristics of individual neurons and how these characteristics are modified by neuromodulators. At the network and behavioral levels, the volume discusses how network structure is dynamically modulated to produce adaptive behavior. Comparisons of model systems throughout the animal kingdom provide insights into general principles of motor control. Contributors describe how networks generate such motor behaviors as walking, swimming, flying, scratching, reaching, breathing, feeding, and chewing. An emerging principle of organization is that nervous systems are remarkably efficient in constructing neural networks that control multiple tasks and dynamically adapt to change.The volume contains six sections: selection and initiation of motor patterns; generation and formation of motor patterns: cellular and systems properties; generation and formation of motor patterns: computational approaches; modulation and reconfiguration; short-term modulation of pattern generating circuits; and sensory modification of motor output to control whole body orientation.