Against the backdrop of the recent trend towards mega-regional trade initiatives, this book addresses the most topical issues that lie at the intersection of law and technology. By assessing international law and the political economy, the contributing authors offer an enhanced understanding of the challenges of diverging regulatory approaches to innovation. With contributions from leading scholars in the field, this book presents a collaborative effort to map out the new dynamics shaped by scientific and technological advances and corresponding regulatory approaches. Starting with the trend of regulatory cooperation, the book focuses on prominent fields in international trade, information technology, energy, and public health. The final section reflects upon the position of intellectual property rights, a key concern in cross-border trade. This work is the first of its kind to give a timely review and assessment of the most critical challenges facing policymakers and academics in the newest wave of transformation in global trade governance. The book will appeal to academics who are researching in international economic law, technology law and policy, and political science. Practitioners and policy makers who are active in the field of international trade will also find great value in this work. Contributors include: W.-M. Choi, S.-J. Feng, M.-Z. Gao, B. Hazucha, C.-F. Lin, H.-W. Liu, C.-F. Lo, P. Mavroidis, B. Mercurio, Y. Naiki, S.-Y. Peng, S. Shadikhodjaev, R.H. Weber, M. Wu, P. Yu

This book proposes a new capital asset pricing model dubbed the ZCAPM that outperforms other popular models in empirical tests using US stock returns. The ZCAPM is derived from Fischer Black's well-known zero-beta CAPM, itself a more general form of the famous capital asset pricing model (CAPM) by 1990 Nobel Laureate William Sharpe and others. It is widely accepted that the CAPM has failed in its theoretical relation between market beta risk and average stock returns, as numerous studies have shown that it does not work in the real world with empirical stock return data. The upshot of the CAPM's failure is that many new factors have been proposed by researchers. However, the number of factors proposed by authors has steadily increased into the hundreds over the past three decades. This new ZCAPM is a path-breaking asset pricing model that is shown to outperform popular models currently in practice in finance across different test assets and time periods. Since asset pricing is central to the field of finance, it can be broadly employed across many areas, including investment analysis, cost of equity analyses, valuation, corporate decision making, pension portfolio management, etc. The ZCAPM represents a revolution in finance that proves the CAPM as conceived by Sharpe and others is alive and well in a new form, and will certainly be of interest to academics, researchers, students, and professionals of finance, investing, and economics.

The book offers an in-depth research of the economic situations along the Belt and Road and the initiative's cooperation prospects, opportunities and challenges. It draws on economic data, including those on trade, investment, infrastructure, urban distribution, industrial cooperation, financial integration and revision of historical and political background. The Belt and Road initiative (BRI) comes from not only the ancient Silk Road, but also a long-term international cooperation between China and relevant countries. As a China-led initiative, the BRI is built upon China's international vision according to its development process. Therefore, the book also discusses how China balances its own development process among different domestic regions, and how the Initiative fits into the changes of global economic system and brings positive change for developing and developed economies involved, on the long haul. Furthermore, this book aims to find out precise direction of the initiative in order to assess appropriate implication on development under current globalization and provide valuable experience for future economic synergetic development by reviewing the past cooperative experience as references for policy-making and prospective engagementIn terms of methodology, analyses were conducted applying multi-methods with best available evidence to enrich the understanding of the potential of the BRI in terms of socio-economic impact on cooperation and difference and similarities of economic, cultural characteristics and political system among countries.

This book offers an introduction to modern natural language processing using machine learning, focusing on how neural networks create a machine interpretable representation of the meaning of natural language. Language is crucially linked to ideas - as Webster's 1923 "English Composition and Literature" puts it: "A sentence is a group of words expressing a complete thought". Thus the representation of sentences and the words that make them up is vital in advancing artificial intelligence and other "smart" systems currently being developed. Providing an overview of the research in the area, from Bengio et al.'s seminal work on a "Neural Probabilistic Language Model" in 2003, to the latest techniques, this book enables readers to gain an understanding of how the techniques are related and what is best for their purposes. As well as a introduction to neural networks in general and recurrent neural networks in particular, this book details the methods used for representing words, senses of words, and larger structures such as sentences or documents. The book highlights practical implementations and discusses many aspects that are often overlooked or misunderstood. The book includes thorough instruction on challenging areas such as hierarchical softmax and negative sampling, to ensure the reader fully and easily understands the details of how the algorithms function. Combining practical aspects with a more traditional review of the literature, it is directly applicable to a broad readership. It is an invaluable introduction for early graduate students working in natural language processing; a trustworthy guide for industry developers wishing to make use of recent innovations; and a sturdy bridge for researchers already familiar with linguistics or machine learning wishing to understand the other.

Ontologies form an indispensable part of the Semantic Web standard stack. While the Semantic Web is still our vision into the future, ontologies have already found a myriad of applications such as document retrieval, image retrieval, agent interoperability and document annotation. Ontology Learning and Knowledge Discovery Using the Web: Challenges and Recent Advances provides relevant theoretical foundations, and disseminates new research findings and expert views on the remaining challenges in ontology learning. This book is invaluable resource as a library or personal reference for graduate students, researchers, and industrial practitioners. Readers who are in the process of looking for future research directions, and carving out their own niche area will find this book particularly useful due to the detailed scope and wide coverage of the book, which informs any discussion of artificial intelligence, knowledge acquisition, knowledge representation and reasoning, text mining, information extraction, and ontology learning.

Based on the fieldwork carried out at two elementary schools, Merits School and Pioneer School, in northeastern China, the monograph details how local schools enacted the New Mathematics Curriculum Reform that was launched in early 2000. The trajectory of the reform implementation at each school was plotted out. Both schools resorted to a long-standing quality control mechanism, i.e., teaching norms, to operationalize the reform ideas. The mechanism functioned by placing teachers under measurable supervision and evaluation aligned with the reform. The schools responded to the reform following school people’s raising practical concerns, as well as the established school culture. Merits School arrived at a "two-faced strategy" to cope with the reform. Pioneer School managed to maintain a balance between promoting reform pedagogy and maintaining good test rankings. Both schools marginally involved parents in the implementation of the reform. This study suggests that to achieve success, reformers need to place equal emphasis on the transformation of teachers as well as local policymakers. This book enriches the existing literature on the implementation of mathematics curriculum reform at the school level and brings insights into the schools’ implementation decisions, which will appeal to policymakers, curriculum researchers and administrators.

A critical challenge in deep learning is the vulnerability of deep learning networks to security attacks from intelligent cyber adversaries. Even innocuous perturbations to the training data can be used to manipulate the behaviour of deep networks in unintended ways. In this book, we review the latest developments in adversarial attack technologies in computer vision; natural language processing; and cybersecurity with regard to multidimensional, textual and image data, sequence data, and temporal data. In turn, we assess the robustness properties of deep learning networks to produce a taxonomy of adversarial examples that characterises the security of learning systems using game theoretical adversarial deep learning algorithms. The state-of-the-art in adversarial perturbation-based privacy protection mechanisms is also reviewed. We propose new adversary types for game theoretical objectives in non-stationary computational learning environments. Proper quantification of the hypothesis set in the decision problems of our research leads to various functional problems, oracular problems, sampling tasks, and optimization problems. We also address the defence mechanisms currently available for deep learning models deployed in real-world environments. The learning theories used in these defence mechanisms concern data representations, feature manipulations, misclassifications costs, sensitivity landscapes, distributional robustness, and complexity classes of the adversarial deep learning algorithms and their applications. In closing, we propose future research directions in adversarial deep learning applications for resilient learning system design and review formalized learning assumptions concerning the attack surfaces and robustness characteristics of artificial intelligence applications so as to deconstruct the contemporary adversarial deep learning designs. Given its scope, the book will be of interest to Adversarial Machine Learning practitioners and Adversarial Artificial Intelligence researchers whose work involves the design and application of Adversarial Deep Learning.

This book chooses four different transmission mechanisms of interest rate, credit, exchange rate, and asset price to study whether China’s monetary policy has an impact on these four transmission mechanisms and then studies whether these four transmission mechanisms have an impact on the macroeconomy, so as to determine the impact of China’s monetary policy on macro-goals.

This book, for the first time, introduces comprehensively all main topics of lifeline earthquake engineering, including the structure analysis, network evaluation, and network design. The distinctive features involved in this book are the construction of theories and methods for stochastic analysis of structures based the physical idea, probability analytical algorithms for network evaluation by employing Boolean Algebra, functional evaluation of water distribution networks using hydraulic analysis, and network design methods by employing genetic, simulated annealing, and hybrid algorithms.

This book mainly addresses China's Belt and Road Initiative in terms of the connectivity industrial and spatial development, as well as current world's economic and trade pattern under such synergy development, and focuses on the function and mechanism of industry and geography coordination. Although current research on the value circulation between China and developed economies is relatively adequate, the book focuses on the value circulation between the countries and regions, especially the developing economies. China and other developing countries tie strongly with the production value circulation. The coordination industrial and spatial development in the global value cycle is also the cornerstone of long-term stabilization and sustainable development in China. Therefore, this book provides the theoretical and empirical research on Belt and Road from the perspectives on industrial and spatial synergy. This book proposes several questions: Any inherent inlay between industrial and geographic allocation, i.e., is there any possibility for close integration? This book analyzes the necessity of coordinated development of industry and space perspective of production division. Secondly, from the perspective of historical evolution and current situation, it analyzes the relationship among industry, economic growth and fluctuation and compares realizing paths of synergy of industrial and spatial development. It contains the industry and spatial diffusion mechanism and the effect of synergy development. Moreover, the corresponding policy implication is provided for sustainable development through the Belt and Road Initiative.

Chinese grammar is characterized by its simple structure, lack of inflections, and wide use of monosyllabic morphemes. With the increasing popularity of learning Chinese as a second language, there is a demand for a guide to Chinese grammar that's targeted at second language learners. This four-volume set is one of the earliest and most influential works on Chinese grammar, with a special focus on teaching and learning Chinese as a second language. Utilizing their rich teaching experience, the authors analyze a myriad of authentic examples to describe the Chinese grammatical phenomenon and rules. This volume introduces the functional words in modern Chinese grammar, which include prepositions, conjunctions, auxiliary verbs, onomatopoeia, and interjections. Since the first edition came out in 1983, this set has been revised twice and remained one of the best sellers in this topic. Practitioners and scholars of teaching Chinese as a second language, as well as students with a basic knowledge of Chinese, will find it a handy reference.

Chinese grammar is characterized by its simple structure, lack of inflections, and wide use of monosyllabic morphemes. With the increased popularity of learning Chinese as a second language, there is a demand for a guide to Chinese grammar that's targeted at second language learners. This four-volume set is one of the earliest and most influential works of Chinese grammar, with a special focus on teaching and learning Chinese as a second language. Drawing on rich teaching experience, the authors analyze a myriad of real-world examples to describe Chinese grammatical phenomena and rules while introducing the general grammar system of Chinese. This volume introduces several simple sentence and compound sentence structures of modern Chinese grammar. In addition, the authors examine discourse and other larger units of sentences in use. Since the first edition came out in 1983, this set has been revised twice and remained one of the best sellers in the field. Practitioners and scholars of teaching Chinese as a second language, as well as students with a basic knowledge of Chinese, will find it to be a handy reference.

This book presents the series of lectures on the "Belt and Road Initiatives" from the Guang Ming Forum organized by Guang Ming Daily. Co-authored by Ge Jianxiong, Hu Angang, Lin Yifu, Qiao Liang and nine other respected scholars and experts, it provides a comprehensive analysis of the "Belt and Road Initiatives" and its significance in terms of economics and economic geography, yielding an insightful interpretation of the strategy. It also offers multiple perspectives, including national political, historical, military, diplomatic, cultural, technological and legal.

Based on the fieldwork carried out at two elementary schools, Merits School and Pioneer School, in northeastern China, the monograph details how local schools enacted the New Mathematics Curriculum Reform that was launched in early 2000. The trajectory of the reform implementation at each school was plotted out. Both schools resorted to a long-standing quality control mechanism, i.e., teaching norms, to operationalize the reform ideas. The mechanism functioned by placing teachers under measurable supervision and evaluation aligned with the reform. The schools responded to the reform following school people's raising practical concerns, as well as the established school culture. Merits School arrived at a "two-faced strategy" to cope with the reform. Pioneer School managed to maintain a balance between promoting reform pedagogy and maintaining good test rankings. Both schools marginally involved parents in the implementation of the reform. This study suggests that to achieve success, reformers need to place equal emphasis on the transformation of teachers as well as local policymakers. This book enriches the existing literature on the implementation of mathematics curriculum reform at the school level and brings insights into the schools' implementation decisions, which will appeal to policymakers, curriculum researchers and administrators.

Nonequilibrium atmospheric pressure plasma jets (N-APPJs) generate plasma in open space rather than in a confined chamber and can be utilized for applications in medicine. This book provides a complete introduction to this fast-emerging field, from the fundamental physics, to experimental approaches, to plasma and reactive species diagnostics. It provides an overview of the development of a wide range of plasma jet devices and their fundamental mechanisms. The book concludes with a discussion of the exciting application of plasmas for cancer treatment. The book provides details on experimental methods including expert tips and caveats. covers novel devices driven by various power sources and the impact of operating conditions on concentrations and fluxes of the reactive species. discusses the latest advances including theory, modeling, and simulation approaches. gives an introduction, overview and details on state of the art diagnostics of small scale high gradient atmospheric pressure plasmas. covers the use of N-APPJs for cancer applications, including discussion of destruction of cancer cells, mechanisms of action, and selectivity studies. XinPei Lu is a Chair Professor in the School of Electrical and Electronic Engineering at Huazhong University of Science and Technology. Stephan Reuter is currently Visiting Professor at Universite Paris-Saclay. In a recent Alexander von Humboldt research fellowship at Princeton University, he performed ultrafast laser spectroscopy on cold plasmas. Mounir Laroussi is Professor of Electrical and Computer Engineering and director of the Plasma Engineering and Medicine Institute at Old Dominion University. He is a Fellow of IEEE and recipient of an IEEE Merit Award. DaWei Liu is Professor in the School of Electrical and Electronic Engineering at Huazhong University of Science and Technology.

This book provides a survey of the latest research and developments in plasma technology. In an easy and comprehensive manner, it explores what plasma is and the technologies utilized to produce plasma. It then investigates the main applications and their benefits. Different from other books on the topic that focus on specific aspects of plasma technology, the intention is to provide an introduction to all aspects related to plasma technologies. This book will be an ideal resource for graduate students studying plasma technologies, in addition to researchers in physics, engineering, and materials science. Features Accessible and easy to understand Provides simple yet exhaustive explanations of the foundations Explores the latest technologies and is filled with practical applications and case studies

China has traditionally been held up around the world as the archetype of centralised governance and a top-down system of public administration. But to what extent does this remain true of modern China? This book provides an updated perspective on modern China through a series of cutting edge, original studies focusing on public administration in China. The book opens with an overview of the key political institutions and the evolution of public administration research in China, followed by two distinct sections. Part I contains studies focusing on power, governance, and administration. Part II focuses on 'what works' in solving wicked problems in Chinese society. The volume shows that China has seen some localisation and decentralisation, alongside experiments with collaboration and networked-based policy making. However, the system of governance and public administration remains innately top-down and centralised with the centre holding strong policy levers and control over society. As the pandemic revealed, this statist approach provided both governing opportunities and disadvantages. The chapters in this book were originally published as a special issue of Policy Studies.

Chinese grammar is characterized by its simple structure, lack of inflections, and wide use of monosyllabic morphemes. With the increasing popularity of learning Chinese as a second language, there is a demand for a guide to Chinese grammar that's targeted at second language learners. This four-volume set is one of the earliest and most influential works on Chinese grammar, with a special focus on teaching and learning Chinese as a second language. Utilizing their rich teaching experience, the authors analyze a myriad of authentic examples to describe the Chinese grammatical phenomenon and rules. This volume introduces the functional words in modern Chinese grammar, which include prepositions, conjunctions, auxiliary verbs, onomatopoeia, and interjections. Since the first edition came out in 1983, this set has been revised twice and remained one of the best sellers in this topic. Practitioners and scholars of teaching Chinese as a second language, as well as students with a basic knowledge of Chinese, will find it a handy reference.

Chinese grammar is characterized by its simple structure, lack of inflections, and wide use of monosyllabic morphemes. With the increased popularity of learning Chinese as a second language, there is a demand for a guide to Chinese grammar that's targeted at second language learners. This four-volume set is one of the earliest and most influential works of Chinese grammar, with a special focus on teaching and learning Chinese as a second language. Drawing on rich teaching experience, the authors analyze a myriad of real-world examples to describe Chinese grammatical phenomena and rules while introducing the general grammar system of Chinese. This volume introduces several simple sentence and compound sentence structures of modern Chinese grammar. In addition, the authors examine discourse and other larger units of sentences in use. Since the first edition came out in 1983, this set has been revised twice and remained one of the best sellers in the field. Practitioners and scholars of teaching Chinese as a second language, as well as students with a basic knowledge of Chinese, will find it to be a handy reference.

Nonequilibrium atmospheric pressure plasma jets (N-APPJs) generate plasma in open space rather than in a confined chamber and can be utilized for applications in medicine. This book provides a complete introduction to this fast-emerging field, from the fundamental physics, to experimental approaches, to plasma and reactive species diagnostics. It provides an overview of the development of a wide range of plasma jet devices and their fundamental mechanisms. The book concludes with a discussion of the exciting application of plasmas for cancer treatment. The book provides details on experimental methods including expert tips and caveats. covers novel devices driven by various power sources and the impact of operating conditions on concentrations and fluxes of the reactive species. discusses the latest advances including theory, modeling, and simulation approaches. gives an introduction, overview and details on state of the art diagnostics of small scale high gradient atmospheric pressure plasmas. covers the use of N-APPJs for cancer applications, including discussion of destruction of cancer cells, mechanisms of action, and selectivity studies. XinPei Lu is a Chair Professor in the School of Electrical and Electronic Engineering at Huazhong University of Science and Technology. Stephan Reuter is currently Visiting Professor at Universite Paris-Saclay. In a recent Alexander von Humboldt research fellowship at Princeton University, he performed ultrafast laser spectroscopy on cold plasmas. Mounir Laroussi is Professor of Electrical and Computer Engineering and director of the Plasma Engineering and Medicine Institute at Old Dominion University. He is a Fellow of IEEE and recipient of an IEEE Merit Award. DaWei Liu is Professor in the School of Electrical and Electronic Engineering at Huazhong University of Science and Technology.

This book focuses on the key issues around Chinese reform in the past 40 years, including economic structure upgrading, finance reform, enterprise ecology, village modernization, ecological development, income structure, global governance, BRI, and governance model. It collects the most important concerns and reveals the deep logic behind the reform. By reading this book, it helps readers to grasp the engine of China's continuous growth toward modernization in the four decades.

This book provides a comprehensive view of global urban competitiveness, offers a useful methodology for its comparative study in different socioeconomic and territorial contexts, and is supplemented with reflections and case studies from around the world. Reading it is highly recommended to understand contemporary patterns in industrial and services location among cities, and the effects of such spatial concentration in the urban labor markets and in the quality of life of the urban population.' - Jaime Sobrino, El Colegio de Mexico'Theoretically informed contributions to this empirically rich text introduce a timely critical perspective to the urban competitiveness literature, emphasizing that the notion of competitiveness applied in economic analysis cannot be conferred simplistically on city relations. A range of environmental, cohesion, technological innovation, cultural diversity and governance alongside business and GDP empirics presented in the book points to the complexity of contemporary cities and the diversity of processes that define their distinctive roles in global networks and circuits. The book illustrates the danger of competitive interpretations of global rankings, paving the way for new research agendas focusing on fine-grained city relational analyses.' - Kathy Pain, University of Reading, UK Acclaim for previous edition: 'If you believe that the world economy is composed of cities vying with one another for capital investment, creative individuals, and high-performance firms, then you might be curios about which cities are most successful. To find out, you will need to consult this book. . . This reference work is thorough in its coverage.' - R.A. Beauregard, Choice The Global Urban Competitiveness Report 2013 is an empirical study and evaluation of the sustainable competitiveness of 500 cities around the world from regional, national and other perspectives. This one-of-a-kind resource draws on a wealth of data sources, all of which are described and assessed, and involve urban economics, geography, urban studies, regional economics and many other fields. Using a sophisticated methodology and a team of 100 researchers from the Chinese Academy of Social Sciences, the book not only ranks these cities but also presents a treasury of information with regard to the strengths and weaknesses of each city in relation to each other. Included is a full discussion on the structure, trends and determinants of global urban development, prosperity and competitiveness, and comments on the policies and initiatives that are adopted by the most competitive cities. Chapters written by eminent scholars and researchers from organizations such as the United Nations Human Settlements Programme, World Bank and OECD analyze key problems in sustainable urban competitiveness. The research shows how global cities can improve their competitiveness and the analysis reveals that global urban competitiveness has increased overall, the highlight being emerging economy cities. The comprehensive and concise index system and valuation method, and stable and reliable data, provide an accurate reflection on many aspects of a city and its competitiveness. Scholars and researchers in the areas of urban economics, planning, geography and regional economics will find the information invaluable, as will local authorities, decision-makers and economic planners in cities throughout the world. Contributors include: M. Cointreau, L. Kamal-Chaoui, P.K. Kresl, C. Li, M. Li, Q. Li, K. Liu, W. Liu, P. Ni, B. Oyelaran-Oyeyinka, S. Sassen, P.J. Taylor, X. Wang, J. Wei, S. Wei, J. Yang, X. Yang, A. Zhang

This book examines China's participation in the United Nations (UN). There are two research components. First, the author seeks to find a pattern of China's multilateral diplomatic behavior in the UN by examining China's behavior toward peacekeeping operations and arms control issues during different leadership periods under Mao Zedong, Deng Xiaoping, and Jiang Zemin respectively. Second, a model is proposed to explain this pattern of behavior. By marrying rationalism and constructivism, this model argues that the amelioration of China's external security environment changes in its projected self-image. Furthermore, China's consistently strong view of sovereignty determines its evolving pattern of behavior in the UN.

Simultaneous confidence bands enable more intuitive and detailed inference of regression analysis than the standard inferential methods of parameter estimation and hypothesis testing. Simultaneous Inference in Regression provides a thorough overview of the construction methods and applications of simultaneous confidence bands for various inferential purposes. It supplies examples and MATLAB (R) programs that make it easy to apply the methods to your own data analysis. The MATLAB programs, along with color figures, are available for download on www.personal.soton.ac.uk/wl/mybook.html Most of the book focuses on normal-error linear regression models. The author presents simultaneous confidence bands for a simple regression line, a multiple linear regression model, and polynomial regression models. He also uses simultaneous confidence bands to assess part of a multiple linear regression model with the zero function, to compare two regression models, and to evaluate more than two regression models. The final chapter demonstrates the use of simultaneous confidence bands in generalized linear regression models, such as logistic regression models. This book shows how to employ simultaneous confidence bands to make useful inferences in regression analysis. The topics discussed can be extended to functions other than parametric regression functions, offering novel opportunities for research beyond linear regression models.

Simultaneous confidence bands enable more intuitive and detailed inference of regression analysis than the standard inferential methods of parameter estimation and hypothesis testing. Simultaneous Inference in Regression provides a thorough overview of the construction methods and applications of simultaneous confidence bands for various inferential purposes. It supplies examples and MATLAB (R) programs that make it easy to apply the methods to your own data analysis. The MATLAB programs, along with color figures, are available for download on www.personal.soton.ac.uk/wl/mybook.html Most of the book focuses on normal-error linear regression models. The author presents simultaneous confidence bands for a simple regression line, a multiple linear regression model, and polynomial regression models. He also uses simultaneous confidence bands to assess part of a multiple linear regression model with the zero function, to compare two regression models, and to evaluate more than two regression models. The final chapter demonstrates the use of simultaneous confidence bands in generalized linear regression models, such as logistic regression models. This book shows how to employ simultaneous confidence bands to make useful inferences in regression analysis. The topics discussed can be extended to functions other than parametric regression functions, offering novel opportunities for research beyond linear regression models.