Considered second only to Confucius in the history of Chinese thought, Mencius (371?-289 b.c.), was a moral philosopher whose arguments, while pragmatically rooted in the political and social conditions of his time, go beyond particular situations to probe their origins and speculate on their larger implications. His writings constitute a living tradition in China and the world at large. Sinological studies of Mencius have long emphasized philological and archaeological research, situating the texts mainly in Chinese history. Critical appraisal of the texts lends itself to Western traditions of interpretation.
The last decade of the twentieth century witnessed rapid changes not only in global politics but also in Taiwan's quests for new identities. The notorious martial law was lifted in July 1987, and long-repressed calls for democratization began to be heard that caught worldwide attention. In tandem with economic transformation, the entire world of thought in Taiwan underwent significant changes. Both economic and ideological restructuring have been basic elements of transformation in postwar Taiwan. However, rapid democratization has opened a Pandora's box, and stirred a whirlwind of discord. This volume elaborates on the "where from" and the "where to" of the Taiwan transformation and attempts to answer such questions as: Is the old Taiwanese work ethic just a relic of the past? Is Taiwan going to become an Armageddon of ideological wars? Chapters deal with the vicissitudes of Taiwanese nostalgia for cultural China; postwar Taiwan in historical perspective, in particular the rise and fall of the agrarian culture; the transformation of farmers' social consciousness in the period 1950-1970; Confucianism in postwar Taiwan: historical, philosophical, and sociological; the case of Hsu Fu-kuan, which provides an epic case of the intertwining of cultural crisis with personal crisis; the development and metamorphoses of Taiwanese consciousness in the unfolding political context, the awakening of the "self"; and finally "mutual historical understanding" as the basis for Taiwan-Mainland relations in the twenty-first century. Taiwan in Transformation seeks to show that historical insights extrapolated from an understanding of history are essential for grasping and solving the basic problems facing Taiwan at present, including the Taiwan-Mainland relationship in the twenty-first century. It will be of interest to Chinese area specialists, sociologists, and historians.
State Power and Governance in Early Imperial China delves into the governance and capacity of the state by providing an empirical historical study of the collapse of China's Qin Empire. In contrast to the popular view that the Qin fell suddenly and dramatically, this book argues that the collapse was rooted in persistent structural problems of the empire, including the serious resource shortages experienced by local governments, inefficient communication between administrative units, and social tensions in the new territories. Rather than reducing Qin rulers to heartless villains who refused to adjust their policies and statecraft, this book focuses on the changes that the regime did make to meet these challenges. It reveals the various measures that Qin rulers devised to solve these problems, even if they were ultimately to no avail. The paradox of the Qin Empire seemed to be that, although the regime's policies and reforms could theoretically have strengthened the state's power and improved the governance of the empire, their ramifications simultaneously exacerbated the misfunction of local governments and triggered the military failures that eventually destroyed the empire.
Of Orphans and Warriors explores the social and cultural history of largely urban, American-born Chinese from the 1930s through the 1990s, focusing primarily on those living in California. Chun thus opens a window onto the ways in which these Americans born of Chinese ancestry negotiated their identity over a half century.
Intonation, rhythm, and general melody of language are among the first aspects of speech that infants attend to and produce themselves. Yet, these same features are among the last to be mastered by adult L2 learners. Why is this, and how can L2 learners be helped? This book first presents the latest linguistic theories of intonation, in particular, how intonation functions in discourse not only to signal sentence types and attitudinal meanings but also to provide turn-taking and other conversational cues. The second part of the book examines the research in applied linguistics on the acquisition of L2 phonology and intonation. The third section offers practical applications of how to incorporate the teaching of intonation into L2 instruction, with a focus on using new speech technologies. The accompanying CD-ROM makes a unique addition in allowing for simultaneous audio playback and visual display of the pitch contours of utterances contained in the book. Users can start or stop the playback at any point in the utterance and can observe first-hand how such visual and audio representations could be useful for L2 learners.
The second and first centuries B.C. were a critical period in Chinese history—they saw the birth and development of the new Chinese empire and its earliest expansion and acquisition of frontier territories. But for almost two thousand years, because of gaps in the available records, this essential chapter in the history was missing. Fortunately, with the discovery during the last century of about sixty thousand Han-period documents in Central Asia and western China preserved on strips of wood and bamboo, scholars have been able, for the first time, to put together many of the missing pieces. In this first volume of his monumental history, Chun-shu Chang uses these newfound documents to analyze the ways in which political, institutional, social, economic, military, religious, and thought systems developed and changed in the critical period from early China to the Han empire (ca. 1600 B.C. – A.D. 220). In addition to exploring the formation and growth of the Chinese empire and its impact on early nation-building and later territorial expansion, Chang also provides insights into the life and character of critical historical figures such as the First Emperor (221– 210 B.C.) of the Ch’in and Wu-ti (141– 87 B.C.) of the Han, who were the principal agents in redefining China and its relationships with other parts of Asia. As never before, Chang’s study enables an understanding of the origins and development of the concepts of state, nation, nationalism, imperialism, ethnicity, and Chineseness in ancient and early Imperial China, offering the first systematic reconstruction of the history of Chinese acquisition and colonization. Chun-shu Changis Professor of History at the University of Michigan and is the author, with Shelley Hsueh-lun Chang, ofCrisis and Transformation in Seventeenth-Century ChinaandRedefining History: Ghosts, Spirits, and Human Society in P’u Sung-ling’s World, 1640–1715. “An extraordinary survey of the political and administrative history of early imperial China, which makes available a body of evidence and scholarship otherwise inaccessible to English-readers. The underpinning of research is truly stupendous.” —Ray Van Dam, Professor, Department of History, University of Michigan “Powerfully argues from literary and archaeological records that empire, modeled on Han paradigms, has largely defined Chinese civilization ever since.” —Joanna Waley-Cohen, Professor, Department of History, New York University
Although China's economy has grown very rapidly in recent decades, there are still very large differences between the economy of mainland China and the economies of Hong Kong, Macau and Taiwan. For example, per capita income in Hong Kong is many, many times higher than per capita income in mainland China. This book considers the degree to which economic convergence between mainland China, Hong Kong, Macau and Taiwan has occurred, and the prospects for increased convergence in the future. It considers economic integration between China and its two Special Administrative Regions (SARS), emphasising the large volume of capital flows and exports, especially from Hong Kong into China, and showing that the economies are highly integrated, despites their differences. It examines income convergence, and changes in productivity, using the same measures for both China and the two SARS, unlike most existing studies. It explores how economic reforms have been crucial to increasing convergence so far, and will continue to be in the future, and concludes by discussing the implications for policy of encouraging increased convergence.
The late twentieth century witnessed rapid changes not only in Taiwan’s economy, but also in its identity. Both economic as well as ideological restructuring have been basic elements in the transformation of postwar Taiwan, as rapid democratization opened a Pandora’s Box, and stirred a whirlwind of social discord. This volume considers such important questions as whether the old Taiwanese work ethic is a relic of the past, and whether Taiwan is likely to become a battleground of ideological wars. The book addresses Taiwanese nostalgia for Chinese culture; the rise and fall of postwar Taiwanese agrarian culture; the transformation of farmers’ social consciousness in the period 1950–1970; the place of Confucianism in postwar Taiwan; and the awakening of the "self" and the development of a Taiwanese national identity in the post–World War II period. Finally, it considers whether "mutual historical understanding" may be the basis for Taiwan-Mainland relations in the twenty-first century. This second edition includes a new chapter on the history of Taiwan after World War II, incorporating additional developments in Taiwan in the past decade. Insights extrapolated from an understanding of history are essential for grasping and solving the basic problems Taiwan now faces and, above all, the conflicted relationship between Taiwan and Mainland China. The book’s thematic undercurrent is the question of Taiwan and Mainland China: How do we deal with the tension between cultural China and political China?
Traveling to Hanoi during the U.S. war in Vietnam was a long and dangerous undertaking. Even though a neutral commission operated the flights, the possibility of being shot down by bombers in the air and antiaircraft guns on the ground was very real. American travelers recalled landing in blackout conditions, without lights even for the runway, and upon their arrival seeking refuge immediately in bomb shelters. Despite these dangers, they felt compelled to journey to a land at war with their own country, believing that these efforts could change the political imaginaries of other members of the American citizenry and even alter U.S. policies in Southeast Asia.In Radicals on the Road, Judy Tzu-Chun Wu tells the story of international journeys made by significant yet underrecognized historical figures such as African American leaders Robert Browne, Eldridge Cleaver, and Elaine Brown; Asian American radicals Alex Hing and Pat Sumi; Chicana activist Betita Martinez; as well as women's peace and liberation advocates Cora Weiss and Charlotte Bunch. These men and women of varying ages, races, sexual identities, class backgrounds, and religious faiths held diverse political views. Nevertheless, they all believed that the U.S. war in Vietnam was immoral and unjustified.In times of military conflict, heightened nationalism is the norm. Powerful institutions, like the government and the media, work together to promote a culture of hyperpatriotism. Some Americans, though, questioned their expected obligations and instead imagined themselves as "internationalists," as members of communities that transcended national boundaries. Their Asian political collaborators, who included Buddhist monk Thich Nhat Hanh, Foreign Minister of the Provisional Revolutionary Government Nguyen Thi Binh and the Vietnam Women's Union, cultivated relationships with U.S. travelers. These partners from the East and the West worked together to foster what Wu describes as a politically radical orientalist sensibility. By focusing on the travels of individuals who saw themselves as part of an international community of antiwar activists, Wu analyzes how actual interactions among people from several nations inspired transnational identities and multiracial coalitions and challenged the political commitments and personal relationships of individual activists.
During World War II, Mom Chung's was the place to be in San Francisco. Soldiers, movie stars, and politicians gathered at her home to socialize, to show their dedication to the Allied cause, and to express their affection for Dr. Margaret Chung (1889-1959). The first known American-born Chinese female physician, Chung established one of the first Western medical clinics in San Francisco's Chinatown in the 1920s. She also became a prominent celebrity and behind-the-scenes political broker during World War II. Chung gained national fame when she began "adopting" thousands of soldiers, sailors, and flyboys, including Ronald Reagan, Admiral Chester W. Nimitz, and Admiral William F. Halsey, Jr. A pioneer in both professional and political realms, Chung experimented in her personal life as well. She adopted masculine dress and had romantic relationships with other women, such as writer Elsa Gidlow and entertainer Sophie Tucker. This is the first biography to explore Margaret Chung's remarkable and complex life. It brings alive the bohemian and queer social milieus of Hollywood and San Francisco as well as the wartime celebrity community Chung cultivated. Her life affords a rare glimpse into the possibilities of traversing racial, gender, and sexual boundaries of American society from the late Victorian era through the early Cold War period.
Probability theory has always been an active field of research in China, but, until recently, almost all of this research was written in Chinese. This book contains surveys by some of China's leading probabilists, with a fairly complete coverage of theoretical probability and selective coverage of applied topics. The purpose of the book is to provide an account of the most significant results in probability obtained in China in the past few decades and to promote communication between probabilists in China and those in other countries. This collection will be of interest to graduate students and researchers in mathematics and probability theory, as well as to researchers in such areas as physics, engineering, biochemistry, and information science. Among the topics covered here are: stochastic analysis, stochastic differential equations, Dirichlet forms, Brownian motion and diffusion, potential theory, geometry of manifolds, semi-martingales, jump Markov processes, interacting particle systems, entropy production of Markov processes, renewal sequences and p-functions, multi-parameter stochastic processes, stationary random fields, limit theorems, strong approximations, large deviations, stochastic control systems, and probability problems in information theory.
This volume tackles perceived myths surrounding the academic excellence of East Asian students, and moves beyond Western understanding to offer in-depth analysis of the crucial role that shadow education plays in students’ academic success. Featuring a broad range of contributions from countries including Japan, China, Taiwan, and Singapore, chapters draw on rich qualitative research to place in the foreground the lived experiences of students, teachers, and parents in East Asian countries. In doing so, the text provides indigenous insights into the uses, values, and meanings of shadow education and highlights unknown cultural and regional aspects, as well as related phenomena including trans-boundary learning culture, nomadic learning, individualized learning, and the post-schooling era. Ultimately challenging the previously dominating Western perspective on shadow education, the volume offers innovative theorization to highlight shadow education as a phenomenon which cannot be overlooked in broader discussion of East Asian educational performance, systems, and policy. Offering pioneering insights into the growing phenomenon of shadow education, this text will benefit researchers, academics, and educators with an interest in international and comparative education, curriculum studies, and East Asian educational practices and policy. Those interested in the sociology of education and educational policy will also benefit from this book.
An analytic bibliography of periodical articles on controversies in modern Chinese intellectual history, mainly focused on the May Fourth movement and the Post-May Fourth periods..
In 1945, Taiwan was placed under the administrative control of the Republic of China, and after two years, accusations of corruption and a failing economy sparked a local protest that was brutally quashed by the Kuomintang government. The February Twenty-Eighth (or 2/28) Incident led to four decades of martial law that became known as the White Terror. During this period, talk of 2/28 was forbidden and all dissent violently suppressed, but since the lifting of martial law in 1987, this long-buried history has been revisited through commemoration and narrative, cinema and remembrance. Drawing on a wealth of secondary theoretical material as well as her own original research, Sylvia Li-chun Lin conducts a close analysis of the political, narrative, and ideological structures involved in the fictional and cinematic representations of the 2/28 Incident and White Terror. She assesses the role of individual and collective memory and institutionalized forgetting, while underscoring the dangers of re-creating a historical past and the risks of trivialization. She also compares her findings with scholarly works on the Holocaust and the aftermath of the atomic bombings of Japan, questioning the politics of forming public and personal memories and the political teleology of "closure." This is the first book to be published in English on the 2/28 Incident and White Terror and offers a valuable matrix of comparison for studying the portrayal of atrocity in a specific locale.
This book tells the story of Taiwan’s economic revolution—how Taiwan transformed itself from a planned economy into a market economy between 1949 and 1965. The authors posit that it was the Kuomintang Government's endorsement of property rights reform and institutional change that enabled Taiwan to transform from an impoverished command economy to one of the fastest growing economies in the world. The book gives special attention to how a small group of political and economic leaders began adopting the new ideas and beliefs that created the vision that enabled them to embrace institutional and organizational innovations, actions which led to the formation of the new market economy. Using first-hand interview material with key government officials from the period, and analyses of hitherto unused Chinese-language archives including: the diaries of Chiang Kai-shek, Kuomintang party archives, and personal papers of Kuomintang leaders, as well as newspaper and journal articles published in Taiwan between 1949 and 1965, this book is both empirically rich, and gives the reader insights into Taiwan's developmental experience and the direction in which, under different circumstances, China's post-war expansion might have proceeded. Taiwan's Economic Transition will be an invaluable resource for anyone interested in the economic and political history and development of Taiwan. More broadly it will also appeal to scholars and students of China's historical and contemporary development, Asian economics, and Asian studies.
This work aims to analyse substantive and conflict of laws rules regarding intermediated securities in a comparative way. For this purpose, it examines major jurisdictions’ rules for intermediated securities and the intermediated securities holding systems, such as the rules of the German, US, Korean, Japanese and Swiss systems, as well as the relevant EU regimes and initiatives. Above all, it analyses the two international instruments related to intermediated securities, i.e. the Geneva Securities Convention and the Hague Securities Convention. Through a functional comparative approach based upon legal traditions of the various jurisdictions, this book gives readers theoretical and practical information on intermediated securities and their national and international aspects.
For a given meromorphic function I(z) and an arbitrary value a, Nevanlinna's value distribution theory, which can be derived from the well known Poisson-Jensen for mula, deals with relationships between the growth of the function and quantitative estimations of the roots of the equation: 1 (z) - a = O. In the 1920s as an application of the celebrated Nevanlinna's value distribution theory of meromorphic functions, R. Nevanlinna [188] himself proved that for two nonconstant meromorphic func tions I, 9 and five distinctive values ai (i = 1,2,3,4,5) in the extended plane, if 1 1- (ai) = g-l(ai) 1M (ignoring multiplicities) for i = 1,2,3,4,5, then 1 = g. Fur 1 thermore, if 1- (ai) = g-l(ai) CM (counting multiplicities) for i = 1,2,3 and 4, then 1 = L(g), where L denotes a suitable Mobius transformation. Then in the 19708, F. Gross and C. C. Yang started to study the similar but more general questions of two functions that share sets of values. For instance, they proved that if 1 and 9 are two nonconstant entire functions and 8 , 82 and 83 are three distinctive finite sets such 1 1 that 1- (8 ) = g-1(8 ) CM for i = 1,2,3, then 1 = g.
In this book, Christian W. Chun examines the ways in which identities, discourses, and topographies of both capitalist and anti-capitalist imaginaries and realities are embodied in the everyday practices of people. A World without Capitalism? is a sociolinguistic ethnography that explores the heretofore limited research in applied linguistics and sociolinguistics on the discursive and materialized representations and enactments of capitalism. Engaging across disciplinary fields, including applied linguistics, ethnography, political economy, philosophy, and cultural studies, Chun investigates in ethnographic detail how capitalism does and does not pervade people’s everyday experiences. This book aims to further contribute to a much-needed understanding of how discourses operate in the co-constructions of capitalist and anti-capitalist imaginaries and instantiated realities and practices as narrated, lived, and embodied by people and material artifacts. This book is vital reading for students and researchers working in the fields of applied linguistics, discourse analysis, and cultural studies, as well as those interested in understanding capitalism and questioning how to live beyond it.
In a turbulent, unstable era of severe financial pressures, the development of strategic human resource (HR) practices has become an urgent mandate in higher education. With significant and widespread institutional shifts resulting from globalization, heightened competition, and rapid innovation, educational leaders must optimize their most significant resource—human capital—and align HR strategies, structures, and processes with organizational goals. Due to substantial cuts in state appropriations and rapidly diminishing budgets, public institutions of higher education in particular are struggling to realign resources and programs to fulfill their educational missions and maintain academic quality, while simultaneously responding to complex external legislative and accreditation mandates. In light of these challenges, Creating a Tipping Point: Strategic Human Resources in Higher Education breaks new ground by presenting a research-based approach that supports the evolution of HR practices from siloed, transactional models to strategic operations that serve the entire university. This monograph provides a concrete, progressive road map to developing organizational capabilities in support of the university's academic mission and illustrates this pathway with examples drawn from public research universities. It offers strategies, tools, metrics, and action steps that support the development of an effective and efficient strategic HR operation in higher education. For institutions seeking to implement strategic HR, this book is a practical and invaluable resource.
This book investigates how China has used Taiwanese investment and treated Taiwanese investors to pursue political reunification. The book’s main supposition is that both Chinese central and local governments have strategic considerations with respect to Taiwanese businesses. Consequently, through detailed case studies of three cities: Tianjin, Kunshan and Dongguan, the author explores the changing interaction between Taiwanese businesses and the Chinese government, and seeks to provide an explanation of this changing pattern of interaction in the cross-strait political economy. Through her unique empirical research, Lee shows how Chinese local governments, although being driven by short-term goals, also contribute to the goal of achieving political reunification, and argues that central and local governments complement each other as a consequence. By stressing the importance of long-term political goals and the state’s policy interests and preferences, this research intends to address the various political implications attached to Taiwanese investment in China. This timely and important study presents some of the first systematic empirical research published in English (or any other Western language) focusing on Taiwan’s entrepreneurs (taishang) on the Chinese mainland. The book will be of interest to students and scholars of Taiwan Studies, Chinese Politics, Political Economy, Chinese Business and economics.
Focusing on reducing emissions and improving fuel economy, automotive manufacturers are developing electric vehicles (EV) to replace fuel and diesel vehicles starting in 2030 onwards. The EVs, with their green power supplies maximize environmental benefits with zero emissions thereby lowering air pollution levels. There is now an increased demand for stable electric storage systems (ESS) that are part of the design of new electric vehicles. This timely reference gives an overview of modern electrical power systems applied in the current generation of electric vehicles which require an ESS, and how these can be utilized for simultaneous power and data communication. The book starts with an introduction to the topic, before giving a summary of the green power trend for the electric vehicle market. The book then delves into the theoretical and analytical framework required to understand adaptive compensation of the magnetic inductive system (ACMIS), based on zero voltage switch (ZVS). The chapters demonstrate how these systems are used for transmitting electric power from a single-end inverter combined with a compensated network of parallel to parallel (P-P) type and an auto-tuning impedance of LC tank. The book also covers the experimental method for a multifunctional contactless power flow of the G2V mode and bidirectional outer communication and inner communication with giant magnetoresistance (GMR) effect for car parking guidance. The experiment shows how to analyze data transferring performance including the current trimming method and how to evaluate data transmission quality according to the relevant parameters. Overall the book serves to familiarize automotive engineers and industry professionals involved in the electric vehicle market with the issues that surround wireless power charging and data transfer systems for electric vehicles, and introduces them to more coherent designs.
Now divided into four parts, the second edition of Cancer Pain delivers broad coverage of the issues that arise in the management of malignancy-related pain, from basic science, through end of life care and associated ethical issues, to therapies, both medical and complementary. Part One reviews basis considerations in cancer pain management, including epidemiology, pharmacology, history-taking and patient evaluation and teamworking. Part Two brings together the drug therapies for cancer pain, their underlying basis, and potential side-effects. Part Three covers the non-drug therapies, including nerve blocks, stimulation-induced analgesia, radiotherapy, complementary therapies and psychological interventions. The control of symptoms other than pain, so critical to cancer patients, is also considered here. Part Four describes special situations. Cancer pain management in children and older patients, and in the community setting, and pain in the dying patient and the cancer survivor are all covered here.
This book reports on studies contextualised within the curriculum development of General Studies in primary education and Liberal Studies in secondary education in Hong Kong. Both areas call for a learning environment that is conducive to the use of collaborative group work to foster critical thinking. By employing a mixed-methods approach and undertaking a teaching intervention based on Anderson et al.’s (2001) study, the book evaluates the effectiveness of group work in learners’ development of critical thinking skills and mindsets. In addition, it examines the influence of Chinese culture on the practice of group work. Findings from primary and secondary classrooms are subjected to a comparative analysis, yielding valuable insights into the relevance of group work for promoting critical thinking.
Revolutionary Stagecraft draws on a rich corpus of literary, historical, and technical materials to reveal a deep entanglement among technological modernization, political agendas, and the performing arts in modern China. This unique approach to Chinese theater history combines a close look at plays themselves, performance practices, technical theater details, and behind-the-scenes debates over “how to” make theater amid the political upheavals of China’s 20th century. The book begins at a pivotal moment in the 1920s—when Chinese theater artists began to import, use, and write about modern stage equipment—and ends in the 1980s when China's scientific and technological boom began. By examining iconic plays and performances from the perspective of the stage technologies involved, Tarryn Li-Min Chun provides a fresh perspective on their composition and staging. The chapters include stories on the challenges of creating imitation neon, rigging up a makeshift revolving stage, and representing a nuclear bomb detonating onstage. In thinking about theater through technicity, the author mines well-studied materials such as dramatic texts and performance reviews for hidden technical details and brings to light a number of previously untapped sources such as technical journals and manuals; set design renderings, lighting plots, and prop schematics; and stage technology how-to guides for amateur thespians. This approach focuses on material stage technologies, situating these objects equally in relation to their technical potential, their human use, and the social, political, economic, and cultural forces that influence them. In each of its case studies, Revolutionary Stagecraft reveals the complex and at times surprising ways in which Chinese theater artists and technicians of the 20th century envisioned and enacted their own revolutions through the materiality of the theater apparatus.
An essential introduction to data analytics and Machine Learning techniques in the business sector In Financial Data Analytics with Machine Learning, Optimization and Statistics, a team consisting of a distinguished applied mathematician and statistician, experienced actuarial professionals and working data analysts delivers an expertly balanced combination of traditional financial statistics, effective machine learning tools, and mathematics. The book focuses on contemporary techniques used for data analytics in the financial sector and the insurance industry with an emphasis on mathematical understanding and statistical principles and connects them with common and practical financial problems. Each chapter is equipped with derivations and proofs—especially of key results—and includes several realistic examples which stem from common financial contexts. The computer algorithms in the book are implemented using Python and R, two of the most widely used programming languages for applied science and in academia and industry, so that readers can implement the relevant models and use the programs themselves. The book begins with a brief introduction to basic sampling theory and the fundamentals of simulation techniques, followed by a comparison between R and Python. It then discusses statistical diagnosis for financial security data and introduces some common tools in financial forensics such as Benford's Law, Zipf's Law, and anomaly detection. The statistical estimation and Expectation-Maximization (EM) & Majorization-Minimization (MM) algorithms are also covered. The book next focuses on univariate and multivariate dynamic volatility and correlation forecasting, and emphasis is placed on the celebrated Kelly's formula, followed by a brief introduction to quantitative risk management and dependence modelling for extremal events. A practical topic on numerical finance for traditional option pricing and Greek computations immediately follows as well as other important topics in financial data-driven aspects, such as Principal Component Analysis (PCA) and recommender systems with their applications, as well as advanced regression learners such as kernel regression and logistic regression, with discussions on model assessment methods such as simple Receiver Operating Characteristic (ROC) curves and Area Under Curve (AUC) for typical classification problems. The book then moves on to other commonly used machine learning tools like linear classifiers such as perceptrons and their generalization, the multilayered counterpart (MLP), Support Vector Machines (SVM), as well as Classification and Regression Trees (CART) and Random Forests. Subsequent chapters focus on linear Bayesian learning, including well-received credibility theory in actuarial science and functional kernel regression, and non-linear Bayesian learning, such as the Naïve Bayes classifier and the Comonotone-Independence Bayesian Classifier (CIBer) recently independently developed by the authors and used successfully in InsurTech. After an in-depth discussion on cluster analyses such as K-means clustering and its inversion, the K-nearest neighbor (KNN) method, the book concludes by introducing some useful deep neural networks for FinTech, like the potential use of the Long-Short Term Memory model (LSTM) for stock price prediction. This book can help readers become well-equipped with the following skills: To evaluate financial and insurance data quality, and use the distilled knowledge obtained from the data after applying data analytic tools to make timely financial decisions To apply effective data dimension reduction tools to enhance supervised learning To describe and select suitable data analytic tools as introduced above for a given dataset depending upon classification or regression prediction purpose The book covers the competencies tested by several professional examinations, such as the Predictive Analytics Exam offered by the Society of Actuaries, and the Institute and Faculty of Actuaries' Actuarial Statistics Exam. Besides being an indispensable resource for senior undergraduate and graduate students taking courses in financial engineering, statistics, quantitative finance, risk management, actuarial science, data science, and mathematics for AI, Financial Data Analytics with Machine Learning, Optimization and Statistics also belongs in the libraries of aspiring and practicing quantitative analysts working in commercial and investment banking.
Now divided into four parts, the second edition of Cancer Pain delivers broad coverage of the issues that arise in the management of malignancy-related pain, from basic science, through end of life care and associated ethical issues, to therapies, both medical and complementary.Part One reviews basis considerations in cancer pain management, includ
Winner, 2024 Robert E. Park Book Award, Section on Community and Urban Sociology, American Sociological Association Environmental organizing in Beijing emerged in an unlikely place in the 2000s: new gated residential communities. After rapid population growth and housing construction led to a ballooning trash problem and overflowing landfills, many first-time homeowners found their new neighborhoods facing an unappetizing prospect—waste incinerator projects slated for their backyards. Delving into the online and offline conversations of communities affected by the proposed incinerators, A Spark in the Smokestacks demonstrates how a rising middle class acquires the capacity for organizing in an authoritarian context. Jean Yen-chun Lin examines how urban residents create civic life through everyday associational activities—learning to defend property rights, fostering participation, and mobilizing to address housing-related grievances. She shows that homeowners cultivated petitioning skills, informational networks, and community leadership, which they would later deploy against incinerator projects. To interact with government agencies, they developed citizen science–based tactics, a middle-class alternative to disruptive protests. Homeowners drew on their professional connections, expertise, and fundraising capabilities to produce reports that boosted their legitimacy in city-level dialogue. Although only one of the three incinerator projects Lin follows was ultimately canceled, some communities established durable organizations that went on to tackle other environmental problems. Drawing on interviews, participant observation, and ethnography, A Spark in the Smokestacks casts urban Chinese communities as “schools of democracy,” in which residents learn civic skills and build capacity for collective organizing. Through compelling case studies of local activism, this book sheds new light on the formation of civil society and social movements more broadly.
This book provides a broad understanding of the fundamental tools and methods from information theory and mathematical programming, as well as specific applications in 6G and beyond system designs. The contents focus on not only both theories but also their intersection in 6G. Motivations are from the multitude of new developments which will arise once 6G systems integrate new communication networks with AIoT (Artificial Intelligence plus Internet of Things). Design issues such as the intermittent connectivity, low latency, federated learning, IoT security, etc., are covered. This monograph provides a thorough picture of new results from information and optimization theories, as well as how their dialogues work to solve aforementioned 6G design issues.
Among twentieth-century Confucians, Xu Fuguan (1904–1982) remains preeminent. This volume, written by Chun-chieh Huang, an authority on Xu’s life and thought, offers English-speaking readers for the first time an exhaustive analysis of the philosopher’s original ideas and research. A distinguished member of the group of Contemporary New Confucians, Xu made a significant contribution to the revival of Chinese culture and society, and the present book outlines the specific features of his legacy in comparison with the views of some of his influential Chinese and Japanese contemporaries. The topics covered illustrate an overarching idea, namely, the innovative way in which Xu Fuguan answers a major question concerning Chinese culture, one posed by Chinese intellectuals since the May Fourth Movement: how best to approach the modernization of China. Xu’s work is based on the assumption that Confucian thought and ethics—the core of Chinese tradition—can be modernized because “there is nothing in it which is not compatible with the idea of human dignity or rights in modern society.” Xu addresses the question of China’s modernization by offering arguments in favor of building a connection between Confucianism and democracy, mainly its political dimension. Huang places his subject in the vast context of twentieth-century Chinese Confucian studies and the history of East Asian thought. He compares Xu Fuguan with his most influential opponents Hu Shi (1891–1962) and Fu Sinian (1896–1950) as well as fellow Confucians Tang Junyi (1909–1978) and Mou Zongsan (1909–1995). Huang draws further comparisons between Xu’s thought and that of Japanese Enlightenment philosopher Fukuzawa Yukichi (1835–1901) and the father of contemporary Japanese capitalism, Shibusawa Eiichi (1840–1931). These contrasts highlight the “Chineseness” of Xu’s theories and the marks left by traditional Chinese thought and culture on his writing and life in the countryside, where he spent much of his youth.
From mobile, cable-free re-charging of electric vehicles, smart phones and laptops to collecting solar electricity from orbiting solar farms, wireless power transfer (WPT) technologies offer consumers and society enormous benefits. Written by innovators in the field, this comprehensive resource explains the fundamental principles and latest advances in WPT and illustrates key applications of this emergent technology. Key features and coverage include: The fundamental principles of WPT to practical applications on dynamic charging and static charging of EVs and smartphones. Theories for inductive power transfer (IPT) such as the coupled inductor model, gyrator circuit model, and magnetic mirror model. IPTs for road powered EVs, including controller, compensation circuit, electro-magnetic field cancel, large tolerance, power rail segmentation, and foreign object detection. IPTs for static charging for EVs and large tolerance and capacitive charging issues, as well as IPT mobile applications such as free space omnidirectional IPT by dipole coils and 2D IPT for robots. Principle and applications of capacitive power transfer. Synthesized magnetic field focusing, wireless nuclear instrumentation, and future WPT. A technical asset for engineers in the power electronics, internet of things and automotive sectors, Wireless Power Transfer for Electric Vehicles and Mobile Devices is an essential design and analysis guide and an important reference for graduate and higher undergraduate students preparing for careers in these industries.
A significant contribution to both political theory and China studies, this volume provides a critical assessment of the past and future Chinese socialism.
Edited by a highly regarded scientist and with contributions from sixteen international research groups, spanning Asia and North America, Rare Earth Coordination Chemistry: Fundamentals and Applications provides the first one-stop reference resource for important accomplishments in the area of rare earth. Consisting of two parts, Fundamentals and Applications, readers are armed with the systematic basic aspects of rare earth coordination chemistry and presented with the latest developments in the applications of rare earths. The systematic introduction of basic knowledge, application technology and the latest developments in the field, makes this ideal for readers across both introductory and specialist levels.
This book presents a new paradigm for assurance of salvation. It argues that an adoption-centric understanding of salvation, based on union with Christ, enables one to appreciate salvation in its fullest splendor. Seeing assurance from historical, exegetical, and theological perspectives, it contends that assurance of adoption is assurance of salvation.
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