Develop and manage chemical information systems This text provides a comprehensive overview of analyzing chemical problems using computer-aided methods for both newcomers and advanced computer scientists and chemists. In addition to practical how-to information and step-by-step descriptions, this resource includes case studies from Merck & Co., Inc., to further aid your understanding. This guide covers a wide range of cheminformatics topics, including: * Software development principles * Object-oriented approach * Building and buying * Agile and Iterative Development Process * UML Modeling * Deployment and Software Architecture * Presentation, Business, and Data Persistence Layer * Producing an entity dictionary * Chemistry Intelligence API * Plug and play--integrating with third-party tools Written by a former lead architect on the design of said systems at Merck & Co., Inc., this text not only lays out information, but also shares the author's experiences and advice on cheminformatics.
In her study of Chinese shadow theatre Fan Pen Li Chen documents and corrects misconceptions about this once-popular art form. Drawing on extensive research and fieldwork, she argues that these plays served a mainly religious function during the Qing dynasty and that the appeal of women warrior characters reflected the lower classes' high tolerance for the unorthodox and subversive. Chinese Shadow Theatre includes several rare transcriptions of oral performances, including a didactic play on the eighteen levels of Hell, and Investiture of the Gods, a sacred saga, and translations of three rare, hand-copied shadow plays featuring religious themes and women warrior characters. Chen examines the relationship between historical and fictional women warriors and those in military romances and shadow plays to demonstrate the significance of both printed works and oral transmission in the diffusion of popular culture. She also shows that traditional folk theatre is a subject for serious academic study by linking it to recent scholarship on drama, popular religion, and popular culture.
English-language translations of traditional plays from the marionette puppet theater of northern China. Marionette puppet theater has a rich and ancient history in China, extending back to the Han dynasty and reaching its heyday in the Qing dynasty. While this art form is nearly extinct in northern China today, a handful of troupes in Heyang County in Shaanxi Province, which claims to be the birthplace of marionette theater, continue to perform skits and scenes from Heyangs earlier, broader marionette theater repertoire. In this book, Fan Pen Li Chen has collected and translated rare transcriptions of some of the most popular of these plays. Her insightful translations include a rich variety of genres and highlight memorable characters that range from manipulative aristocrats, poor Confucian scholars, and a woman warrior to Baldy Guo, the iconic clown of puppet theater. As the only work in English about the puppet theater of northern China, these translations provide valuable information about the history, religion, social roles, and popular culture of that region. Detailed introductions and annotations for each play, as well as an extensive bibliography, are also included.
Mobile crowdsensing (MCS) is emerging as a novel sensing paradigm in the Internet of Things (IoTs) due to the proliferation of smart devices (e.g., smartphones, wearable devices) in people’s daily lives. These ubiquitous devices provide an opportunity to harness the wisdom of crowds by recruiting mobile users to collectively perform sensing tasks, which largely collect data about a wide range of human activities and the surrounding environment. However, users suffer from resource consumption such as battery, processing power, and storage, which discourages users’ participation. To ensure the participation rate, it is necessary to employ an incentive mechanism to compensate users’ costs such that users are willing to take part in crowdsensing. This book sheds light on the design of incentive mechanisms for MCS in the context of game theory. Particularly, this book presents several game-theoretic models for MCS in different scenarios. In Chapter 1, the authors present an overview of MCS and state the significance of incentive mechanism for MCS. Then, in Chapter 2, 3, 4, and 5, the authors propose a long-term incentive mechanism, a fair incentive mechanism, a collaborative incentive mechanism, and a coopetition-aware incentive mechanism for MCS, respectively. Finally, Chapter 6 summarizes this book and point out the future directions. This book is of particular interest to the readers and researchers in the field of IoT research, especially in the interdisciplinary field of network economics and IoT.
This IBM® RedpaperTM publication presents the process and steps that were taken to move from an R language forecasting solution to an IBM SPSS® Modeler solution. The paper identifies the key challenges that the team faced and the lessons they learned. It describes the journey from analysis through design to key actions that were taken during development to make the conversion successful. The solution approach is described in detail so that you can learn how the team broke the original R solution architecture into logical components in order to plan for the conversion project. You see key aspects of the conversion from R to IBM SPSS Modeler and how basic parts, such as data preparation, verification, pre-screening, and automating data quality checks, are accomplished. The paper consists of three chapters: Chapter 1 introduces the business background and the problem domain. Chapter 2 explains critical technical challenges that the team confronted and solved. Chapter 3 focuses on lessons that were learned during this process and ideas that might apply to your conversion project. This paper applies to various audiences: Decision makers and IT Architects who focus on the architecture, roadmap, software platform, and total cost of ownership. Solution development team members who are involved in creating statistical/analytics-based solutions and who are familiar with R and IBM SPSS Modeler.
Network Function Virtualization (NFV) has recently attracted considerable attention from both research and industrial communities. Numerous papers have been published regarding solving the resource- allocation problems in NFV, from various perspectives, considering different constraints, and adopting a range of techniques. However, it is difficult to get a clear impression of how to understand and classify different kinds of resource allocation problems in NFV and how to design solutions to solve these problems efficiently. This book addresses these concerns by offering a comprehensive overview and explanation of different resource allocation problems in NFV and presenting efficient solutions to solve them. It covers resource allocation problems in NFV, including an introduction to NFV and QoS parameters modelling as well as related problem definition, formulation and the respective state-of-the-art algorithms. This book allows readers to gain a comprehensive understanding of and deep insights into the resource allocation problems in NFV. It does so by exploring (1) the working principle and architecture of NFV, (2) how to model the Quality of Service (QoS) parameters in NFV services, (3) definition, formulation and analysis of different kinds of resource allocation problems in various NFV scenarios, (4) solutions for solving the resource allocation problem in NFV, and (5) possible future work in the respective area.
Die Vorstellung, China sei ein "schwacher Staat", der in einer zunehmend darwinistisch konzipierten Welt nicht konkurrenzfähig sei, beherrschte vom Ende des 19. Jahrhunderts, besonders seit dem verlorenen Krieg gegen Japan (1894/95), bis in die 1930er-Jahre den politischen Diskurs in China selbst wie auch in anderen Ländern der Welt. Der Band zeichnet diese "Untergangsgeschichte" des "kranken Mannes Asiens" nach und hilft somit, das Selbstverständnis und die Identität des heutigen China zu verstehen.
This book is an introduction to Chinese pediatric massage which is a safe, non-invasive, low-cost & effective therapy for a wide variety of common childhood ailments. Includes over 250 easy to follow illustrations.
Statistical Foundations of Data Science gives a thorough introduction to commonly used statistical models, contemporary statistical machine learning techniques and algorithms, along with their mathematical insights and statistical theories. It aims to serve as a graduate-level textbook and a research monograph on high-dimensional statistics, sparsity and covariance learning, machine learning, and statistical inference. It includes ample exercises that involve both theoretical studies as well as empirical applications. The book begins with an introduction to the stylized features of big data and their impacts on statistical analysis. It then introduces multiple linear regression and expands the techniques of model building via nonparametric regression and kernel tricks. It provides a comprehensive account on sparsity explorations and model selections for multiple regression, generalized linear models, quantile regression, robust regression, hazards regression, among others. High-dimensional inference is also thoroughly addressed and so is feature screening. The book also provides a comprehensive account on high-dimensional covariance estimation, learning latent factors and hidden structures, as well as their applications to statistical estimation, inference, prediction and machine learning problems. It also introduces thoroughly statistical machine learning theory and methods for classification, clustering, and prediction. These include CART, random forests, boosting, support vector machines, clustering algorithms, sparse PCA, and deep learning.
Chinese self-massage has many benefits and uses, ranging from maintaining health to treating acne, losing or gaining weight, and preventing wrinkles. This comprehensive overview of the theories and techniques of Chinese self-massage is for both professional practitioners of Chinese medicine and people who are interested in caring for their health. It includes self-massage procedures for treatment and prevention of many common complaints, such as colds and flus, insomnia, high blood pressure, constipation, diabetes, menstrual pain, tennis elbow, and fibrocystic breast disease, along with accompanying pictures showing how and where the technique should be done. This book also includes sections on self-massage for sexual dysfunction, beautification, weight loss, maintenance of teeth, prevention of balding, and the promotion of better breast health.
This book provides an overview of crowdsourced data management. Covering all aspects including the workflow, algorithms and research potential, it particularly focuses on the latest techniques and recent advances. The authors identify three key aspects in determining the performance of crowdsourced data management: quality control, cost control and latency control. By surveying and synthesizing a wide spectrum of studies on crowdsourced data management, the book outlines important factors that need to be considered to improve crowdsourced data management. It also introduces a practical crowdsourced-database-system design and presents a number of crowdsourced operators. Self-contained and covering theory, algorithms, techniques and applications, it is a valuable reference resource for researchers and students new to crowdsourced data management with a basic knowledge of data structures and databases.
In the field of image processing, many applications require real-time execution, particularly those in the domains of medicine, robotics and transmission, to name but a few. Recent technological developments have allowed for the integration of more complex algorithms with large data volume into embedded systems, in turn producing a series of new sophisticated electronic architectures at affordable prices. This book performs an in-depth survey on this topic. It is primarily written for those who are familiar with the basics of image processing and want to implement the target processing design using different electronic platforms for computing acceleration. The authors present techniques and approaches, step by step, through illustrative examples. This book is also suitable for electronics/embedded systems engineers who want to consider image processing applications as sufficient imaging algorithm details are given to facilitate their understanding.
Presents the theories and applications of determining the position of an object in space through the use of satellites As the importance of space reconnaissance technology intensifies, more and more countries are investing money in building their own space reconnaissance satellites. Due to the secrecy and sensitivity of the operations, it is hard to find published papers and journals on the topic outside of military and governmental agencies. This book aims to fill the gap by presenting the various applications and basic principles of a very modern technology. The space electronic reconnaissance system in mono/multi-satellite platforms is a critical feature which can be used for detection, localization, tracking or identification of the various kinds of signal sources from radar, communication or navigation systems. Localization technology in space electronic reconnaissance uses single or multiple satellite receivers which receive signals from radar, communication and navigation emitters in the ground, ocean and space to specify the location of emitter. The methods, principles and technologies of different space electronic reconnaissance localization systems are introduced in this book, as are their performances, and the various methods are explained and analysed. Digital simulations illustrate the results. Presents the theories and applications of determining the position of an object in space through the use of satellites Introduces methods, principles and technologies of localization and tracking in the space electronic reconnaissance system, the localization algorithm and error in satellite system and near space platform system, and the tracking algorithm and error in single satellite-to-satellite tracking system Provides the fundamentals, the mathematics, the limitations, the measurements, and systems, of localization with emphasis on defence industry applications Highly relevant for Engineers working in avionics, radar, communication, navigation and electronic warfare. Chapters include:- the introduction of space electronic reconnaissance localization technology, knowledge about the satellite orbit and basic terminology of passive localization, single satellite geolocation technology based on direction finding, three-satellite geolocation technology based on time difference of arrival (TDOA), two-satellite geolocation technology based on TDOA and frequency difference of arrival (FDOA), the single satellite localization technology based on kinematics theory, localization principles of near-space platform electronic reconnaissance systems, the orbit determination of single satellite-to-satellite tracking using bearings only(BO) information, the orbit determination of single satellite-to-satellite tracking using bearings and frequency information, the orbit determination of single satellite-to-satellite tracking using frequency only(FO) information. Each chapter ends with a problem and solution section, some using Matlab code.
The history of China’s National Games reflects both the transformation of elite sport in China and wider Chinese society. This is the first book to describe the origins and development of the National Games through their dynamic relationship with Chinese politics, nationalism and identity in the modern era. Looking specifically at the role of the National Games in China’s changing social, political and economic circumstances from 1910 to 2009, this book uncovers how the National Games reflected the shifts in state-led nationalist ideologies within three historical eras: the late Qing Dynasty and Republican China (1910-1948), the early People’s Republic of China (1959-1979) and the People’s Republic of China in the post-1980s (1983–2009). It also examines how the National Games were reformed to serve China’s Olympic Strategy in the context of globalization and commercialization from the 1980s onwards. Full of original insights into archive material, each chapter sheds new light on the social, cultural and political significance of this sporting mega-event in the shaping of modern China. This is fascinating reading for anybody with an interest in the politics, history and culture of China.
This book gives a detailed description on mathematical theory of elasticity and generalized dynamics of solid quasicrystals and its applications.The Chinese edition of the book Mathematical Theory of Elasticity of Quasicrystals and Its Applications was published by the Beijing Institute of Technology Press in 1999, written by Prof Tian-You Fan. In this English edition of the book, the phonon-phason dynamics, defect dynamics and hydrodynamics of solid quasicrystals are included, so the scope of the book is beyond elasticity. Hence, the title in this edition is changed to Mathematical Theory of Elasticity and Generalized Dynamics of Quasicrystals and Its Applications. This book is the first and only monograph in the scope of quasicrystals since first published in 1999 in China and worldwide. In this edition, the two-dimensional quasicrystals of second kind, soft-matter quasicrystals and photonic bade-gap and application of photonic quasicrystals are added.This book combines the mechanical and physical behavior of quasicrystals and mathematical physics, which may help graduate students and researchers in the fields of new materials, condensed matter physics, applied mathematics and engineering science.
China has the largest number of people with dementia and the incidence is projected to increase much faster than in the developed world. There is a great demand for new drugs that can prevent or treat the disease and great potential for conducting Alzheimer’s disease clinical trials. The majority of Alzheimer’s disease trials that have been conducted in China are local trials. In early years, there were deficiencies in trial design and implementation; however, with more attention from the government and concerted efforts among Alzheimer’s disease experts, the standards for conducting Alzheimer’s disease clinical trials have improved. There are currently 159 clinical trial institutions capable of conducting Alzheimer’s disease trials in China, offering good facilities, experienced investigators and easily accessible patient pools. Recently a few global pharmaceutical companies have expanded their Alzheimer’s disease trials into China. It is expected that with increasing exposure to global standards and improved training, China’s capacity and capability to conduct Alzheimer’s disease trials will be strengthened.
This book analyzes the problems to be solved urgently in the development of launch vehicle control system. The techniques of redundant Inertial Measurement Unit (IMU) reconfiguration and trajectory replanning are proposed aiming at the inertial device failures and power system failures during flight of launch vehicles, respectively. It introduces the background of redundant IMU reconfiguration and trajectory replanning technologies and models of launch vehicle dynamics and redundant strap-down IMUs. The approaches for redundant strap-down IMU fault detection, reconfiguration and trajectory replanning are proposed, putting forward a prospect for the development of launch vehicle control system. The content of this book is concise and highly pragmatic. It could serve as a reference for engineers and researchers engaged in the analysis, design and verification of launch vehicle control systems and also as a reference for graduate students and senior undergraduates majoring in navigation, guidance and control.
China faces many modernization challenges, but perhaps none is more pressing than that posed by climate change. China must find a new economic growth model that is simultaneously environmentally sustainable, can free it from its dependency on fossil fuels, and lift living standards for the majority of its population. But what does such a model look like? And how can China best make the transition from its present macro-economic structure to a low-carbon future? This ground-breaking economic study, led by the Stockholm Environment Institute and the Chinese Economists 50 Forum, brings together leading international thinkers in economics, climate change, and development, to tackle some of the most challenging issues relating to China's low-carbon development. This study maps out a deep carbon reduction scenario and analyzes economic policies that shift carbon use, and shows how China can take strong and decisive action to make deep reductions in carbon emission over the next forty years while maintaining high economic growth and minimizing adverse effects of a low-carbon transition. Moreover, these reductions can be achieved within the finite global carbon budget for greenhouse gas emissions, as determined by the hard constraints of climate science. The authors make the compelling case that a transition to a low-carbon economy is an essential part of China's development and modernization. Such a transformation would also present opportunities for China to improve its energy security and move its economy higher up the international value chain. They argue that even in these difficult economic times, climate change action may present more opportunities than costs. Such a transformation, for China and the rest of the world, will not be easy. But it is possible, necessary and worthwhile to pursue.
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