There has been a multitude of studies focused on the COVID-19 pandemic across fields and disciplines as all sectors of life have had to adjust the way things are done and adapt to the constantly shifting environment. These studies are crucial as they provide support and perspectives on how things are changing and what needs to be done to stay afloat. Connecting COVID-19-related studies and big data analytics is crucial for the advancement of industrial applications and research areas. Applied Big Data Analytics and Its Role in COVID-19 Research introduces the most recent industrial applications and research topics on COVID-19 with big data analytics. Featuring coverage on a broad range of big data technologies such as data gathering, artificial intelligence, smart diagnostics, and mining mobility, this publication provides concrete examples and cases of usage of data-driven projects in COVID-19 research. This reference work is a vital resource for data scientists, technical managers, researchers, scholars, practitioners, academicians, instructors, and students.

This book aims to identify the impact of tourism on social and economic development in the Issyk-Kul region of Kyrgyzstan, and to predict the development of the tourism industry and identify any limiting factors for the development of the tourism industry in the Republic as a whole. The impacts of tourism on the region have been poorly understood since the country gained independence in 1991, and so improved methods for identifying and increasing the contribution of the tourism industry to the economic and social development of the region are needed. The book assesses the impact of tourism on the socio-economic situation in the Issyk-Kul region is assessed on the basis of statistical modelling and GIS mapping, provides a comparative analysis of the categories and types of tourism in the regions of the Republic, in particular in the Issyk-Kul region, and identifies factors that have a negative impact on the country's tourism potential, as well as the shortcomings and prospects for future development. The book's primary audience will be scholars and researchers whose research focuses on the socio-economic impacts of tourism, as well as students and planners. It is expected that it will become a source of information and inspiration for all readers who feel responsible for initiating sustainable development and sustainable use of tourism resources in Kyrgyzstan and other countries.

Reforging the Central Bank presents an insightful comparison between financial development in China - a rising global economic superpower - under the old and new normal and an all-encapsulating study of current monetary transmission mechanism and monetary policy instruments. Focusing on the 'top-level design' for Chinese financial system and the reformation of People's Bank of China (PBoC), China's central bank, Dr Deng, head of the Fixed Income Research Department at CITIC Securities, and his team provide a deep analysis with useful suggestions and bold predictions for the central bank's new policy framework, new objectives, and new mechanisms in the future.As such, the carefully presented analysis of this book will be of value to researchers and curious readers who are interested in understanding of China's - a rising global economic superpower - future financial development environment.

"Mechanical Self-Assembly: Science and Applications" introduces a novel category of self-assembly driven by mechanical forces. This book discusses self-assembly in various types of small material structures including thin films, surfaces, and micro- and nano-wires, as well as the practice's potential application in micro and nanoelectronics, MEMS/NEMS, and biomedical engineering. The mechanical self-assembly process is inherently quick, simple, and cost-effective, as well as accessible to a large number of materials, such as curved surfaces for forming three-dimensional small structures. Mechanical self-assembly is complementary to, and sometimes offer advantages over, the traditional micro- and nano-fabrication.

Since its first appearance, artificial intelligence has been ensuring revolutionary outcomes in the context of real-world problems. At this point, it has strong relations with biomedical and today’s intelligent systems compete with human capabilities in medical tasks. However, advanced use of artificial intelligence causes intelligent systems to be black-box. That situation is not good for building trustworthy intelligent systems in medical applications. For a remarkable amount of time, researchers have tried to solve the black-box issue by using modular additions, which have led to the rise of the term: interpretable artificial intelligence. As the literature matured (as a result of, in particular, deep learning), that term transformed into explainable artificial intelligence (XAI). This book provides an essential edited work regarding the latest advancements in explainable artificial intelligence (XAI) for biomedical applications. It includes not only introductive perspectives but also applied touches and discussions regarding critical problems as well as future insights. Topics discussed in the book include: XAI for the applications with medical images XAI use cases for alternative medical data/task Different XAI methods for biomedical applications Reviews for the XAI research for critical biomedical problems. Explainable Artificial Intelligence for Biomedical Applications is ideal for academicians, researchers, students, engineers, and experts from the fields of computer science, biomedical, medical, and health sciences. It also welcomes all readers of different fields to be informed about use cases of XAI in black-box artificial intelligence. In this sense, the book can be used for both teaching and reference source purposes.

This book systematically introduces electromagnetic theories and their applications in practice: electrostatic energy, Poynting theorem, the polarization of waves, the conservation law, the electromagnetic symmetry, the conformal mapping method, the electromagnetic loss. The parameters and theorems of electromagnetic theories are discussed in detail, making the book an essential reference for researchers, and engineers in electromagnetics field.

This book intends to report the new results of the efforts on the study of Layered Intelligence of the Machine Brain (LIMB). The book collects novel research ideas in LIMB and summarizes the current machine intelligence level as "five layer intelligence"- environments sensing, active learning, cognitive computing, intelligent decision making and automatized execution. The book is likely to be of interest to university researchers, R&D engineers and graduate students in computer science and electronics who wish to learn the core principles, methods, algorithms, and applications of LIMB.

This book examines recent developments in Operations Management, and focuses on four major application areas: dynamic pricing, assortment optimization, supply chain and inventory management, and healthcare operations. Data-driven optimization in which real-time input of data is being used to simultaneously learn the (true) underlying model of a system and optimize its performance, is becoming increasingly important in the last few years, especially with the rise of Big Data.

This book proposes a theoretical framework identifying external and internal factors that influence internationalization strategy of Chinese brands and brand performance. It explores several key strategies e.g. standardization versus adaptation, price leadership versus branding, OBM export versus OEM export, and incremental versus leap-forward internationalization model. The relationships are examined between various international marketing mix e.g. distribution channel and pricing strategies, and brand performance. Through case studies the text also analyses the internationalization of contract-based firms.

Co-opting Culture: Culture and Power in Sociology and Cultural Studies represents a collection of new scholarship on culture from the social sciences and from work done under the rubric of 'cultural studies'. Working from the idea that Sociology and Cultural Studies have developed distinct and valuable toolkits for understanding culture, the editors have brought together a collection of essays that address the ways in which the cultures around race, sex, and gender are mediated through or intersect with politics, society, and economy. Some essays deal directly with the theoretical nature of this mediation, while others adopt these theoretical approaches to investigate specific cultural objects or communities. In doing so, these essays call attention to the particularities of form that constitute a kind of cultural logic around the objects under consideration.

Toward Better Governance in China takes a fresh look at the latest efforts made by Chinese leaders to promote governance-based reform. It asserts that the improvement of governance has now become one of the breakthrough points of the much anticipated political reform. Although the Chinese government continues to play down expectations about political reform, many small-scale reform experiments have been quietly undertaken by Chinese leaders at various levels in recent years, including the new round of administrative reform centered on the creation of "super ministries," the enlargement of inner-party democracy within the Chinese Communist Party (CCP), the strengthening of local legislative bodies, and judicial reform designed to promote judicial independence and rule of law. This strategy calls for strengthening governing capacity and changing government functions. One of the advantages in placing the improvement of governance first is that it is less risky than embarking upon a full-scaled electoral reform. Electoral democracy is undoubtedly an important element in a functional democracy. But equally important is the effectiveness, transparency, accountability, and openness of the governing process. Better governance implies greater transparency, open deliberation and participation, and less adversarial political confrontation and conflict. If constructed properly, China may become the sort of democratic administration or administrative democracy that Robert Dahl discussed in 1947. Clearly, political reform of this kind does not follow the conventional wisdom of a democratic transition which places heavy emphasis on electoral reform or the precedence of the electoral reform to the government reform. This book is intended to shed some new light on the ongoing debate about the direction of China's political development.

Co-opting Culture: Culture and Power in Sociology and Cultural Studies represents a collection of new scholarship on culture from the social sciences and from work done under the rubric of "cultural studies." Working from the idea that Sociology and Cultural Studies have developed distinct and valuable toolkits for understanding culture, the editors have brought together a collection of essays that address the ways in which the cultures around race, sex, and gender are mediated through or intersect with politics, society, and economy. Some essays deal directly with the theoretical nature of this mediation, while others adopt these theoretical approaches to investigate specific cultural objects or communities. In doing so, these essays call attention to the particularities of form that constitute a kind of cultural logic around the objects under consideration.

This book proposes a theoretical framework identifying external and internal factors that influence internationalization strategy of Chinese brands and brand performance. It explores several key strategies e.g. standardization versus adaptation, price leadership versus branding, OBM export versus OEM export, and incremental versus leap-forward internationalization model. The relationships are examined between various international marketing mix e.g. distribution channel and pricing strategies, and brand performance. Through case studies the text also analyses the internationalization of contract-based firms.

Reading in a Second Language offers a comprehensive survey of the phenomenon and process of reading in a second language, with graduate and upper-level undergraduate students in second language acquisition, psycholinguistics, and applied psychology as its primary audience. The book explores reading processes from a number of complementary standpoints, integrating perspectives from fields such as first and second language reading, second language acquisition, linguistics, psycholinguistics, and cognitive neuroscience. The first half examines major factors in second language reading: types of scripts, the cognitive and neural substrates of reading; metalinguistic awareness, word recognition, language transfer, and lexical knowledge. The second part of the book discusses the social and educational contexts in which reading development occurs, including issues related to pedagogy, the use of technology in the classroom, reading disorders, and policy making. Reading in a Second Language provides students with a full, logically organized overview of the primary factors that shape reading development and processes in a second language.

In four chapters and an introduction, this book systematically helps readers understand the development of the Geographical Sciences both in China and in the world during the past 30 years. Through data analysis of methodologies including CiteSpace, TDA, qualitative analysis, questionnaires, data mining and mathematical statistics, the book explains the evolution of research topics and their driving factors in the Geographical Sciences and its four branches, namely Physical Geography, Human Geography, Geographical Information Science and Environmental Geography. It also identifies the role of the Geographical Sciences in the analysis of strategic issues such as global change and terrestrial ecosystems, terrestrial water cycle and water resources, land change, global cryosphere evolution and land surface processes on the Tibetan Plateau, economic globalization and local responses, regional sustainable development, remote sensing modelling and parameter inversion, spatial analysis and simulation, and tempo-spatial processes and modelling of environmental pollutants. It then discusses research development and inadequacy of Chinese Geographical Sciences in the above-mentioned topics, as well as in the fields including Geomorphology and Quaternary environmental change, Ecohydrology, ecosystem services, the urbanization process and mechanism, medical and health geography, international rivers and transboundary environment and resources, detection and attribution of changes in land surface sensitive components, and uncertainty of spatial information and spatial analysis. It shows that the NSFC has driven the development in all these topics and fields. In addition, the book summarises trends of the Geographical Sciences in China and the research level in major countries of the world through an overview of geographical education in colleges and universities, the analysis of publications, citations and author networks of SCI/SSCI and CSCD indexed articles, and the description of Sino-USA, Sino-UK and Sino-German cooperation. This book serves as an important reference to anyone interested in geographical sciences and related fields.

Xi Chen explores the question of why there has been a dramatic rise in and routinization of social protests in China since the early 1990s. Drawing on case studies, in-depth interviews, and a unique data set of about 1,000 government records of collective petitions, this book examines how the political structure in Reform China has encouraged Chinese farmers, workers, pensioners, disabled people, and demobilized soldiers to pursue their interests and claim their rights by staging collective protests. Chen suggests that routinized contentious bargaining between the government and ordinary people has remedied the weaknesses of the Chinese political system and contributed to the regime's resilience. Social Protest and Contentious Authoritarianism in China challenges the conventional wisdom that authoritarian regimes always repress popular collective protest and that popular collective action tends to destabilize authoritarian regimes.

Mechanical Self-Assembly: Science and Applications introduces a novel category of self-assembly driven by mechanical forces. This book discusses self-assembly in various types of small material structures including thin films, surfaces, and micro- and nano-wires, as well as the practice's potential application in micro and nanoelectronics, MEMS/NEMS, and biomedical engineering. The mechanical self-assembly process is inherently quick, simple, and cost-effective, as well as accessible to a large number of materials, such as curved surfaces for forming three-dimensional small structures. Mechanical self-assembly is complementary to, and sometimes offer advantages over, the traditional micro- and nano-fabrication.

This book focuses on global economic governance covering the following five areas: the theoretical and historical evolution of global economic governance, international financial governance, international trade and investment governance, global climate change and sustainable development governance, and international macroeconomic policy coordination. On the one hand, this book aims to provide a general analytical framework for studying global economic governance. On the other hand, the study on global economic governance involves understanding its historical development, exploring its emergence and evolution, analyzing what challenges global economic governance faces in the context of a new globalization, looking into its future development trends, and proposing the direction of the reform of global economic governance system on the above basis, and finally providing theoretical references and policy advice for China's better participation in global economic governance.

This book focuses on global economic governance covering the following five areas: the theoretical and historical evolution of global economic governance, international financial governance, international trade and investment governance, global climate change and sustainable development governance, and international macroeconomic policy coordination. On the one hand, this book aims to provide a general analytical framework for studying global economic governance. On the other hand, the study on global economic governance involves understanding its historical development, exploring its emergence and evolution, analyzing what challenges global economic governance faces in the context of a new globalization, looking into its future development trends, and proposing the direction of the reform of global economic governance system on the above basis, and finally providing theoretical references and policy advice for China’s better participation in global economic governance. 

This book intends to report the new results of the efforts on the study of Layered Intelligence of the Machine Brain (LIMB). The book collects novel research ideas in LIMB and summarizes the current machine intelligence level as “five layer intelligence�- environments sensing, active learning, cognitive computing, intelligent decision making and automatized execution. The book is likely to be of interest to university researchers, R&D engineers and graduate students in computer science and electronics who wish to learn the core principles, methods, algorithms, and applications of LIMB.

This book uses the monographic study of litigation subjects, prosecution, trial, and enforcement to reveal the formation, operation, and development of criminal proceeding conventions in the Tang Dynasty. It also outlines the combination, coordination, and interaction of rules, conventions, and ideas in the traditional Chinese legal system, and presents an overview of the evolution and development of traditional litigation in China. This book is intended mainly for scholars and graduate and undergraduate students in the fields of law and Chinese history.

This book aims to identify the impact of tourism on social and economic development in the Issyk-Kul region of Kyrgyzstan, and to predict the development of the tourism industry and identify any limiting factors for the development of the tourism industry in the Republic as a whole. The impacts of tourism on the region have been poorly understood since the country gained independence in 1991, and so improved methods for identifying and increasing the contribution of the tourism industry to the economic and social development of the region are needed. The book assesses the impact of tourism on the socio-economic situation in the Issyk-Kul region is assessed on the basis of statistical modelling and GIS mapping, provides a comparative analysis of the categories and types of tourism in the regions of the Republic, in particular in the Issyk-Kul region, and identifies factors that have a negative impact on the country's tourism potential, as well as the shortcomings and prospects for future development. The book's primary audience will be scholars and researchers whose research focuses on the socio-economic impacts of tourism, as well as students and planners. It is expected that it will become a source of information and inspiration for all readers who feel responsible for initiating sustainable development and sustainable use of tourism resources in Kyrgyzstan and other countries.

Xi Chen explores the question of why there has been a dramatic rise in and routinization of social protests in China since the early 1990s. Drawing on case studies, in-depth interviews, and a unique data set of about 1,000 government records of collective petitions, this book examines how the political structure in Reform China has encouraged Chinese farmers, workers, pensioners, disabled people, and demobilized soldiers to pursue their interests and claim their rights by staging collective protests. Chen suggests that routinized contentious bargaining between the government and ordinary people has remedied the weaknesses of the Chinese political system and contributed to the regime's resilience. Social Protest and Contentious Authoritarianism in China challenges the conventional wisdom that authoritarian regimes always repress popular collective protest and that popular collective action tends to destabilize authoritarian regimes.

This book analyses climate change influences on rainfall erosivity and soil erosion across Central Asia, provides an overview (past and projections) on the Central Asian countries where projected changes in rainfall erosivity and erosivity density are the greatest, and discusses the potential impacts on the environment across the region. This analysis is accomplished primarily using the RUSLE model with past and future climate projections, spatiotemporal variations of rainfall erosivity and soil erosion based on WorldClim, and Coupled Model Intercomparison Project Phase 5 (CMIP5) climate models (for Central Asia and separately Kazakhstan). The relationship between precipitation characteristics and erosion has been well established, but spatial and temporal projections of future rainfall erosivity in a changing climate in Central Asia have not been published significantly. Therefore, assessing rainfall erosivity and its consequences can assist specialists and researchers in achieving the best practices for soil conservation. The result of this type of research is all-encompassing, and may reflect normal variations in other parts of the world (for example, the arid and semi-arid regions) and is inherently limited to the Central Asian region.

Wireless sensor networks have a range of applications, including military uses and in environmental monitoring. When an area of interest is inaccessible by conventional means, such a network can be deployed in ways resulting in a random distribution of the sensors. Randomly Deployed Wireless Sensor Networks offers a probabilistic method to model and analyze these networks. The book considers the network design, coverage, target detection, localization and tracking of sensors in randomly deployed wireless networks, and proposes a stochastic model. It quantifies the relationship between parameters of the network and its performance, and puts forward a communication protocol. The title provides analyses and formulas, giving engineering insight into randomly deployed wireless sensor networks. Five chapters consider the analysis of coverage performance; working modes and scheduling mechanisms; the relationship between sensor behavior and network performance properties; probabilistic forwarding routing protocols; localization methods for multiple targets and target number estimation; and experiments on target localization and tracking with a Mica sensor system.