This book chronicles the dramatic events that have taken place since China opened up to the world in 1978 and adopted a policy of economic reform. It records how economic policies were drafted between 1992 and 2004, brought into law, initiated and then im
This authored book assesses the spatial patterns of climate change and gender inequalities across the Global South, and analyzes the disproportionate impacts that climate change processes have on women in these regions. Though many books attempt to incorporate gender issues into climate change, this book examines the issue as a whole by addressing the relationship between climate change and gender from a number of perspectives. The book incorporates case studies from various regions of the Global South, a designation broadly defined as the countries of Africa, Middle and South America, and most of Asia including the Middle East. In the book's two main sections, readers will learn about how climate change affects access to regional opportunities and resources, the obstacles created by climate change that affect women more strongly than men, and how affected female populations adapt to changing conditions and protect their local livelihoods. Section one, covering chapters 1 and 2, addresses the spatial patterns of climate change and gender inequalities/inequities across the Global South by analyzing long-term trends from the latest reports of the Intergovernmental Panel on Climate Change (IPCC) and the World Economic forum. Section two, covering chapters 3 through 7, discusses the critical issues related to climate change and gender inequality, and presents literature reviews and case studies in the Global South. The different issues and perspectives discussed include health, water and food security, education, conflicts, migration, participation in decision-making processes, and changing urban social landscapes. The concluding chapter discusses policy initiatives and makes recommendations to some of the gender mainstreaming through empowerment and participation. This interdisciplinary book will appeal to academics and policy-makers beyond just the fields of environmental sciences and gender studies, and may be adopted as a resource for graduate students and researchers.
This book explores the role of public action in eliminating deprivation and expanding human freedoms in India. The analysis is based on a broad and integrated view of development, which focuses on well-being and freedom rather than the standard indicators of economic growth. The authors place human agency at the centerstage, and stress the complementary roles of different institutions (economic, social, and political) in enhancing effective freedoms.
An up-to-date approach to understanding statistical inference Statistical inference is finding useful applications in numerous fields, from sociology and econometrics to biostatistics. This volume enables professionals in these and related fields to master the concepts of statistical inference under inequality constraints and to apply the theory to problems in a variety of areas. Constrained Statistical Inference: Order, Inequality, and Shape Constraints provides a unified and up-to-date treatment of the methodology. It clearly illustrates concepts with practical examples from a variety of fields, focusing on sociology, econometrics, and biostatistics. The authors also discuss a broad range of other inequality-constrained inference problems that do not fit well in the contemplated unified framework, providing a meaningful way for readers to comprehend methodological resolutions. Chapter coverage includes: Population means and isotonic regression Inequality-constrained tests on normal means Tests in general parametric models Likelihood and alternatives Analysis of categorical data Inference on monotone density function, unimodal density function, shape constraints, and DMRL functions Bayesian perspectives, including Stein’s Paradox, shrinkage estimation, and decision theory
This book analyses the role of public action in solving the problem of hunger in the modern world and is divided into four parts: Hunger in the modern world, Famines, Undernutrition and deprivation, and Hunger and public action.
This pathbreaking study provides the first comprehensive examination of India-China interactions in the broader contexts of Asian and world history. By focusing on material exchanges, transmissions of knowledge and technologies, networks of exchange during the colonial period, and little-known facets of interactions between the Republic of India and the People’s Republic of China, Tansen Sen argues convincingly that the analysis of India-China connections must extend beyond the traditional frameworks of nation-states or bilateralism. Instead, he demonstrates that a wide canvas of space, people, objects, and timeframe is needed to fully comprehend the interactions between India and China in the past and during the contemporary period. Considering as well the contributions of people and groups from beyond India and China, Sen also explores the interactions between Indians and Chinese outside the Asian continent. The author’s formidable array of sources, pulled from archives and libraries around the world, range from Chinese travel accounts to Indian intelligence reports. Examining the connected histories of the two regions, Sen fills a striking gap in the study of India and China in a global setting.
This book mainly focuses on the investigation of the electric-field control of magnetism and spin-dependent transportation based on a Co40Fe40B20(CoFeB)/Pb(Mg1/3Nb2/3)0.7Ti0.3O3(PMN-PT) multiferroic heterostructure. Methods of characterization and analysis of the multiferroic properties with in situ electric fields are induced to detect the direct magnetoelectric (ME) coupling. A switchable and non-volatile electric field control of magnetization in CoFeB/PMN-PT(001) structures is observed at room temperature, and the mechanism of direct coupling between the ferroelectric domain and ferromagnetic film due to the combined action of 109° ferroelastic domain switching in PMN-PT and the absence of magnetocrystalline anisotropy in CoFeB is demonstrated. Moreover, the electric-field control of giant magnetoresistance is achieved in a CoFeB-based spin valve deposited on top of (011) oriented PMN-PT, which offers an avenue for implementing electric-writing and magnetic-reading random access memory at room temperature. Readers will learn the basic properties of multiferroic materials, many useful techniques related to characterizing multiferroics and the interesting ME effect in CoFeB/PMN-PT structures, which is significant for applications.
This book introduces the centralized robust H∞ team formation tracking control strategy of multi-unmanned aerial vehicle (multi-UAV) network system under intrinsic random fluctuation, time-varying delay and packet dropout in wireless communication, and external disturbance. A simple robust decentralized H∞ proportional-integral-derivative (PID) reference tracking network control strategy is introduced for practical applications of team formation of large-scale UAV under control saturation constraint, external disturbance, and vortex coupling. It provides practical design procedures based on linear matrix inequalities (LMIs) solvable via LMI TOOLBOX in MATLAB®. Features: Focuses on the stabilization of a QUAV under finite-time switching model control (SMC) Discusses robustness control design for formation tracking in UAV networks Introduces different robust centralized and decentralized H∞ attack-tolerant observer-based reference team formation tracking control of large-scale UAVs Reviews practical case studies in each chapter to introduce the design procedures Includes design examples of team formation of 25 quadrotor UAVs and a team formation example of five hybrid quadrotor/biped robot sub-teams This book is aimed at researchers and graduate students in control and electrical engineering.
Electricity Pricing: Regulated, Deregulated and Smart Grid Systems presents proven methods for supplying uninterrupted, high-quality electrical power at a reasonable price to the consumer. Illustrating the evolution of the power market from a monopoly to an open access system, this essential text: Covers voltage stability analysis of longitudinal power supply systems using an artificial neural network (ANN) Explains how to improve performance using flexible alternating current transmission systems (FACTS) and high-voltage direct current (HVDC) Takes into account operating constraints as well as generation cost, line overload, and congestion for expected and inadvertent loading stress Goes beyond FACTS and HVDC to provide multi-objective optimization algorithms for the deregulated power market Proposes the use of stochastic optimization techniques in the smart grid, preparing the reader for future development Electricity Pricing: Regulated, Deregulated and Smart Grid Systems offers practical solutions for improving stability, reliability, and efficiency in real-time systems while optimizing electricity cost.
Almost a millennium before the perfection of chado (the Way of Tea) by Sen Rikyu (1522-1591), the Chinese scholar-official Lu Yu (d. 785) wrote exhaustively about tea and its virtues. Grand Tea Master Sen Soshitsu begins his examination of tea's origins and development from the eighth century through the Heian and medieval eras. This volume illustrates that modes of thinking and practices now associated with the Japanese Way of Tea can be traced to China--where from the classical period tea was imbued with a spiritual quality.
How should Christianity relate to Chinese culture? That question has engaged the minds of both Chinese and Western Christians for several centuries. Lit-sen Chang (1904-1996) was brought up as a Buddhist and educated in the Confucian classics as well as in modern political philosophy. He later delved deeply into Daoism as well. After World War II, he founded Jiangnan University in order to "exterminate" Christianity and revive Eastern religion. Conversion to Christianity in 1950 radically altered the course of his life. He studied at Gordon-Conwell Theological Seminary and then joined the faculty, teaching missions and writing prolifically on theology and apologetics, especially on the relationship of Christianity to Chinese culture. His Critique of Indigenous Theology and Critique of Humanism are published here in English for the first time, and provide excellent examples of his wide learning, insightful analysis, powerful writing, and firm commitment to historic Christianity.
The purpose of this book is to analyse world military expenditure at the end of the 1980s, and to discuss its political and economic implications. After a decade of unprecedented expansion of international military spending, its level is falling, though modestly. Political developments in Europe and the success of arms control negotiations raise hopes for further reductions. In addition, technological and economic structural disarmament is adding to the pressure for reductions. However, performance has not matched up to promises, and formidable obstacles to defence spending limitations still remain. Military Expenditure surveys recent events and describes the process of change that characterizes international military expenditure, and its determinants, at this time of transformation.
Game theory involves multi-person decision making and differential dynamic game theory has been widely applied to n-person decision making problems, which are stimulated by a vast number of applications. This book addresses the gap to discuss general stochastic n-person noncooperative and cooperative game theory with wide applications to control systems, signal processing systems, communication systems, managements, financial systems, and biological systems. H∞ game strategy, n-person cooperative and noncooperative game strategy are discussed for linear and nonlinear stochastic systems along with some computational algorithms developed to efficiently solve these game strategies.
Although computer technology has dramatically improved the analysis of complex transport phenomena, the methodology has yet to be effectively integrated into engineering curricula. The huge volume of literature associated with the wide variety of transport processes cannot be appreciated or mastered without using innovative tools to allow comprehen
Salient Features: - User-friendly monograph, dedicated to obstetricians to update, refresh, and increase their knowledge and competence at the time of fetal heart examination according to clinical standard with evidence-based standard practice. - Complex aspects of complete care for the patients with heart disease are clearly described. - Provides practical information about how to perform prenatal fetal heart screening systematically. - Enriched with advanced ultrasound images, clinical pictures, diagrams, tables and flowcharts for easy comprehension. - Written by experts with enormous clinical experience from across the globe. - References for further reading have been provided at the end of each chapter.
Born on the twin backs of torpidity and obsession, In the Beggarly Style of Imitation is a voyage into the mind of one of the Canadian literary underground’s most unruly writers. Equal parts tribute to the historical genesis of the novel and the well-trodden subject of love, the exercises of imitation contained in this collection offer a brief survey through the illustrious forms and genres of literary expression: epistolary, aphorism, essay, picaresque, romance and satire culminate in a celebratory brand of fiction that proves with finality that imitation is truly the vilest form of flattery.
This important book collects together stateOCoofOCotheOCoart reviews of diverse topics covering almost all the major areas of modern quantum chemistry. The current focus in the discipline of chemistry OCo synthesis, structure, reactivity and dynamics OCo is mainly on control . A variety of essential computational tools at the disposal of chemists have emerged from recent studies in quantum chemistry. The acceptance and application of these tools in the interfacial disciplines of the life and physical sciences continue to grow. The new era of modern quantum chemistry throws up promising potentialities for further research. Reviews of Modern Quantum Chemistry is a joint endeavor, in which renowned scientists from leading universities and research laboratories spanning 22 countries present 59 inOCodepth reviews. Along with a personal introduction written by Professor Walter Kohn, Nobel laureate (Chemistry, 1998), the articles celebrate the scientific contributions of Professor Robert G Parr on the occasion of his 80th birthday. List of Contributors: W Kohn, M Levy, R Pariser, B R Judd, E Lo, B N Plakhutin, A Savin, P Politzer, P Lane, J S Murray, A J Thakkar, S R Gadre, R F Nalewajski, K Jug, M Randic, G Del Re, U Kaldor, E Eliav, A Landau, M Ehara, M Ishida, K Toyota, H Nakatsuji, G Maroulis, A M Mebel, S Mahapatra, R CarbOCoDorca, u Nagy, I A Howard, N H March, SOCoB Liu, R G Pearson, N Watanabe, S TenOCono, S Iwata, Y Udagawa, E Valderrama, X Fradera, I Silanes, J M Ugalde, R J Boyd, E V Ludea, V V Karasiev, L Massa, T Tsuneda, K Hirao, J-M Tao, J P Perdew, O V Gritsenko, M Grning, E J Baerends, F Aparicio, J Garza, A Cedillo, M Galvin, R Vargas, E Engel, A HAck, R N Schmid, R M Dreizler, J Poater, M Sola, M Duran, J Robles, X Fradera, P K Chattaraj, A Poddar, B Maiti, A Cedillo, S Guti(r)rrezOCoOliva, P Jaque, A ToroOCoLabb(r), H Chermette, P Boulet, S Portmann, P Fuentealba, R Contreras, P Geerlings, F De Proft, R Balawender, D P Chong, A Vela, G Merino, F Kootstra, P L de Boeij, R van Leeuwen, J G Snijders, N T Maitra, K Burke, H Appel, E K U Gross, M K Harbola, H F Hameka, C A Daul, I Ciofini, A Bencini, S K Ghosh, A Tachibana, J M CabreraOCoTrujillo, F Tenorio, O Mayorga, M Cases, V Kumar, Y Kawazoe, A M KAster, P Calaminici, Z Gmez, U Reveles, J A Alonso, L M Molina, M J Lpez, F Dugue, A Maanes, C A Fahlstrom, J A Nichols, D A Dixon, P A Derosa, A G Zacarias, J M Seminario, D G Kanhere, A Vichare, S A Blundell, ZOCoY Lu, HOCoY Liu, M Elstner, WOCoT Yang, J Muoz, X Fradera, M Orozco, F J Luque, P Tarakeshwar, H M Lee, K S Kim, M Valiev, E J Bylaska, A Gramada, J H Weare, J Brickmann, M Keil, T E Exner, M Hoffmann & J Rychlewski. Contents: Volume I: Applications of the Automorphisms of SO(8) to the Atomic f Shell (B R Judd & E Lo); Probability Distributions and Valence Shells in Atoms (A Savin); Information Theoretical Approaches to Quantum Chemistry (S R Gadre); Quantum Chemical Justification for Clar''s Valence Structures (M Randic); Functional Expansion Approach in Density Functional Theory (S-B Liu); Normconserving Pseudopotentials for the Exact Exchange Functional (E Engel et al.); Volume II: Chemical Reactivity and Dynamics within a Density-based Quantum Mechanical Framework (P K Chattaraj et al.); Fukui Functions and Local Softness (H Chermette et al.); The Nuclear Fukui Function (P Geerlings et al.); Causality in Time-Dependent Density-Functional Theory (M K Harbola); Theoretical Studies of Molecular Magnetism (H F Hameka); Melting in Finite-Sized Systems (D G Kanhere et al.); Density Functional Theory (DFT) and Drug Design (M Hoffmann & J Rychlewski); and other papers. Readership: Researchers and academics in computational, physical, fullerene, industrial, polymer, solid state and theoretical/quantum chemistry; nanoscience, superconductivity & magnetic materials, surface science; atomic, computational and condensed matter physics; and thermodynamics.
Biofuels and bioenergy have emerged as an alternative option based on their sustainability, concomitant waste treatment, and site-specific flexibility. This book encompasses all the knowhow of different biofuel production processes through biological methods. It describes recent advancements in all major biofuel technologies such as biohydrogen, biomethane, bioethanol, syngas and so forth. Related protocols supported by schematic representation are included, encompassing comprehensive up-to-date scientific and technological information in biofuels and bioenergy. Features: Includes practical approaches focused on process design and analysis in biofuel production via biological routes Discusses kinetic equations of different microbial systems Provides comprehensive coverage of biochemical kinetics and equations related to biofuel process Describes protocols for setting up of experiments for pertinent biofuel technologies Emphasis on practical engineering approaches and experiments This book is aimed at researchers and graduate students in chemical, biochemical and bioprocess engineering, and biofuels.
This book is an introductory text on fundamental aspects of combustion including thermodynamics, heat and mass transfer and chemical kinetics which are used to systematically derive the basic concepts of combustion. Apart from the fundamental aspects, many of the emerging topics in the field like microscale combustion, combustion dynamics, oxy-fuel combustion and combustion diagnostics are also covered in the book. This would help the beginners in the subject to get initiated to the state of the art topics. Key Features: Coverage of the essential aspects of combustion engineering suitable for both beginners and practicing professionals Topics like entropy generation, microscale combustion, combustion diagnostics, second law-based analysis exclusive to the title Balanced treatment of thermodynamics, transport phenomena and chemical kinetics Discussion on state of the art techniques in combustion diagnostics Illustrates combustion of gaseous, liquid and solid fuels along with emission of pollutants and greenhouse gases
March 1, 2004, clear. I finished my last job of the day, lolled in my office chair with my secretary, Xiao Liu, and poured me a cup of coffee before leaving. The banging on the door pulled my thoughts back from nine days away. It's time to get off work. "Come in." I took a long drag on my cigarette, then dropped it into the ashtray and tried to sit upright in my office chair. The door creaked open. A beautiful woman came in.
This book provides an evidence-based actionable framework and measure of servant leadership to help management practitioners build effective and ethical workplaces. It explains the reasons why the best workplaces such as Starbucks, Southwest Airlines, Ritz-Carlton and ServiceMaster apply servant leadership. Servant leadership is an intellectually compelling and emotionally satisfying theory of leadership with relevance and application to the workplace settings. Based on multiple rigorous studies in the Western and Eastern contexts, the book outlines the six dimensions of servant leadership and the impacts they have on key outcomes such as citizenship behaviors, job satisfaction, team creativity and innovation, and organizational performance. The book outlines a measurement instrument that can be used for leadership assessment, selection and training purposes and to develop strategies to leverage the six behavioral dimensions of servant leadership at the personal, team and organizational level.
With the explosive growth of mobile computing and Internet of Things (IoT) applications, as exemplified by AR/VR, smart city, and video/audio surveillance, billions of mobile and IoT devices are being connected to the Internet, generating zillions of bytes of data at the network edge. Driven by this trend, there is an urgent need to push the frontiers of artificial intelligence (AI) to the network edge to fully unleash the potential of IoT big data. Indeed, the marriage of edge computing and AI has resulted in innovative solutions, namely edge intelligence or edge AI. Nevertheless, research and practice on this emerging inter-disciplinary field is still in its infancy stage. To facilitate the dissemination of the recent advances in edge intelligence in both academia and industry, this book conducts a comprehensive and detailed survey of the recent research efforts and also showcases the authors' own research progress on edge intelligence. Specifically, the book first reviews the background and present motivation for AI running at the network edge. Next, it provides an overview of the overarching architectures, frameworks, and emerging key technologies for deep learning models toward training/inference at the network edge. To illustrate the research problems for edge intelligence, the book also showcases four of the authors' own research projects on edge intelligence, ranging from rigorous theoretical analysis to studies based on realistic implementation. Finally, it discusses the applications, marketplace, and future research opportunities of edge intelligence. This emerging interdisciplinary field offers many open problems and yet also tremendous opportunities, and this book only touches the tip of iceberg. Hopefully, this book will elicit escalating attention, stimulate fruitful discussions, and open new directions on edge intelligence.
The recent launches of three fully polarimetric synthetic aperture radar (PolSAR) satellites have shown that polarimetric radar imaging can provide abundant data on the Earth’s environment, such as biomass and forest height estimation, snow cover mapping, glacier monitoring, and damage assessment. Written by two of the most recognized leaders in this field, Polarimetric Radar Imaging: From Basics to Applications presents polarimetric radar imaging and processing techniques and shows how to develop remote sensing applications using PolSAR imaging radar. The book provides a substantial and balanced introduction to the basic theory and advanced concepts of polarimetric scattering mechanisms, speckle statistics and speckle filtering, polarimetric information analysis and extraction techniques, and applications typical to radar polarimetric remote sensing. It explains the importance of wave polarization theory and the speckle phenomenon in the information retrieval problem of microwave imaging and inverse scattering. The authors demonstrate how to devise intelligent information extraction algorithms for remote sensing applications. They also describe more advanced polarimetric analysis techniques for polarimetric target decompositions, polarization orientation effects, polarimetric scattering modeling, speckle filtering, terrain and forest classification, manmade target analysis, and PolSAR interferometry. With sample PolSAR data sets and software available for download, this self-contained, hands-on book encourages you to analyze space-borne and airborne PolSAR and polarimetric interferometric SAR (Pol-InSAR) data and then develop applications using this data.
This book introduces multi-objective design methods to solve multi-objective optimization problems (MOPs) of linear/nonlinear dynamic systems under intrinsic random fluctuation and external disturbance. The MOPs of multiple targets for systems are all transformed into equivalent linear matrix inequality (LMI)-constrained MOPs. Corresponding reverse-order LMI-constrained multi-objective evolution algorithms are introduced to solve LMI-constrained MOPs using MATLAB®. All proposed design methods are based on rigorous theoretical results, and their applications are focused on more practical engineering design examples. Features: Discusses multi-objective optimization from an engineer’s perspective. Contains the theoretical design methods of multi-objective optimization schemes. Includes a wide spectrum of recent research topics in control design, especially for stochastic mean field diffusion problems. Covers practical applications in each chapter, like missile guidance design, economic and financial systems, power control tracking, minimization design in communication, and so forth. Explores practical multi-objective optimization design examples in control, signal processing, communication, and cyber-financial systems. This book is aimed at researchers and graduate students in electrical engineering, control design, and optimization.
The transverse field Ising and XY models (the simplest quantum spin models) provide the organising principle for the rich variety of interconnected subjects which are covered in this book. From a generic introduction to in-depth discussions of the subtleties of the transverse field Ising and related models, it includes the essentials of quantum dynamics and quantum information. A wide range of relevant topics has also been provided: quantum phase transitions, various measures of quantum information, the effects of disorder and frustration, quenching dynamics and the Kibble–Zurek scaling relation, the Kitaev model, topological phases of quantum systems, and bosonisation. In addition, it also discusses the experimental studies of transverse field models (including the first experimental realisation of quantum annealing) and the recent realisation of the transverse field Ising model using tunable Josephson junctions. Further, it points to the obstacles still remaining to develop a successful quantum computer.
The purpose of this book is to give a comprehensive introduction to the study of non-linear operator theory in probabilistic metric spaces. This book is introduced as a survey of the latest and new results on the following topics: Basic theory of probabilistic metric spaces; Fixed point theorems for single-valued and multi-valued mappings in probabilistic metric spaces; Ekeland's variational principle and Caristi's fixed point theorem in probabilistic metric spaces; Coincidence point theorems, minimisation and fixed degree theorems in probabilistic metric spaces; Probabilistic contractors, accretive mappings and topological degree in probabilistic normed spaces; Nonlinear semigroups and differential equations in probabilistic metric spaces; KKM theorems, minimax theorems and variational inequalities.
This book mainly focuses on Green concept i.e., Green Chemistry, Green Economy, Green Finance and various environmental issues. This book makes the Green concept crystal clear in different disciplines. It is beneficial for individuals of Science, Commerce as well as Arts streams. Thus, it is a web of various fields coming together, woven in a better way to understand the Environment and the requirement of understanding its different corners. The green concept is not very new concept but still its difficult to understand in regarding to its various fields. This Handbook is written in language which could be easily understood which makes the targeted concept clear in a better way. Various diagrams, tables and examples have been included which makes the book more attractive for the readers.
Cancer is a complex and heterogeneous (systematic) disease that exhibits high levels of robustness against various therapeutic interventions. Due to the complex, heterogeneous, and evolving nature of cancer, it is essential for a system-oriented view to be adopted in order to understand the pathogenic mechanism of cancer which will eventually lead to the drug discovery and treatment of patients. This book not only provides new insights from system modeling and large scale experimental data, but also will allow the reader to perceive the systematic characteristics of cancer under some micro-environments. Based on the systems biology method and genome-wide high throughput data, the book presents the PPI network, gene regulatory network and epigenetic network as an integrated genetic and epigenetic cellular network of lung cancer, bladder cancer, thyroid cancer, colorectal cancer, and liver cancer to investigate their core signaling pathways of the carcinogenesis process to identify their corresponding significant carcinogenic biomarkers as drug targets for systems drug discovery and design. Consequently, the book presents the design of a multiple-molecule drug that can target these biomarkers for the therapeutic treatment of cancer with fewer side effects.
Big Mechanisms in Systems Biology: Big Data Mining, Network Modeling, and Genome-Wide Data Identification explains big mechanisms of systems biology by system identification and big data mining methods using models of biological systems. Systems biology is currently undergoing revolutionary changes in response to the integration of powerful technologies. Faced with a large volume of available literature, complicated mechanisms, small prior knowledge, few classes on the topics, and causal and mechanistic language, this is an ideal resource. This book addresses system immunity, regulation, infection, aging, evolution, and carcinogenesis, which are complicated biological systems with inconsistent findings in existing resources. These inconsistencies may reflect the underlying biology time-varying systems and signal transduction events that are often context-dependent, which raises a significant problem for mechanistic modeling since it is not clear which genes/proteins to include in models or experimental measurements. The book is a valuable resource for bioinformaticians and members of several areas of the biomedical field who are interested in an in-depth understanding on how to process and apply great amounts of biological data to improve research. - Written in a didactic manner in order to explain how to investigate Big Mechanisms by big data mining and system identification - Provides more than 140 diagrams to illustrate Big Mechanism in systems biology - Presents worked examples in each chapter
This book brings together real-world cases illustrating how to analyse volatile financial time series in order to provide a better understanding of their past behavior and robust forecasting of their future behavioural patterns. Using time series data from diverse financial sectors, it shows how the concepts and techniques of statistical analysis, machine learning, and deep learning are applied to build robust predictive models, as well as the ways in which these models can be used for forecasting the future prices of stocks and constructing profitable portfolios of investments. All the concepts and methods used in the book have been implemented using Python and R languages on TensorFlow and Keras frameworks. The volume will be particularly useful for advanced postgraduate and doctoral students of finance, economics, econometrics, statistics, data science, computer science, and information technology.
Wireless sensor networks (WSNs) can be defined as self-configured and infrastructure-less wireless networks. WSNs monitor physical or environmental conditions, such as temperature, sound, vibration, pressure, motion or pollutants and cooperatively pass their data through the networks to the central location or sink where it can be observed and analysed. The characteristics of these devices and the operating principles, including those of MEMS (micro-electromechanics system), which are the current trends in sensor devices fabrication, have been discussed. This book is about sensors and their applications in various fields like automobiles, wireless sensor networks, humidity sensing devices, manufacturing and medical applications. Each chapter contains necessary schematic diagrams coupled with three categories of review questions. This book provides presentations of various types of sensors along with transducers that are used in today’s current industrial scenario. It also describes in detail the comprehensive state of present-day technologies. The students of engineering will find this volume highly useful for their course work along with guidance for final year projects and seminar work. This will also serve as a pointer to choose their future field of innovation and research work.
A comprehensive text addressing the high demand for network, cloud, and content services through cutting-edge research on data pricing and business strategies Smart Data Pricing tackles the timely issue of surging demand for network, cloud, and content services and corresponding innovations in pricing these services to benefit consumers, operators, and content providers. The pricing of data traffic and other services is central to the core challenges of network monetization, growth sustainability, and bridging the digital divide. In this book, experts from both academia and industry discuss all aspects of smart data pricing research and development, including economic analyses, system development, user behavior evaluation, and business strategies. Smart Data Pricing: • Presents the analysis of leading researchers from industry and academia surrounding the pricing of network services and content. • Discusses current trends in mobile and wired data usage and their economic implications for content providers, network operators, end users, government regulators, and other players in the Internet ecosystem. • Includes new concepts and background technical knowledge that will help researchers and managers effectively monetize their networks and improve user quality-of-experience. • Provides cutting-edge research on business strategies and initiatives through a diverse collection of perspectives. • Combines academic and industry expertise from multiple disciplines and business organizations. The ideas and background of the technologies and economic principles discussed within these chapters are of real value to practitioners, researchers, and managers in identifying trends and deploying new pricing and network management technologies, and will help support managers in identifying new business directions and innovating solutions to challenging business problems.
This book discusses the study and analysis of the physical aspects of social systems and models, inspired by the analogy with familiar models of physical systems and possible applications of statistical physics tools. Unlike the traditional analysis of the physics of macroscopic many-body or condensed matter systems, which is now an established and mature subject, the upsurge in the physical analysis and modelling of social systems, which are clearly many-body dynamical systems, is a recent phenomenon. Though the major developments in sociophysics have taken place only recently, the earliest attempts of proposing "Social Physics" as a discipline are more than one and a half centuries old. Various developments in the mainstream physics of condensed matter systems have inspired and induced the recent growth of sociophysical analysis and models. In spite of the tremendous efforts of many scientists in recent years, the subject is still in its infancy and major challenges are yet to be taken up. An introduction to these challenges is the main motivation for this book.
This book is the first of its kind to highlight the positive impact of natural UV radiation on plants through unique adaptations in various metabolic pathways, and provides an evolutionary sketch of the development of molecular mechanisms for protecting plants from solar UV ever since their migration to terrestrial habitats. Experimental evidence is provided for establishing how plants, through their stationary habit in the open field, survive and flourish by developing suitable UV acclimation strategies through the repair of damaged macromolecules and/or upregulation of screening compounds viz. flavonoids. Presenting an analysis of related literature, it also highlights the importance of outdoor experiments over those in closed chamber under artificial UV light for obtaining realistic data. The book presents a comprehensive account of the stratospheric ozone layer, its formation and seasonal thinning, with particular reference to alarming anthropogenic destruction of the ozone layer since the last quarter of the twentieth century, which has resulted in increased UV fluence on Earth. It discusses variations in the hazardous impact of UV on life at different latitudes through the ages, and examines altitudinal variations in UV effects in case studies demonstrating high antioxidant content and aroma status in Darjeeling tea leaves (at high altitudes) compared with those of the same tea clones in Assam leaves (at low altitudes), with both sites being at the same latitude. It provides evidence which suggests that the UV effects relating to the expression of seed vigour-viability could be epigenetic. Further, it presents recently developed microscopic technologies for demonstrating the penetration of UV into plant cells, and discusses how cellular metabolism can be affected either directly or via signal transduction. Effect of damage in DNA (the key target of UV radiation) has been demonstrated and estimated using precise techniques. The latest “FOX Hunting” technique as a useful means of transcriptome analysis that may be used for developing UV tolerant plants through Marker Assisted Breeding has also been discussed. Using biochemical and biotechnological methods, the experiments presented highlight the gene X environment based upregulation of specific metabolic pathways, allowing i) value addition in plant-derived food, and ii) paving the way for the industrial manufacture of Alternative Medicine products. The book is enriched by a critical review of the available literature and appropriate case studies selected from the author’s own findings, which span nearly four decades of active research.
Tan Ta Sen has modestly suggested that, as a book to illustrate the peaceful impact of culture contact, he is concerned to show how such cultural influences not only led to transmissions, conversions and transferences involving Inner Asian Muslims from China and Yunnan Muslims, Chams, Javanese, Malays, Arabs and Indians, but also enabled many Chinese in the Malay world to retain their non-Muslim cultural traits. In placing Cheng Ho's voyages in this context, the author offers a fresh perspective on a momentous set of events in Chinese maritime history. Professor Wang Gungwu, National University of Singapore.Tan Ta Sen's book on Cheng Ho and Islam in Southeast Asia is not the first one on the subject, but it is the first book that puts Cheng Ho's voyages in the larger context of "e;culture contact"e; in China and beyond. He has garnered numerous sources, from published documents to architectural sites and buildings, to support his arguments. He has done much more than previous scholars writing on this subject. - Professor Leo Suryadinata, Chinese Heritage Centre (Singapore).This long-awaited book is welcomed by the academic community ... Tan Ta Sen has used historical facts to strengthen the argument on the existence of the "e;Third Wave"e;, i.e. "e;the Chinese Wave"e;, in the spread of Islam in the Southeast Asian region. Until now, we only know two major waves, i.e. the India-Gujarat Wave and the Middle East Wave through the development of trade relations. - Professor A. Dahana, University of Indonesia (Jakarta).
This undergraduate textbook on the key subject of geology closely follows the core curriculum adopted by most universities throughout the world and is a must for every geology student. It covers all aspects of petrology, including not only the principles of petrology but also applications to the origin, composition, and field relationships of rocks. Although petrology is commonly taught in the junior year, this book is a useful resource for graduate students as well.
This book offers an in-depth study of the historical background of China's economic reform, and analyzes the reform process with reference to the experiences of different countries. It studies the resultant changes in belief and ideology, as well as the persistence of innovation
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