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Applied Intelligence for Industry 4.0

We are all aware that artificial intelligence (AI) has brought a change in our lives, driven by a new form of interaction between man and machine. We are in the era of the fourth Industrial Revolution (IR) where AI plays vital roles in human development by enabling extraordinary technological advances making fundamental changes to the way we live, work and relate to one another. It is an opportunity to help everyone, including leaders, policymakers and people from all income groups and nations, to harness converging technologies in order to create an inclusive, human-centered future. We need to prepare our graduates as well as researchers to conduct their research with 4.0 IR-related technologies. We need to develop policies and implement those policies to focus on the components of 4.0 IR for sustainable developments. Applied Intelligence for Industry 4.0 will cover cutting edge topics in the fields of AI and industry 4.0. The text will appeal to beginners and advanced researchers in computer science, information sciences, engineering and robotics. Features Discusses advance data mining, feature extraction and classification algorithms for disease detection, cyber security detection and prevention, soil quality assessment and other industrial applications Includes the parameter optimization and explanation of intelligent approaches for business applications Presents context-aware smart insights and energy efficient and smart computing for the next-generation of smart industry

Applied Intelligent Systems: New Directions (Studies in Fuzziness and Soft Computing #153)

Humans have always been hopeless at predicting the future…most people now generally agree that the margin of viability in prophecy appears to be 1 ten years. Even sophisticated research endeavours in this arena tend to go 2 off the rails after a decade or so. The computer industry has been particularly prone to bold (and often way off the mark) predictions, for example: ‘I think there is a world market for maybe five computers’ Thomas J. Watson, IBM Chairman (1943), ‘I have traveled the length and breadth of this country and talked with the best people, and I can assure you that data processing is a fad that won’t last out the year’ Prentice Hall Editor (1957), ‘There is no reason why anyone would want a computer in their home’ Ken Olsen, founder of DEC (1977) and ‘640K ought to be enough for anybody’ Bill Gates, CEO Microsoft (1981). 3 The field of Artificial Intelligence – right from its inception – has been particularly plagued by ‘bold prediction syndrome’, and often by leading practitioners who should know better. AI has received a lot of bad press 4 over the decades, and a lot of it deservedly so. How often have we groaned in despair at the latest ‘by the year-20xx, we will all have…(insert your own particular ‘hobby horse’ here – e. g.

Applied International Economics

Applied International Economics, 4th Edition offers a modern and accessible treatment of international economics, shifting the emphasis from pure theory to the application of theory by using some of the key tools of economic analysis. This new edition of the text formerly known as International Economics makes the real-life application of international economics clearer than ever before, and focuses on the basics that students will need in order to analyse information on the world economy throughout their future careers. The new edition has been refocused, revised and thoroughly updated. Key features include: A new chapter on the firm in international trade accompanies a greater focus on firms in the world economy, how trade influences income inequality and how businesses can apply principles of international economics.? New or expanded chapter subsections on topics including the intersection of international economics and international business; money, interest rates, and the exchange rate; and the dynamic gains from trade. Replacement and expansion of case studies to bring them fully up to date. Chapters on economic development in both the international trade and finance sections on the book to reflect the increasing importance of low- and middle-income countries in the world economy. A streamlined treatment of Purchasing Power Parity, leading into the concept of the real exchange rate.? Expanded treatment of the Eurozone and the Eurozone crisis. Written in a thorough and engaging style, the book covers topics at a level appropriate for students specializing in business or international relations, as well as for economics students. Along with a wealth of case studies and real-life examples, the book offers extensive pedagogy including a companion website, end of chapter summaries, explanations of key concepts and terms, problem sets and additional readings.

Applied International Economics

Applied International Economics, 4th Edition offers a modern and accessible treatment of international economics, shifting the emphasis from pure theory to the application of theory by using some of the key tools of economic analysis. This new edition of the text formerly known as International Economics makes the real-life application of international economics clearer than ever before, and focuses on the basics that students will need in order to analyse information on the world economy throughout their future careers. The new edition has been refocused, revised and thoroughly updated. Key features include: A new chapter on the firm in international trade accompanies a greater focus on firms in the world economy, how trade influences income inequality and how businesses can apply principles of international economics.? New or expanded chapter subsections on topics including the intersection of international economics and international business; money, interest rates, and the exchange rate; and the dynamic gains from trade. Replacement and expansion of case studies to bring them fully up to date. Chapters on economic development in both the international trade and finance sections on the book to reflect the increasing importance of low- and middle-income countries in the world economy. A streamlined treatment of Purchasing Power Parity, leading into the concept of the real exchange rate.? Expanded treatment of the Eurozone and the Eurozone crisis. Written in a thorough and engaging style, the book covers topics at a level appropriate for students specializing in business or international relations, as well as for economics students. Along with a wealth of case studies and real-life examples, the book offers extensive pedagogy including a companion website, end of chapter summaries, explanations of key concepts and terms, problem sets and additional readings.

Applied International Economics

Applied International Economics, 5th edition, offers a modern and accessible treatment of international economics, shifting the emphasis from pure theory to the application of theory by using the standard tools of economic analysis. This new and streamlined edition makes the real-world application of international economics even more clear than previous editions, and focuses on the basics that students will need in order to analyze information on the world economy throughout their future careers. The new edition has been refocused, revised, and thoroughly updated. Key features include: Expanded coverage of China’s role in the world economy. New material on how changes in trade flows can be decomposed into the extensive and intensive margins of trade. New material on the use of Section 301 of U.S. trade law and the U.S.–China trade dispute. Updated coverage of Brexit. A new focus on the sole use of the Mundell-Fleming model to analyze balance of payments issues. Improved linkages between the concepts of purchasing power parity and the real exchange rate. Written in a thorough and engaging style, the book covers topics at a level appropriate for students specializing in business or international relations, as well as economics students. Along with a wealth of case studies and real-life examples, the book offers extensive pedagogical tools that include a companion website, end-of-chapter summaries, and explanations of key concepts and terms. For instructors, PowerPoint presentations and an extensive test bank are available.

Applied International Economics

Applied International Economics, 5th edition, offers a modern and accessible treatment of international economics, shifting the emphasis from pure theory to the application of theory by using the standard tools of economic analysis. This new and streamlined edition makes the real-world application of international economics even more clear than previous editions, and focuses on the basics that students will need in order to analyze information on the world economy throughout their future careers. The new edition has been refocused, revised, and thoroughly updated. Key features include: Expanded coverage of China’s role in the world economy. New material on how changes in trade flows can be decomposed into the extensive and intensive margins of trade. New material on the use of Section 301 of U.S. trade law and the U.S.–China trade dispute. Updated coverage of Brexit. A new focus on the sole use of the Mundell-Fleming model to analyze balance of payments issues. Improved linkages between the concepts of purchasing power parity and the real exchange rate. Written in a thorough and engaging style, the book covers topics at a level appropriate for students specializing in business or international relations, as well as economics students. Along with a wealth of case studies and real-life examples, the book offers extensive pedagogical tools that include a companion website, end-of-chapter summaries, and explanations of key concepts and terms. For instructors, PowerPoint presentations and an extensive test bank are available.

Applied International Trade

This thoroughly revised second edition of Applied International Tradepresents the leading theoretical and applied methods used in the fieldof international trade. It highlights the importance of linking theory todata and of verifying theoretical predictions through empiricalinvestigation. The book also draws out and highlights the theoreticaland policy implications that arise from empirical findings. Features of the second edition include:? Expanded focus on emerging topics such as firm heterogeneity, intrafirmtrade, and the basis and structure of multinational production? Increased coverage of gravity models and international factormovements, including labor migration? Fully updated presentation and discussion of the most recent empiricalfindings, data methods and sources Rigorous and analytical, yet written in an accessible manner with ampleuse of graphs throughout, Applied International Trade is an ideal textfor courses at advanced undergraduate and masters level. For instructors: A companion website is available atwww.palgrave.com/economics/AIT2, comprising lecture slides andan Instructor's Manual with solutions to end-of-chapter problems.

Applied Investment Theory: How Markets and Investors Behave, and Why

Institutions now dominate trading in equities around the world. Mutual funds are the most prominent, and doubly important as custodians of retirement savings. Despite this, there is no comprehensive description of fund manager behaviour, much less a matching theory. This is troubling because one of the most economically significant puzzles in finance is why experienced, well-resourced fund managers cannot outperform the market.Applied Investment Theory: How Equity Markets Behave, and Why brings together academic research, empirical evidence and real market experience to provide new insights into equity markets and their behaviours. The book draws upon the author’s rich industry experience and academic research, plus over 40 interviews with fund managers on three continents and across different markets. The result is an innovative model that explains the puzzle of poor performance by mutual funds in terms of structural features of markets, the managed investment industry, and the conduct of fund managers.This book provides a fully integrated depiction of what markets and investors do, and why – insights that will resonate with the needs of investors, wealth managers and industry regulators. It is fully documented, but free of jargon and arcane math, and provides a grounded theory that is relevant to anyone who wants to pierce the opacity of mutual fund operations. Applied Investment Theory sets out a new paradigm in investment that is at the forefront of what should be an industrial-scale development of new finance theory following two decades of almost back-to-back financial crises.

Applied Legal Pluralism: Processes, Driving Forces and Effects

This book offers a comparative study of the management of legal pluralism. The authors describe and analyse the way state and non-state legal systems acknowledge legal pluralism – defined as the coexistence of a state and non-state legal systems in the same space in respect of the same subject matter for the same population - and determine its consequences for their own purposes. The book sheds light on the management processes deployed by legal systems in Africa, Canada, Central Europe and the South Pacific, the multitudinous factors circumscribing the action of systems and individuals with respect to legal pluralism, and the effects of management strategies and processes on systems as well as on individuals. The book offers fresh practical and analytical insight on applied legal pluralism, a fast-growing field of scholarship and professional practice. Drawing from a wealth of original empirical data collected in several countries by a multilingual and multidisciplinary team, it provides a thorough account of the intricate patterns of state and non-state practices with respect to legal pluralism. As the book’s non-prescriptive approach helps to uncover and evaluate several biases or assumptions on the part of policy makers, scholars and development agencies regarding the nature and the consequences of legal pluralism, it will appeal to a wide range of scholars and practitioners in law, development studies, political science and social sciences.

Applied Legal Pluralism: Processes, Driving Forces and Effects

This book offers a comparative study of the management of legal pluralism. The authors describe and analyse the way state and non-state legal systems acknowledge legal pluralism – defined as the coexistence of a state and non-state legal systems in the same space in respect of the same subject matter for the same population - and determine its consequences for their own purposes. The book sheds light on the management processes deployed by legal systems in Africa, Canada, Central Europe and the South Pacific, the multitudinous factors circumscribing the action of systems and individuals with respect to legal pluralism, and the effects of management strategies and processes on systems as well as on individuals. The book offers fresh practical and analytical insight on applied legal pluralism, a fast-growing field of scholarship and professional practice. Drawing from a wealth of original empirical data collected in several countries by a multilingual and multidisciplinary team, it provides a thorough account of the intricate patterns of state and non-state practices with respect to legal pluralism. As the book’s non-prescriptive approach helps to uncover and evaluate several biases or assumptions on the part of policy makers, scholars and development agencies regarding the nature and the consequences of legal pluralism, it will appeal to a wide range of scholars and practitioners in law, development studies, political science and social sciences.

Applied Linear Regression for Business Analytics with R: A Practical Guide to Data Science with Case Studies (International Series in Operations Research & Management Science #337)

Applied Linear Regression for Business Analytics with R introduces regression analysis to business students using the R programming language with a focus on illustrating and solving real-time, topical problems. Specifically, this book presents modern and relevant case studies from the business world, along with clear and concise explanations of the theory, intuition, hands-on examples, and the coding required to employ regression modeling. Each chapter includes the mathematical formulation and details of regression analysis and provides in-depth practical analysis using the R programming language.

Applied Macroeconomics: A Practical Introduction

This textbook provides a comprehensive overview of macroeconomic relationships and explains the most important macroeconomic variables in an easy-to-understand manner. The reader is introduced to important macroeconomic variables such as inflation and aggregate demand in chapters that build on one another. They learn, among other things, how economic crises arise or the role and functioning of money, capital and goods markets. The aim is to provide the reader with economic knowledge that can be applied in business practice. The economics material has been deliberately selected so that business studies content is usefully supplemented. However, detailed explanations and both application-oriented and practice-related examples and exercises make it easy for non-economists to understand the complex economic topics. Well-founded knowledge presented in an immediately comprehensible way!

Applied Macroeconomics for Public Policy

Applied Macroeconomics for Public Policy applies system and control theory approaches to macroeconomic problems. The book shows how to build simple and efficient macroeconomic models for policy analysis. By using these models, instead of complex multi-criteria models with uncertain parameters, readers will gain new certainty in macroeconomic decision-making. As high debt to GDP ratios cause problems in societies, this book provides insights on improving economies during and after economic downturns.Provides a detailed analysis of existing macroeconomic modelsAddresses the dynamics of debt to GDP ratio and the effects of fiscal and monetary policy on this ratioShows how to use models to evaluate the dynamics of the debt to GDP ratio in cases of government spending and tax cuts and to decide whether such economic measures are efficientUses optimal theory to obtain optimal yearly debt levels to reach the established goals (decrease debt or balance budget) Provides many examples and software exercises to promote learning by doing

Applied Marketing: Anwendungsorientierte Marketingwissenschaft der deutschen Fachhochschulen

Applied Marketing Analytics Using R

Marketing has become increasingly data-driven in recent years as a result of new emerging technologies such as AI, granular data availability and ever-growing analytics tools. With this trend only set to continue, it’s vital for marketers today to be comfortable in their use of data and quantitative approaches and have a thorough grounding in understanding and using marketing analytics in order to gain insights, support strategic decision-making, solve marketing problems, maximise value and achieve success. Taking a very hands-on approach with the use of real-world datasets, case studies and R (a free statistical package), this book supports students and practitioners to explore a range of marketing phenomena using various applied analytics tools, with a balanced mix of technical coverage alongside marketing theory and frameworks. Chapters include learning objectives, figures, tables and questions to help facilitate learning. Also included online with the datasets are software codes and solutions (R Markdowns, HTML files) to use with the book, as well as PowerPoint slides, a teaching guide and a testbank for instructors teaching a marketing analytics course. This book is essential reading for advanced level marketing students and marketing practitioners who want to become cutting-edge marketers. Dr. Gokhan Yildirim is an Associate Professor of Marketing at Imperial College Business School, London. Dr. Raoul V. Kübler is an Associate Professor of Marketing at ESSEC Business School, Paris.

Applied Marketing Analytics Using R

Marketing has become increasingly data-driven in recent years as a result of new emerging technologies such as AI, granular data availability and ever-growing analytics tools. With this trend only set to continue, it’s vital for marketers today to be comfortable in their use of data and quantitative approaches and have a thorough grounding in understanding and using marketing analytics in order to gain insights, support strategic decision-making, solve marketing problems, maximise value and achieve success. Taking a very hands-on approach with the use of real-world datasets, case studies and R (a free statistical package), this book supports students and practitioners to explore a range of marketing phenomena using various applied analytics tools, with a balanced mix of technical coverage alongside marketing theory and frameworks. Chapters include learning objectives, figures, tables and questions to help facilitate learning. Also included online with the datasets are software codes and solutions (R Markdowns, HTML files) to use with the book, as well as PowerPoint slides, a teaching guide and a testbank for instructors teaching a marketing analytics course. This book is essential reading for advanced level marketing students and marketing practitioners who want to become cutting-edge marketers. Dr. Gokhan Yildirim is an Associate Professor of Marketing at Imperial College Business School, London. Dr. Raoul V. Kübler is an Associate Professor of Marketing at ESSEC Business School, Paris.

Applied Marketing Analytics Using R

Marketing has become increasingly data-driven in recent years as a result of new emerging technologies such as AI, granular data availability and ever-growing analytics tools. With this trend only set to continue, it’s vital for marketers today to be comfortable in their use of data and quantitative approaches and have a thorough grounding in understanding and using marketing analytics in order to gain insights, support strategic decision-making, solve marketing problems, maximise value and achieve success. Taking a very hands-on approach with the use of real-world datasets, case studies and R (a free statistical package), this book supports students and practitioners to explore a range of marketing phenomena using various applied analytics tools, with a balanced mix of technical coverage alongside marketing theory and frameworks. Chapters include learning objectives, figures, tables and questions to help facilitate learning. Also included online with the datasets are software codes and solutions (R Markdowns, HTML files) to use with the book, as well as PowerPoint slides, a teaching guide and a testbank for instructors teaching a marketing analytics course. This book is essential reading for advanced level marketing students and marketing practitioners who want to become cutting-edge marketers. Dr. Gokhan Yildirim is an Associate Professor of Marketing at Imperial College Business School, London. Dr. Raoul V. Kübler is an Associate Professor of Marketing at ESSEC Business School, Paris.

Applied Mathematical Demography (Springer Texts in Statistics)

What follows is a new edition of the second in a series of three books providing an account of the mathematical development of demography. The first, Introduction to the Mathematics of Population (Addison-Wesley, 1968), gave the mathematical background. The second, the original of the present volume, was concerned with demography itself. The third in the sequence, Mathematics Through Problems (with John Beekman; Springer­ Verlag, 1982), supplemented the first two with an ordered sequence of problems and answers. Readers interested in the mathematics may consult the earlier book, republished with revisions by Addison-Wesley in 1977 and still in print. There is no overlap in subject matter between Applied Mathematical Demography and the Introduction to the Mathematics of Population. Three new chapters have been added, dealing with matters that have come recently into the demographic limelight: multi-state calculations, family demogra­ phy, and heterogeneity. vii PREFACE This book is concerned with commonsense questions about, for instance, the effect of a lowered death rate on the proportion of old people or the effect of abortions on the birth rate. The answers that it reaches are not always commonsense, and we will meet instances in which intuition has to be adjusted to accord with what the mathematics shows to be the case.

Applied Mathematics and Parallel Computing: Festschrift for Klaus Ritter

The authors of this Festschrift prepared these papers to honour and express their friendship to Klaus Ritter on the occasion of his sixtieth birthday. Be­ cause of Ritter's many friends and his international reputation among math­ ematicians, finding contributors was easy. In fact, constraints on the size of the book required us to limit the number of papers. Klaus Ritter has done important work in a variety of areas, especially in var­ ious applications of linear and nonlinear optimization and also in connection with statistics and parallel computing. For the latter we have to mention Rit­ ter's development of transputer workstation hardware. The wide scope of his research is reflected by the breadth of the contributions in this Festschrift. After several years of scientific research in the U.S., Klaus Ritter was ap­ pointed as full professor at the University of Stuttgart. Since then, his name has become inextricably connected with the regularly scheduled conferences on optimization in Oberwolfach. In 1981 he became full professor of Applied Mathematics and Mathematical Statistics at the Technical University of Mu­ nich. In addition to his university teaching duties, he has made the activity of applying mathematical methods to problems of industry to be centrally important.

Applied Mathematics for Economics (Theory and Decision Library B #7)

Applied Mathematics with Open-Source Software: Operational Research Problems with Python and R (Chapman & Hall/CRC Series in Operations Research)

Applied Mathematics with Open-source Software: Operational Research Problems with Python and R is aimed at a broad segment of readers who wish to learn how to use open-source software to solve problems in applied mathematics. The book has an innovative structure with 4 sections of two chapters covering a large range of applied mathematical techniques: probabilistic modelling, dynamical systems, emergent behaviour and optimisation. The pairs of chapters in each section demonstrate different families of solution approaches. Each chapter starts with a problem, gives an overview of the relevant theory, shows a solution approach in R and in Python, and finally gives wider context by including a number of published references. This structure will allow for maximum accessibility, with minimal prerequisites in mathematics or programming as well as giving the right opportunities for a reader wanting to delve deeper into a particular topic. Features An excellent resource for scholars of applied mathematics and operational research, and indeed any academics who want to learn how to use open-source software. Offers more general and accessible treatment of the subject than other texts, both in terms of programming language but also in terms of the subjects considered. The R and Python sections purposefully mirror each other so that a reader can read only the section that interests them. An accompanying open-source repository with source files and further examples is posted online at https://bit.ly/3kpoKSd.

Applied Mathematics with Open-Source Software: Operational Research Problems with Python and R (Chapman & Hall/CRC Series in Operations Research)

Applied Mathematics with Open-source Software: Operational Research Problems with Python and R is aimed at a broad segment of readers who wish to learn how to use open-source software to solve problems in applied mathematics. The book has an innovative structure with 4 sections of two chapters covering a large range of applied mathematical techniques: probabilistic modelling, dynamical systems, emergent behaviour and optimisation. The pairs of chapters in each section demonstrate different families of solution approaches. Each chapter starts with a problem, gives an overview of the relevant theory, shows a solution approach in R and in Python, and finally gives wider context by including a number of published references. This structure will allow for maximum accessibility, with minimal prerequisites in mathematics or programming as well as giving the right opportunities for a reader wanting to delve deeper into a particular topic. Features An excellent resource for scholars of applied mathematics and operational research, and indeed any academics who want to learn how to use open-source software. Offers more general and accessible treatment of the subject than other texts, both in terms of programming language but also in terms of the subjects considered. The R and Python sections purposefully mirror each other so that a reader can read only the section that interests them. An accompanying open-source repository with source files and further examples is posted online at https://bit.ly/3kpoKSd.

Applied Measurement: Industrial Psychology in Human Resources Management

An updated version of Deborah Whetzel and George Wheaton's earlier volume, this text is a well-organized sourcebook for fundamental practices in industrial psychology and human resources management. Applied Measurement describes the process of job analysis and test development with practical examples and discusses various methods for measuring job performance. Its primary purpose is to provide practical, systematic guidance on how to develop the various kinds of measurement instruments frequently used in the fields of industrial psychology and human resources management to assess personnel. With easy to follow guidance written in straightforward language, Applied Measurement contains three new chapters focusing on training and experience measures, assessment centers, and methods for defending the content validity of tests; includes contributions from many prominent researchers in the field, all of whom have had a great deal of applied experience; begins each chapter with an overview describing the job analysis or measurement method; and uses one job, that of an electrician, as an example throughout the book so that readers can easily understand how to apply job analysis data for the purposes of test development and job performance measurement. This practical, concise book is recommended for students and entry-level practitioners in the fields of industrial psychology and human resources.

Applied Measurement: Industrial Psychology in Human Resources Management

An updated version of Deborah Whetzel and George Wheaton's earlier volume, this text is a well-organized sourcebook for fundamental practices in industrial psychology and human resources management. Applied Measurement describes the process of job analysis and test development with practical examples and discusses various methods for measuring job performance. Its primary purpose is to provide practical, systematic guidance on how to develop the various kinds of measurement instruments frequently used in the fields of industrial psychology and human resources management to assess personnel. With easy to follow guidance written in straightforward language, Applied Measurement contains three new chapters focusing on training and experience measures, assessment centers, and methods for defending the content validity of tests; includes contributions from many prominent researchers in the field, all of whom have had a great deal of applied experience; begins each chapter with an overview describing the job analysis or measurement method; and uses one job, that of an electrician, as an example throughout the book so that readers can easily understand how to apply job analysis data for the purposes of test development and job performance measurement. This practical, concise book is recommended for students and entry-level practitioners in the fields of industrial psychology and human resources.

Applied Mergers and Acquisitions (Wiley Finance #810)

A comprehensive guide to the world of mergers and acquisitions Why do so many M&A transactions fail? And what drives the success of those deals that are consummated? Robert Bruner explains that M&A can be understood as a response by managers to forces of turbulence in their environment. Despite the material failure rates of mergers and acquisitions, those pulling the trigger on key strategic decisions can make them work if they spend great care and rigor in the development of their M&A deals. By addressing the key factors of M&A success and failure, Applied Mergers and Acquisitions can help readers do this. Written by one of the foremost thinkers and educators in the field, this invaluable resource teaches readers the art and science of M&A valuation, deal negotiation, and bargaining, and provides a framework for considering tradeoffs in an effort to optimize the value of any M&A deal.