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This book first analyzes the institutional changes and historical value orientations brought about by China's economic reforms and then explores the justice and progressiveness of changes in social production relations, as well as the uniqueness of economic growth and macro control in China's institutional changes. It further delves into the effectiveness and qualitative improvement during the growth process, including the evolution of structural height, the formation of structural benefits, and the improvement of factor productivity and input–output efficiency. Finally, the book dissects the systemic motivation of China's economic growth and development and proposes the requirements for systemic changes to achieve sustainable development. The main innovation of this book lies in revealing the basic driving factors of the debate on the justice of institutional change from the perspective of value theory, deepening the understanding of China's reform and development experience,and emphasizing the importance of economic growth structure efficiency and total factor efficiency.

This book represents a significant advance in the field of evidence-based acupuncture, specifically in regard to neurological disorders. It is a testament to the promising future of acupuncture, integrating the complexities of the human brain with the healing art of acupuncture. Each chapter leads readers to an expanded perspective where past and future, tradition and technology, converge in the pursuit of healing and well-being. In recent decades, technologies like functional magnetic resonance imaging (fMRI) have revolutionized our understanding of the human brain, enabling scientists to observe the brain's response to acupuncture in real-time. Tracing the pathways from acupoint to brain structure reveals fresh insights on the therapeutic function of acupoints and meridians. Participate in this journey to understand how acupuncture influences the brain, exploring new frontiers in the treatment and understanding of brain-related conditions. This book offers a rich blend of traditional healing wisdom and contemporary scientific insight.

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 quantificationof 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.

Integrated Human-Machine Intelligence: Beyond Artificial Intelligence focuses on deep situational awareness in human-computer integration, covering the interaction and integration mechanisms of human intelligence, machine intelligence and environmental systems. The book also details the cognitive, philosophical, social, scientific and technological, and military theories and methods of human-computer division, cooperation and collaborative decision-making to provide basic theoretical support for a development strategy in the field of national intelligence. Sections focus on describing a new form of intelligence produced by the interaction of human, machine and environmental systems which will become the next generation of AI. From the perspective of deep situational awareness in human-computer integration, the book studies the interaction and integration mechanisms of human intelligence, machine intelligence and environmental systems. In addition, it details the cognitive, philosophical, social, scientific and technological, and military theories and methods of human-computer division, cooperation and collaborative decision-making, so as to provide basic theoretical support for a development strategy in the field of national intelligence. Summarizes the key ideas of computing, perception, cognition and insight into intelligence Provides intelligent omni-directional multi-angle stereo understanding, including the relevant basic concepts and the realization process of intelligence Proposes the concept, definition and framework of deep situational awareness, which is conducive to the realization and development of man-machine integrated intelligent systems Outlines the essence of intelligence, such as facts and values, reason and sensibility, contradiction and balance, etc.

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.

Professional investment portfolio management is increasingly utilizing sophisticated statistical and computer techniques to better control risks and improve performance. This book provides new quantitative tools and technology for securities professionals to help boost the performance of their investment portfolios offered to clients. Unlike other books in this area, the authors utilize revolutionary asset pricing methods and models to analyze data for U.S. stocks and show how to apply them to the problem of creating highly diversified portfolios that are efficient in terms of returns per unit risk.

This groundbreaking book merges ancient wisdom and modern medicine, equipping practicing acupuncturists and medical professionals with validated scientific research while showcasing its historical efficacy. From low back pain to infertility, delve into ten prevalent conditions, unveiling the wide-ranging applications of acupuncture in daily clinical practice.Authored by experts who have lectured worldwide, this invaluable resource combines classical treatment.

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 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.

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.

International business strategies orbit around the idea of strengthening partnerships with other countries. Developing new and innovative opportunities to connect neighboring countries bodes well for those countries and the entire world. The Belt and Road Strategy intends to do just that by strengthening partnerships and constructing a comprehensive and multilevel interconnected network to achieve pluralistic, independent, balanced, and sustainable development. The Belt and Road Strategy in International Business and Administratio n is a vital collection of information that discusses one of most important programs embodying economic, regional, and political demands in the Asian and European environment. Featuring research on topics such as business development, business law, and multinational enterprise, this book is ideally designed for government officials, professionals, researchers, students, and professors seeking coverage on the theoretical and practical contributions of international business.

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.