This text presents a wide-ranging and rigorous overview of nearest neighbor methods, one of the most important paradigms in machine learning. Now in one self-contained volume, this book systematically covers key statistical, probabilistic, combinatorial and geometric ideas for understanding, analyzing and developing nearest neighbor methods. Gerard Biau is a professor at Universite Pierre et Marie Curie (Paris). Luc Devroye is a professor at the School of Computer Science at McGill University (Montreal).

Cyberculture is a particularly complex issue. It is seen as a fantastic meeting point of classic philosophers with postmodern theorists, politicians with community engineers, contemporary sophists with software engineers, and artists with rhetoricians. Today, cyberculture is identified highly with new media and digital rhetoric and could be used to create a comprehensive map of modern culture. Present and Future Paradigms of Cyberculture in the 21st Century is a comprehensive research publication that explores the influence of the internet and internet culture on society as a whole. Highlighting a wide range of topics such as digital media, activism, and psychology, this book is ideal for academicians, researchers, sociologists, psychologists, anthropologists, and students.

Using a unique in-depth, case-based approach, Cengage's NEW PERSPECTIVES COLLECTION, MICROSOFT (R) 365 (R) & EXCEL (R) 2021 COMPREHENSIVE helps you prepare for the Microsoft (R) Office (R) Specialist (MOS) certification exam -- and success in your future career. As you apply Microsoft (R) Office (R) skills to real-world business scenarios based on Burning Glass market insights, you will sharpen your critical-thinking and problem-solving skills. Professional tips and insights incorporated throughout provide context and relevancy to real-world practice, while ProSkills Boxes help strengthen your employability skills, including written and verbal communication. The text also offers updated coverage of Microsoft (R) 365 (R) features as well as enhanced support for Mac users. In addition, MindTap and up-to-date SAM (Skills Assessment Manager) online resources provide interactive study tools to help maximize your study time -- and results.

This book presents the latest in decision-making tools, techniques, and solutions for policy makers to utilize in overcoming the challenges faced by healthcare systems. With contributions from experts world-wide, an array of healthcare management models, techniques, and integrative solutions are presented, drawing on econometric, system dynamics, and agent-based models as well as state-of-the-art empirical studies. As total healthcare spending (both total expenditures on health as a percentage of GDP and average spending on per capita) increases across most of the world's economies, healthcare systems continue to face challenges in terms of cost, quality, and access, as a result of its fragmented nature. Consequently, healthcare managers and policy makers require innovative integrative approaches and solutions to better manage complex, dynamic healthcare systems. This volume offers researchers and policy makers an insightful and critical review of the state of the art in healthcare modeling, with a particular focus on system dynamics, agent-based models, and modern empirical studies. It will be of interest to those in the fields of health, business management, and information systems.

With the growing popularity of "big data", the potential value of personal data has attracted more and more attention. Applications built on personal data can create tremendous social and economic benefits. Meanwhile, they bring serious threats to individual privacy. The extensive collection, analysis and transaction of personal data make it difficult for an individual to keep the privacy safe. People now show more concerns about privacy than ever before. How to make a balance between the exploitation of personal information and the protection of individual privacy has become an urgent issue. In this book, the authors use methodologies from economics, especially game theory, to investigate solutions to the balance issue. They investigate the strategies of stakeholders involved in the use of personal data, and try to find the equilibrium. The book proposes a user-role based methodology to investigate the privacy issues in data mining, identifying four different types of users, i.e. four user roles, involved in data mining applications. For each user role, the authors discuss its privacy concerns and the strategies that it can adopt to solve the privacy problems. The book also proposes a simple game model to analyze the interactions among data provider, data collector and data miner. By solving the equilibria of the proposed game, readers can get useful guidance on how to deal with the trade-off between privacy and data utility. Moreover, to elaborate the analysis on data collector's strategies, the authors propose a contract model and a multi-armed bandit model respectively. The authors discuss how the owners of data (e.g. an individual or a data miner) deal with the trade-off between privacy and utility in data mining. Specifically, they study users' strategies in collaborative filtering based recommendation system and distributed classification system. They built game models to formulate the interactions among data owners, and propose learning algorithms to find the equilibria.

The advancement of computing and communication technologies have profoundly accelerated the development and deployment of complex enterprise systems, creating an importance in its implementation across corporate and industrial organizations worldwide.""The Handbook of Research on Enterprise Systems"" addresses the field of enterprise systems with more breadth and depth than any other resource, covering progressive technologies, leading theories, and advanced applications. Comprising over 25 articles from 47 expert authors from around the globe, this exhaustive collection of highly developed research extends the field of enterprise systems to offer libraries an unrivaled reference.This title features: 27 authoritative contributions by over 45 of the world's leading experts on enterprise systems from 16 countries; comprehensive coverage of each specific topic, highlighting recent trends and describing the latest advances in the field; more than 800 references to existing literature and research on enterprise systems; and, a compendium of over 200 key terms with detailed definitions. It is organized by topic and indexed, making it a convenient method of reference for all IT/IS scholars and professionals. It also features cross-referencing of key terms, figures, and information pertinent to enterprise systems.

Customer knowledge is becoming the new competitive asset in e-business that enables companies to serve each customer in his or her preferred way, and to nurture profitable and durable customer relationships. As companies grow and interact with more and more customers through increasingly diverse media and channels, having a systematic approach to customer knowledge management becomes critical. ""Customer Knowledge Management: People, Processes, and Technology"" introduces an integrated approach to analyzing and building customer knowledge management (CKM) synergy for sustainable competitive advantage. Well-organized and unique, this book provides concise yet comprehensive coverage of CKM concepts, methodologies, tools, issues, applications, and future trends.

Hypermedia systems may be one of the most significant contributions to the Internet in recent years. This powerful new technology has revolutionized the delivery of e-content through the internet. However, as the needs of users have changed, the hypermedia systems themselves have also changed. In just the past few years, adaptive and adaptable hypermedia systems have emerged. These systems can custom tailor information to individual end-users. The introduction of these systems yields countless benefits for both users and businesses. Adaptable and Adaptive Hypermedia Systems examines both types of new hypermedia systems; discussing the benefits, impacts and implications of both. This book covers the most current issues in the field, while providing insight into analytical and architectural aspects of the topic. Additionally, applications are provided in real-world settings to allow for a better and more thorough understanding of hypermedia systems.

The present book provides guidance to understanding complicated coupled processes based on the experimental data available and implementation of developed algorithms in numerical codes. Results of selected test cases in the fields of closed-form solutions (e.g., deformation processes), single processes (such as groundwater flow) as well as coupled processes are presented. It is part of the OpenGeoSys initiative - an open source project to share knowledge and experience in environmental analysis and scientific computation with the community.

This volume aims to present recent advances in database technology from the viewpoint of the novel database paradigms proposed in the last decade. It focuses on the theory of the extended relational model, and an example of an extended relational database programming language, Algres, is described. A free copy of Algres complements this work, and is available on the Internet. The work should be of interest to graduate studen ts following advanced database courses, advanced data-oriented applications developers, and researchers in the field of database programming languages and software engineering who need a flexible prototyping platform for the development of software tools.

This volume examines the complex, contradictory discourses of hypertext. Using theoretical material from cultural theory, radical and border pedagogies, and technology criticism, the text discusses three primary ways hypertext is articulated: as automated book (technical communication), as virtual commodity (online databases), and as environment for constructing and exploring multiple subject positions (postmodern hypertext in composition and literature). I would recommend the entire book to researchers and academics who recognize the need to integrate new technologies into our classrooms and pedagogies. - Technical Communication

This book illustrates the potential for computer simulation in the study of modern slavery and worker abuse, and by extension in all social issues. It lays out a philosophy of how agent-based modelling can be used in the social sciences. In addressing modern slavery, Chesney considers precarious work that is vulnerable to abuse, like sweat-shop labour and prostitution, and shows how agent modelling can be used to study, understand and fight abuse in these areas. He explores the philosophy, application and practice of agent modelling through the popular and free software NetLogo. This topical book is grounded in the technology needed to address the messy, chaotic, real world problems that humanity faces-in this case the serious problem of abuse at work-but equally in the social sciences which are needed to avoid the unintended consequences inherent to human responses. It includes a short but extensive NetLogo guide which readers can use to quickly learn this software and go on to develop complex models. This is an important book for students and researchers of computational social science and others interested in agent-based modelling.

This book provides a comprehensive guide to Industry 4.0 applications, not only introducing implementation aspects but also proposing a conceptual framework with respect to the design principles. In addition, it discusses the effects of Industry 4.0, which are reflected in new business models and workforce transformation. The book then examines the key technological advances that form the pillars of Industry 4.0 and explores their potential technical and economic benefits using examples of real-world applications. The changing dynamics of global production, such as more complex and automated processes, high-level competitiveness and emerging technologies, have paved the way for a new generation of goods, products and services. Moreover, manufacturers are increasingly realizing the value of the data that their processes and products generate. Such trends are transforming manufacturing industry to the next generation, namely Industry 4.0, which is based on the integration of information and communication technologies and industrial technology.The book provides a conceptual framework and roadmap for decision-makers for this transformation

This book provides developers, engineers, researchers and students with detailed knowledge about the High Efficiency Video Coding (HEVC) standard. HEVC is the successor to the widely successful H.264/AVC video compression standard, and it provides around twice as much compression as H.264/AVC for the same level of quality. The applications for HEVC will not only cover the space of the well-known current uses and capabilities of digital video they will also include the deployment of new services and the delivery of enhanced video quality, such as ultra-high-definition television (UHDTV) and video with higher dynamic range, wider range of representable color, and greater representation precision than what is typically found today. HEVC is the next major generation of video coding design a flexible, reliable and robust solution that will support the next decade of video applications and ease the burden of video on world-wide network traffic. This book provides a detailed explanation of the various parts of the standard, insight into how it was developed, and in-depth discussion of algorithms and architectures for its implementation."

Parallel CFD 2000, the Twelfth in an International series of meetings featuring computational fluid dynamics research on parallel computers, was held May 22-25, 2000 in Trondheim, Norway.
Following the trend of the past conferences, areas such as numerical schemes and algorithms, tools and environments, load balancing, as well as interdisciplinary topics and various kinds of industrial applications were all well represented in the work presented. In addition, for the first time in the Parallel CFD conference series, the organizing committee chose to draw special attention to certain subject areas by organizing a number of special sessions.
We feel the emphasis of the papers presented at the conference reflect the direction of the research within parallel CFD at the beginning of the new millennium. It seems to be a clear tendency towards increased industrial exploitation of parallel CFD. Several presentations also demonstrated how new insight is being achieved from complex simulations, and how powerful parallel computers now make it possible to use CFD within a broader interdisciplinary setting.
Obviously, successful application of parallel CFD still rests on the underlying fundamental principles. Therefore, numerical algorithms, development tools, and parallelization techniques are still as important as when parallel CFD was in is infancy. Furthermore, the novel concepts of affordable parallel computing as well as metacomputing show that exciting developments are still taking place.
As is often pointed out however, the real power of parallel CFD comes from the combination of all the disciplines involved: Physics, mathematics, and computer science. This is probably one of the principal reasons for the continued popularity of the Parallel CFD Conferences series, as well as the inspiration behind much of the excellent work carried out on the subject. We hope that the papers in this book, both on an individual basis and as a whole, will contribute to that inspiration. Further details of Parallel CFD'99, as well as other conferences in this series, are available at http: //www.parcfd.org