Machine Behavior Design And Analysis

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Machine Behavior Design And Analysis

Author : Yinyan Zhang
Publisher : Springer Nature
ISBN 13 : 9811532311
Total Pages : 193 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Machine Behavior Design And Analysis by : Yinyan Zhang

Download or read book Machine Behavior Design And Analysis written by Yinyan Zhang and published by Springer Nature. This book was released on 2020-03-13 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, we present our systematic investigations into consensus in multi-agent systems. We show the design and analysis of various types of consensus protocols from a multi-agent perspective with a focus on min-consensus and its variants. We also discuss second-order and high-order min-consensus. A very interesting topic regarding the link between consensus and path planning is also included. We show that a biased min-consensus protocol can lead to the path planning phenomenon, which means that the complexity of shortest path planning can emerge from a perturbed version of min-consensus protocol, which as a case study may encourage researchers in the field of distributed control to rethink the nature of complexity and the distance between control and intelligence. We also illustrate the design and analysis of consensus protocols for nonlinear multi-agent systems derived from an optimal control formulation, which do not require solving a Hamilton-Jacobi-Bellman (HJB) equation. The book was written in a self-contained format. For each consensus protocol, the performance is verified through simulative examples and analyzed via mathematical derivations, using tools like graph theory and modern control theory. The book’s goal is to provide not only theoretical contributions but also explore underlying intuitions from a methodological perspective.

Behavior Analysis with Machine Learning Using R

Author : Enrique Garcia Ceja
Publisher : CRC Press
ISBN 13 : 1000484254
Total Pages : 370 pages
Book Rating : 4.0/5 (4 download)

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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 370 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.

A Decadal Survey of the Social and Behavioral Sciences

Author : ENGINEERING NATIONAL ACADEMIES OF SCIENCES (AND M.)
Publisher :
ISBN 13 : 9780309670333
Total Pages : 26 pages
Book Rating : 4.6/5 (73 download)

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Book Synopsis A Decadal Survey of the Social and Behavioral Sciences by : ENGINEERING NATIONAL ACADEMIES OF SCIENCES (AND M.)

Download or read book A Decadal Survey of the Social and Behavioral Sciences written by ENGINEERING NATIONAL ACADEMIES OF SCIENCES (AND M.) and published by . This book was released on 2019 with total page 26 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The Digest Version of A Decadal Survey of the Social and Behavioral Sciences: A Research Agenda for Advancing Intelligence Analysis summarizes the most important ideas from the full report for the Intelligence Community to consider in the coming decade. This volume provides an overview of the primary opportunities that research in the social and behavioral sciences offers for strengthening national security, specifically the work of the intelligence analyst, and the conclusions and recommendations of the Committee on a Decadal Survey of Social and Behavioral Sciences for Applications to National Survey. This digest version is a succinct roadmap to the critical contribution researchers from these fields make to national security"--Publisher's description

Research Methods in Applied Behavior Analysis

Author : Jon S. Bailey
Publisher : SAGE Publications
ISBN 13 : 1506318991
Total Pages : 284 pages
Book Rating : 4.5/5 (63 download)

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Book Synopsis Research Methods in Applied Behavior Analysis by : Jon S. Bailey

Download or read book Research Methods in Applied Behavior Analysis written by Jon S. Bailey and published by SAGE Publications. This book was released on 2002-02-13 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This very practical, how-to text provides the beginning researcher with the basics of applied behavior analysis research methods. In 10 logical steps, this text covers all of the elements of single-subject research design and it provides practical information for designing, implementing, and evaluating studies. Using a pocketbook format, the authors provide novice researcher with a "steps-for-success" approach that is brief, to-the-point, and clearly delineated.

Research Methods in Applied Behavior Analysis

Author : Alan Poling
Publisher :
ISBN 13 : 9781468487879
Total Pages : 352 pages
Book Rating : 4.4/5 (878 download)

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Book Synopsis Research Methods in Applied Behavior Analysis by : Alan Poling

Download or read book Research Methods in Applied Behavior Analysis written by Alan Poling and published by . This book was released on 1986-04-30 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Behavior Trees in Robotics and AI

Author : Michele Colledanchise
Publisher : CRC Press
ISBN 13 : 0429950896
Total Pages : 289 pages
Book Rating : 4.4/5 (299 download)

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Book Synopsis Behavior Trees in Robotics and AI by : Michele Colledanchise

Download or read book Behavior Trees in Robotics and AI written by Michele Colledanchise and published by CRC Press. This book was released on 2018-07-20 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: Behavior Trees (BTs) provide a way to structure the behavior of an artificial agent such as a robot or a non-player character in a computer game. Traditional design methods, such as finite state machines, are known to produce brittle behaviors when complexity increases, making it very hard to add features without breaking existing functionality. BTs were created to address this very problem, and enables the creation of systems that are both modular and reactive. Behavior Trees in Robotics and AI: An Introduction provides a broad introduction as well as an in-depth exploration of the topic, and is the first comprehensive book on the use of BTs. This book introduces the subject of BTs from simple topics, such as semantics and design principles, to complex topics, such as learning and task planning. For each topic, the authors provide a set of examples, ranging from simple illustrations to realistic complex behaviors, to enable the reader to successfully combine theory with practice. Starting with an introduction to BTs, the book then describes how BTs relate to, and in many cases, generalize earlier switching structures, or control architectures. These ideas are then used as a foundation for a set of efficient and easy to use design principles. The book then presents a set of important extensions and provides a set of tools for formally analyzing these extensions using a state space formulation of BTs. With the new analysis tools, the book then formalizes the descriptions of how BTs generalize earlier approaches and shows how BTs can be automatically generated using planning and learning. The final part of the book provides an extended set of tools to capture the behavior of Stochastic BTs, where the outcomes of actions are described by probabilities. These tools enable the computation of both success probabilities and time to completion. This book targets a broad audience, including both students and professionals interested in modeling complex behaviors for robots, game characters, or other AI agents. Readers can choose at which depth and pace they want to learn the subject, depending on their needs and background.

Systems Analysis and Design

Author : Alan Dennis
Publisher : John Wiley & Sons
ISBN 13 : 111955991X
Total Pages : 139 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Systems Analysis and Design by : Alan Dennis

Download or read book Systems Analysis and Design written by Alan Dennis and published by John Wiley & Sons. This book was released on 2020-11-17 with total page 139 pages. Available in PDF, EPUB and Kindle. Book excerpt: Systems Analysis and Design: An Object-Oriented Approach with UML, Sixth Edition helps students develop the core skills required to plan, design, analyze, and implement information systems. Offering a practical hands-on approach to the subject, this textbook is designed to keep students focused on doing SAD, rather than simply reading about it. Each chapter describes a specific part of the SAD process, providing clear instructions, a detailed example, and practice exercises. Students are guided through the topics in the same order as professional analysts working on a typical real-world project. Now in its sixth edition, this edition has been carefully updated to reflect current methods and practices in SAD and prepare students for their future roles as systems analysts. Every essential area of systems analysis and design is clearly and thoroughly covered, from project management, to analysis and design modeling, to construction, installation, and operations. The textbook includes access to a range of teaching and learning resources, and a running case study of a fictitious healthcare company that shows students how SAD concepts are applied in real-life scenarios.

The Economics of Artificial Intelligence

Author : Ajay Agrawal
Publisher : University of Chicago Press
ISBN 13 : 0226833127
Total Pages : 172 pages
Book Rating : 4.2/5 (268 download)

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Book Synopsis The Economics of Artificial Intelligence by : Ajay Agrawal

Download or read book The Economics of Artificial Intelligence written by Ajay Agrawal and published by University of Chicago Press. This book was released on 2024-03-05 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: A timely investigation of the potential economic effects, both realized and unrealized, of artificial intelligence within the United States healthcare system. In sweeping conversations about the impact of artificial intelligence on many sectors of the economy, healthcare has received relatively little attention. Yet it seems unlikely that an industry that represents nearly one-fifth of the economy could escape the efficiency and cost-driven disruptions of AI. The Economics of Artificial Intelligence: Health Care Challenges brings together contributions from health economists, physicians, philosophers, and scholars in law, public health, and machine learning to identify the primary barriers to entry of AI in the healthcare sector. Across original papers and in wide-ranging responses, the contributors analyze barriers of four types: incentives, management, data availability, and regulation. They also suggest that AI has the potential to improve outcomes and lower costs. Understanding both the benefits of and barriers to AI adoption is essential for designing policies that will affect the evolution of the healthcare system.

The New Heat Transfer: Equipment design and analysis

Author : Eugene F. Adiutori
Publisher :
ISBN 13 :
Total Pages : 272 pages
Book Rating : 4.:/5 (89 download)

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Book Synopsis The New Heat Transfer: Equipment design and analysis by : Eugene F. Adiutori

Download or read book The New Heat Transfer: Equipment design and analysis written by Eugene F. Adiutori and published by . This book was released on 1974 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt:

An Introduction to the Design and Behavior of Bolted Joints, Revised and Expanded

Author : John Bickford
Publisher : Routledge
ISBN 13 : 1351466852
Total Pages : 992 pages
Book Rating : 4.3/5 (514 download)

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Book Synopsis An Introduction to the Design and Behavior of Bolted Joints, Revised and Expanded by : John Bickford

Download or read book An Introduction to the Design and Behavior of Bolted Joints, Revised and Expanded written by John Bickford and published by Routledge. This book was released on 2018-05-11 with total page 992 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offering a broad-based review of the factors affecting the design, assembly and behaviour of bolted joints and their components in all industries, this work details various assembly options as well as specific failure modes and strategies for their avoidance. This edition features material on: the contact stresses between bolt head or nut face and the joint; thread forms, series and classes; the stiffness of raised face flange joints; and more.

The Behaviour Change Wheel

Author : Susan Michie
Publisher :
ISBN 13 : 9781912141005
Total Pages : 329 pages
Book Rating : 4.1/5 (41 download)

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Book Synopsis The Behaviour Change Wheel by : Susan Michie

Download or read book The Behaviour Change Wheel written by Susan Michie and published by . This book was released on 2014-05 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designing Interventions' brings together theory-based tools developed in behavioural science to understand and change behaviour to form a step-by-step intervention design manual. This book is for anyone with an interest in changing behaviour regardless of whether they have a background in behavioural science.

An Introduction to Behavior Analysis

Author : Gregory J. Madden
Publisher : John Wiley & Sons
ISBN 13 : 1119126541
Total Pages : 467 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis An Introduction to Behavior Analysis by : Gregory J. Madden

Download or read book An Introduction to Behavior Analysis written by Gregory J. Madden and published by John Wiley & Sons. This book was released on 2021-02-02 with total page 467 pages. Available in PDF, EPUB and Kindle. Book excerpt: AN INTRODUCTION TO BEHAVIOR ANALYSIS Explore a fascinating introductory treatment of the principles of behavior analysis written by three leading voices in the field An Introduction to Behavior Analysis delivers an engaging and comprehensive introduction to the concepts and applications for graduate students of behavior analysis. Written from the ground up to capture and hold student interest, the book keeps its focus on practical issues. The book offers readers sound analyses of Pavlovian and operant learning, reinforcement and punishment, motivation and stimulus control, language and rule-following, decision-making and clinical behavior analysis. With fully up to date empirical research references and theoretical content, An Introduction to Behavior Analysis thoroughly justifies every principle it describes with empirical support and explicitly points out where more data are required. The text encourages students to analyze their own experiences and some foundational findings in the field in a way that minimizes jargon and maximizes engagement. Readers will also benefit from the inclusion of: A clear articulation and defense of the philosophical assumptions and overarching goals of behavior analysis. A thorough description of objective data collection, experimental methods, and data analysis in the context of psychology An exploration of the core principles of behavior analysis, presented at a level comprehensible to an introductory audience A broad array of principles that cover issues as varied as language, substance-use disorders, and common psychological disorders Perfect for students taking their first course in behavior analysis or behavior modification, An Introduction to Behavior Analysis will also earn a place in the libraries of students pursuing certification through the Behavior Analysis Certification Board or taking courses in the applied psychological sciences.

Curriculum Handbook with General Information Concerning ... for the United States Air Force Academy

Author : United States Air Force Academy
Publisher :
ISBN 13 :
Total Pages : 296 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Curriculum Handbook with General Information Concerning ... for the United States Air Force Academy by : United States Air Force Academy

Download or read book Curriculum Handbook with General Information Concerning ... for the United States Air Force Academy written by United States Air Force Academy and published by . This book was released on 1996 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt:

MEMS: A Practical Guide of Design, Analysis, and Applications

Author : Jan Korvink
Publisher : Springer Science & Business Media
ISBN 13 : 3540336559
Total Pages : 981 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis MEMS: A Practical Guide of Design, Analysis, and Applications by : Jan Korvink

Download or read book MEMS: A Practical Guide of Design, Analysis, and Applications written by Jan Korvink and published by Springer Science & Business Media. This book was released on 2010-05-28 with total page 981 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new generation of MEMS books has emerged with this cohesive guide on the design and analysis of micro-electro-mechanical systems (MEMS). Leading experts contribute to its eighteen chapters that encompass a wide range of innovative and varied applications. This publication goes beyond fabrication techniques covered by earlier books and fills a void created by a lack of industry standards. Subjects such as transducer operations and free-space microsystems are contained in its chapters. Satisfying a demand for literature on analysis and design of microsystems the book deals with a broad array of industrial applications. This will interest engineering and research scientists in industry and academia.

Research Methods in Human-Computer Interaction

Author : Jonathan Lazar
Publisher : Morgan Kaufmann
ISBN 13 : 0128093439
Total Pages : 562 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Research Methods in Human-Computer Interaction by : Jonathan Lazar

Download or read book Research Methods in Human-Computer Interaction written by Jonathan Lazar and published by Morgan Kaufmann. This book was released on 2017-04-28 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research Methods in Human-Computer Interaction is a comprehensive guide to performing research and is essential reading for both quantitative and qualitative methods. Since the first edition was published in 2009, the book has been adopted for use at leading universities around the world, including Harvard University, Carnegie-Mellon University, the University of Washington, the University of Toronto, HiOA (Norway), KTH (Sweden), Tel Aviv University (Israel), and many others. Chapters cover a broad range of topics relevant to the collection and analysis of HCI data, going beyond experimental design and surveys, to cover ethnography, diaries, physiological measurements, case studies, crowdsourcing, and other essential elements in the well-informed HCI researcher's toolkit. Continual technological evolution has led to an explosion of new techniques and a need for this updated 2nd edition, to reflect the most recent research in the field and newer trends in research methodology. This Research Methods in HCI revision contains updates throughout, including more detail on statistical tests, coding qualitative data, and data collection via mobile devices and sensors. Other new material covers performing research with children, older adults, and people with cognitive impairments. - Comprehensive and updated guide to the latest research methodologies and approaches, and now available in EPUB3 format (choose any of the ePub or Mobi formats after purchase of the eBook) - Expanded discussions of online datasets, crowdsourcing, statistical tests, coding qualitative data, laws and regulations relating to the use of human participants, and data collection via mobile devices and sensors - New material on performing research with children, older adults, and people with cognitive impairments, two new case studies from Google and Yahoo!, and techniques for expanding the influence of your research to reach non-researcher audiences, including software developers and policymakers

Artificial Intelligence in Healthcare

Author : Adam Bohr
Publisher : Academic Press
ISBN 13 : 0128184396
Total Pages : 385 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Artificial Intelligence in Healthcare by : Adam Bohr

Download or read book Artificial Intelligence in Healthcare written by Adam Bohr and published by Academic Press. This book was released on 2020-06-21 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. - Highlights different data techniques in healthcare data analysis, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks - Includes applications and case studies across all areas of AI in healthcare data

Modern Protective Structures

Author : Theodor Krauthammer
Publisher : CRC Press
ISBN 13 : 1420015427
Total Pages : 530 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Modern Protective Structures by : Theodor Krauthammer

Download or read book Modern Protective Structures written by Theodor Krauthammer and published by CRC Press. This book was released on 2008-02-01 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today's world, reasonably predictable military operations have been replaced by low intensity conflicts-less predictable terrorist activities carried out by determined individuals or small groups that possess a wide range of backgrounds and capabilities. Because of the threats posed by this evolving type of warfare, civil engineers and emergency