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This book is as an extension of the previous two volumes on ¿Computer Vision and Machine Learning in Agriculture¿. This volume 3 discusses solutions to the problems of agricultural production by rendering advanced machine learning including deep learning tools and techniques. The book contains 13 chapters that focus on in-depth research outputs in precision agriculture, crop farming, horticulture, floriculture, vertical farming, animal husbandry, disease detection, plant recognition, production yield, product quality, defect assessment, and overall automation through robots and drones. The topics covered in the current volume, along with the previous volumes, are comprehensive literature for both beginners and experienced in this domain.
Image denoising, image deblurring, image inpainting, super-resolution, and compressed sensing reconstruction have important application value in engineering practice, and they are also the hot frontiers in the field of image processing. This book focuses on the numerical analysis of ill condition of imaging inverse problems and the methods of solving imaging inverse problems based on operator splitting. Both algorithmic theory and numerical experiments have been addressed. The book is divided into six chapters, including preparatory knowledge, ill-condition numerical analysis and regularization method of imaging inverse problems, adaptive regularization parameter estimation, and parallel solution methods of imaging inverse problem based on operator splitting. Although the research methods in this book take image denoising, deblurring, inpainting, and compressed sensing reconstruction as examples, they can also be extended to image processing problems such as image segmentation, hyperspectral decomposition, and image compression. This book can benefit teachers and graduate students in colleges and universities, or be used as a reference for self-study or further study of image processing technology engineers.This book is a translation of an original German edition. The translation was done with the help of artificial intelligence (machine translation by the service DeepL.com). A subsequent human revision was done primarily in terms of content, so that the book will read stylistically differently from a conventional translation.
This book presents recent advancements, challenges, and clinical implications of molecular biomarkers in various cancers. This book highlights the clinical applications of biomarkers are extensive for cancer risk assessment, screening and early detection of cancer, accurate diagnosis, patient prognosis, prediction of response to therapy, and cancer surveillance and monitoring response. It also explores the progress of predictive biomarkers as an adjunctive tool to tumor immunotherapy in effectively identifying the efficacy of immune checkpoint inhibitors and discusses their future directions in achieving precision immuno-oncology. Further, the book examines the combination of next-generation sequencing and advanced computational data analysis approaches in the understanding of the genomic underpinnings of cancer development and progression. Towards the end, the chapter discusses the role of some commonly investigated phytochemicals and their epigenetic targets that are of particularinterest in cancer prevention and cancer therapy. It is a must for researchers as well as advanced students and physicians in the field of cancer and clinical oncologists.
This book presents the selected papers presented at the 5th International Symposium on Water Pollution and Treatment (ISWPT 2022), held during October 28¿29, 2022, in Bangkok, Thailand. It consists of themes pertaining to water management, policy and governance, and water governance and provides readers with comprehensive information on the principles of sustainable water resources management, as well as recent advances, directions for future research, and policy development for sustainable water resources management. This book is of interest to scientists, engineers, government officials, and water resource managers.
This book focuses on Chinäs foreign strategy and policy toward Central and Eastern Europe via the ¿China-CEEC¿ Cooperation Mechanism. It discusses the formation and evolution of the mechanism, concentrating on Chinäs leading role in this process, and covering a range of issues related to the mechanism¿s organizational development. This discussion includes the broad context of Chinäs foreign policy, a coherent framework analysis of institution and cooperation issues, the internal aspects of the heterogeneity, external aspects of its asymmetry interactions, and finally, its emphases on cooperation in the two primary dimensions of great powers engagement and localization.After the end of the Cold War and the sudden and shocking collapse of the Soviet Union, the geopolitics of Central and Eastern Europe begins to undergo dramatic changes. Since then, an increase in public discussion in China about the transformation from the planned economy to market economy became very visible. Moreover, this part of the world perceives as the gate to Europe through almost forget Silk Road. Both factors have played a crucial role in shaping Chinäs interest in the region of Central and Eastern Europe. Following the points mentioned above, Chinäs interests in Central and Eastern Europe are due to several factors, including its frontier stability, national security, economic expansion, and search for new sources of energy and new markets for made in China products. Recognition of the importance of the region culminates in the recent Chinese grand strategy of ¿Belt and Road,¿ which highlights Central and Eastern Europe as the essential link in Chinäs plan New Silk Road strategy. In this regard, the ¿China-CEEC¿ Cooperation Mechanism has a crucial role in Chinäs ¿Go West¿ strategy.
This book features high-quality research papers presented at the 4th International Conference on Computational Intelligence in Pattern Recognition (CIPR 2022), held at Indian Institute of Engineering Science and Technology, Shibpur, Howrah, West Bengal, India, during 23 - 24 April 2022. It includes practical development experiences in various areas of data analysis and pattern recognition, focusing on soft computing technologies, clustering and classification algorithms, rough set and fuzzy set theory, evolutionary computations, neural science and neural network systems, image processing, combinatorial pattern matching, social network analysis, audio and video data analysis, data mining in dynamic environments, bioinformatics, hybrid computing, big data analytics and deep learning. It also provides innovative solutions to the challenges in these areas and discusses recent developments.
Cross-technology communication (CTC) is a technology that enables direct communication between heterogeneous devices that use different wireless standards. It works like a ¿translator¿ between two or more wireless technologies. CTC not only creates a new avenue for inter-operation and data exchange between wireless devices but also enhances the ability to manage wireless networks.This book focuses on the enabling technology CTC and introduces readers to a variety of CTC techniques in heterogeneous wireless networks. These techniques can be divided into two categories: packet-level CTCs based on energy modulation and channel intervention; and physical-level CTCs based on cross-demapping, digital emulation, and split encoding. The book offers a comprehensive comparison and analysis, granting readers a deeper understanding of CTC techniques in terms of throughput, reliability, hardware modification, and concurrency. Moreover, it highlights upper-layer CTC application scenariosand cutting-edge developments, which include but are not limited to interference management, channel quality estimation, network routing, etc.The book is intended for all readers ¿ e.g., researchers, students, and even professionals ¿ who are interested in the areas of wireless networking, wireless communication, mobile computing, and Internet of Things. The findings and summaries presented here can help: 1) guide researchers to rethink CTC techniques in connection with design methodology; 2) further advance the infrastructure of future IoT by introducing CTC; and 3) enable important IoT applications by delivering ubiquitous network connectivity.
This book provides an overview of the archaeological sites and cultural assemblages in the world and presents an archaeological database that has been established through two large-scale research projects conducted between 2010 and 2022. The projects were Replacement of the Neanderthals by Modern Humans (2010¿2015) and The Cultural History of PaleoAsia (2016¿2022), both of which were carried out with the aid of the Japanese Government. They deal with multi-disciplinary studies of the demise of more archaic hominins and the survival of anatomically modern humans. Although the database is designated PaleoAsiaDB, which may imply a focus on Asia, it incorporates the dataset collected from Africa and Europe by the Replacement of the Neanderthals by Modern Humans project. PaleoAsiaDB provides a list of more than 3,300 sites and 7,600 cultural assemblages of the Middle and Upper Paleolithic (Middle and Late Stone Age) of the Eastern Hemisphere as of 2020. This database is the first attempt ofits kind to document the related sites of 200-20ka. The full version of the database is available at the University Museum on the University of Tokyo homepage.
This book presents peer-reviewed articles from the 2nd International Conference on Dam Safety Management and Engineering (ICDSME 2023), organized by the Malaysian National Committee on Large Dams (MYCOLD), Tenaga Nasional Berhad (TNB), Department of Irrigation and Drainage (DID) and Universiti Tenaga Nasional (UNITEN). With the theme ¿resilient dams for resilient communities,¿ the conference highlights dam safety and engineering issues by together dam professionals and experts around the world to discuss, reflect and share their experiences in addressing these issues.
This book features high-quality research papers presented at Fourth Doctoral Symposium on Computational Intelligence (DoSCI 2023), organized by Institute of Engineering and Technology (IET), AKTU, Lucknow, India, on March 3, 2023. This book discusses the topics such as computational intelligence, artificial intelligence, deep learning, evolutionary algorithms, swarm intelligence, fuzzy sets and vague sets, rough set theoretic approaches, quantum-inspired computational intelligence, hybrid computational intelligence, machine learning, computer vision, soft computing, distributed computing, parallel and grid computing, cloud computing, high-performance computing, biomedical computing, and decision support and decision making
This is the first book to focus on international efforts to address Syrian chemical weapons issues in an international law context. It provides an overview of the process of control over Syrian compliance/non-compliance with international obligations, including the keys to success in eliminating Syriäs stockpiles and reasons for difficulties in handling multiple uses of toxic chemicals as weapons in domestic armed conflicts. It also addresses collective and unilateral sanctions against Syria outside of international institutional frameworks, and their implications for subsequent cases. Supported by extensive analyses of developments within the OPCW Executive Council and the UN Security Council, this book is recommended for readers seeking insight about chemical weapons issues and dynamism of international law.
Spectral properties for Schrödinger operators are a major concern in quantum mechanics both in physics and in mathematics. For the few-particle systems, we now have sufficient knowledge for two-body systems, although much less is known about N-body systems. The asymptotic completeness of time-dependent wave operators was proved in the 1980s and was a landmark in the study of the N-body problem. However, many problems are left open for the stationary N-particle equation. Due to the recent rapid development of computer power, it is now possible to compute the three-body scattering problem numerically, in which the stationary formulation of scattering is used. This means that the stationary theory for N-body Schrödinger operators remains an important problem of quantum mechanics. It is stressed here that for the three-body problem, we have a satisfactory stationary theory. This book is devoted to the mathematical aspects of the N-body problem from both the time-dependent and stationary viewpoints. The main themes are:(1) The Mourre theory for the resolvent of self-adjoint operators(2) Two-body Schrödinger operators¿Time-dependent approach and stationary approach(3) Time-dependent approach to N-body Schrödinger operators(4) Eigenfunction expansion theory for three-body Schrödinger operatorsCompared with existing books for the many-body problem, the salient feature of this book consists in the stationary scattering theory (4). The eigenfunction expansion theorem is the physical basis of Schrödinger operators. Recently, it proved to be the basis of inverse problems of quantum scattering. This book provides necessary background information to understand the physical and mathematical basis of Schrödinger operators and standard knowledge for future development.
This book covers the proceedings of the 4th International Conference on Energy Systems, Drives, and Automations (ESDA2021). It comprises interesting topics in renewable energy, power management, drives of electrical machines, and automation. It also discusses different tools and techniques to match the conference theme. This book also comprehensively discusses related tools and techniques and is a valuable resource for researchers and professionals in electrical and mechanical engineering disciplines.
This book portrays India as a representative of post-colonial democratic republic states with a parliamentary form of federal-structured government and analyzes the critical challenges faced by such states in generating broadly shared economic well-being and quality of life. The reader is shown how creating and utilizing physical, human, financial, and social assets under the aegis of public policies help achieving the Sustainable Development Goals (SDGs) to provide a global framework to move toward a more equitable, peaceful, resilient, and prosperous society by 2030. It not only addresses how the state¿s capacity has long been linked to the available economic resources, but also unfolds how the political system thus evolves to crucially determine the capacity of the state to implement its programs. The chapters of this book are particularly focused on judging the state¿s capacity amid the neo-liberal ascendancy that has been triggered by the opening up of both the domestic and external economy, significantly initiated since 1991 and popularly known as the economic reforms in India.Examined here is the potency of the public policies of the country in fulfilling the sustainable development agendas, the specificity of which places the state at the heart of its execution, unlike many other versions of development that would be executed in parallel with or without states¿ action. This work book has three principal foci facets within the broad swath of discussions covered by different chapters: (1) It critically examines how successful remains the public policies in mobilizing the population is mobilized to the next orbit of income, employment, education, and health consequent to amid the existing considerable magnitude of social and economic inequalities while achieving ¿equity¿ has always been the declared agenda in the post-reform public policy frameworks; (2) It traces the rationality of the transformation of the public policies and welfare strategies duringthe post-reform period in terms of motives, goals, and coverage to achieve the SDGs; and, (3) It reviews specific post-reform policies in terms of their potency to stimulate the system in addressing sustainable development. and upholding the state¿s dominant and structuring intervention to resolve the existing inequalities and ensure that society develops amidst a harmonious world reconciled with nature.
This edited book offers coverage towards SDG 15 in particular, but it provides for all the SDGs in general. The book is an inclusive comprehension on ecosystem restoration and sustainability including agricultural and ecosystem resilience, the role of biodiversity, climate change and water resources, hydrological modelling, extreme events, disaster risk and management, sustainable policy making on disaster management. The world is facing diverse and severe challenges. Millions of people are suffering from the catastrophic effects of extreme disasters, climate emergencies, water and food insecurity, and the repercussions of COVID-19 pandemic. Ecosystems are essential players in people¿s capacity to meet these challenges. Hence, managing them and protecting their resources in sustainable ways is crucial. The book ¿Ecosystem Restoration: Towards Sustainable and Resilient Development¿ provides comprehensive information on fundamentals, approaches and latest developments in the field of ecosystem restoration, resilience and sustainability. This book is of interest to teachers, researchers, climate change scientists, and valuable source of reference to the professionals and students in the relevant disciplines. Besides, the book serves as additional reading for graduate students of water, ecology, restoration forestry, soil science, and environmental sciences. National and international ecological policy makers, scientists and planners will also find this to be a useful read.
Sustainable water resources planning deals with the interface of water resources science and the needs of human populations. It highlights works that addresses practical methods and basic research in, for example: quantity and quality management of groundwater and surface water resources; sustainability of water resources and water availability; water use and reuse including managed aquifer recharge and storage; geopolitical and socio-economic aspects of water resource management; water development and human activity impacts on ecological systems and human health, including, for instance, agricultural and climatic impacts, subsurface waste storage and injection, geothermal energy development and subsurface energy storage. This book provides up-to-date systematic and scientific analyses of such water problems and suggests sustainable measures to overcome them through effective surface and sub-surface water resource management. It is immensely valuable to students, researchers, water resource managers, hydrologists and all those who are engaged or interested in any aspect of river water conservation and management of water resources.
This book systematically covers MRI imaging findings of a spectrum of gynaecological diseases, including ovarian cysts, uterine fibroids, cervical cancer, and endometrial cancer, etc. All chapters are arranged in the same format: simply clinical history is firstly presented in order to help readers mimic the real clinical scenario, and then untypical features in many common diseases and typical features in many uncommon diseases are interpreted. In the end of each chapter, tips in differential diagnosis were summarized by analysing a class of cases with similar imaging performance. All cases in the book have the detailed pathological results, and the pathological specimens are also shown in some cases. It will be an ideal reference for physicians involved in the diagnosis and treatment of gynaecological diseases.
This book examines the reduction of natural resource revenue dependency in resource-rich countries. Such countries experience lower economic growth due to factors of high volatility in commodity prices, reduction in accountability, undermining of the competitiveness of other economic sectors, and weak power of institutions. The analysis is based on an identified gap in the literature regarding how private sector development and public sector development affect the degree of dependency on resource revenue in natural resource-rich countries.This book studies the interaction between private and public sector development with dependency on natural resources, specifically exploring whether the two diversified factors lead to a decrease in the degree of dependency, which is important for economic growth and to overcome the "resource curse". Economic diversification is viewed as a long-term solution to the high economic dependency from natural resources. Private sector development and public sector reforms may lead to this diversification.The analysis of the book helps to shed light on private sector development, public services sector privatization, and a taxation system to diversify sources of income, with the objective to reduce dependency on natural resources extraction.This book is an invaluable read for public policymakers, the public and private sectors, law makers, and scholars of developmental studies.
This textbook for graduate and postgraduate students provides comprehensive applications of nanoparticles in medicine, agriculture, and environmental sciences. The initial chapter covers basic topics related to types, synthesis, structure, and properties of various nanoparticles. It further discusses the wide range of applications of nanoparticles in medicine, agriculture, and the environment. The book presents nano-electronic biosensors that are used to diagnose and monitor the progression of human diseases. It summarizes the opportunities and challenges of nanotechnology in the agriculture and food sector highlighting the scientific, technical, regulatory, safety, and societal impacts.Additionally, it illustrates the applications of nanotechnology in the field of aquaculture medicine, bioinformatics and food technology. The textbook examines the development and administration of nano-medicines , their applications, advantages, and limitations for the treatmentand prophylaxis of a broad range of diseases. Lastly, the textbook explores the recent advances in the field of nanobusiness and nanotechnology issues in intellectual property management( IPR).
This book presents the proceedings of CRIOCM 2022 (27th International Conference on Advancement of Construction Management and Real Estate), sharing the latest developments in real estate and construction management around the globe. The conference was organized by the Chinese Research Institute of Construction Management (CRIOCM) working in close collaboration with The Chinese University of Hong Kong. Written by international academics and professionals, the book discusses the latest achievements, research findings, and advances in frontier disciplines in the field of construction management and real estate. Covering a wide range of topics, including spatial planning and land use innovation, integration and application of BIM and GIS, low-carbon built environment, post-pandemic resilient cities development, housing and social governance, real estate market and urban policy, real estate finance and economics, intelligent construction and smart city, built environment for healthy living, and construction management in the post-COVID-19 era, the discussions provide valuable insights into the implementation of advanced construction project management and real estate market in China and abroad. The book offers an outstanding resource for academics and professionals
This book is a comprehensive and practical introduction of clinical epidemiology for students and practitioners. It covers both the basic principles and concepts of clinical epidemiology as well as its applications in various medical disciplines.It covers how to design, conduct, and interpret clinical studies using methods such as bias analysis, confounding control, causality assessment, diagnosis evaluation, prognosis prediction treatment comparison, and meta-analysis in this book. It also introduces how to apply these skills to real-world scenarios through case studies and examples that provide a fresh perspective on familiar topics. This book is a useful textbook for graduate and undergraduate students in medical schools, including MBBS (Bachelor of Medicine and Bachelor of Surgery) student.
This book focuses on English as a Medium of Instruction practices in higher education in Vietnam, addressing institutional, practitioner and student perspectives. It presents theoretical standpoints and empirical experiences of how institutional policies are enacted in the offering of English as a Medium of Instruction programs in universities in Vietnam, and how the disciplinary content is taught and learned through English. The book showcases the enactment of curricular and pedagogical practices in the classroom, drawing on a range of different disciplines central to university education. It also explores the roles of mother tongues in the construction of disciplinary knowledge in English as a Medium of Instruction programs and courses. This book provides guidance and practical information for university English as a Medium of Instruction policy makers, lecturers and student support teams in English for academic purposes across disciplines, as well as to the theoretical framing of the English as a Medium of Instruction field itself.
This book covers two broad domains: state-of-the-art research in GaN HEMT and Ga2O3 HEMT. Each technology covers materials system, band engineering, modeling and simulations, fabrication techniques, and emerging applications. The book presents basic operation principles of HEMT, types of HEMT structures, and semiconductor device physics to understand the device behavior. The book presents numerical modeling of the device and TCAD simulations for high-frequency and high-power applications. The chapters include device characteristics of HEMT including 2DEG density, Id-Vgs, Id-Vds, transconductance, linearity, and C-V. The book emphasizes the state-of-the-art fabrication techniques of HEMT and circuit design for various applications in low noise amplifier, oscillator, power electronics, and biosensor applications. The book focuses on HEMT applications to meet the ever-increasing demands of the industry, innovation in terms of materials, design, modeling, simulation, processes, and circuits. The book will be primarily helpful to undergraduate/postgraduate, researchers, and practitioners in their research.
This book contributes to the development of literature on cooperative law while paying tribute to Hagen Henry's significant impact on this field at a global scale. Hagen Henry is one of the most influential scholars in the field of cooperative law. His primary contribution has been in the area of public international cooperative law. His other areas of scientific interest include development law and comparative law. This honorary volume is focused on two main axes -- the essence of cooperatives as well as their activities and their governance. The contributions throw light on how these two axes are addressed by cooperative legislation across countries, regions and continents. In the varied perspectives that the contributions put together, both a theoretical and practical approach, the authors address central, current and crucial issues for the development of cooperative law. The book is a great resource for researcher scholars, as well as policy makers and industry players interested in the topic.
This book covers sustainable development in smart society's 5.0 using data analytics. The data analytics is the approach of integrating diversified heterogeneous data for predictive analysis to accredit innovation, decision making, business analysis, and strategic decision making. The data science brings together the research in the field of data analytics, online information analytics, and big data analytics to synthesize issues, challenges, and opportunities across smart society 5.0. Accordingly, the book offers an interesting and insightful read for researchers in the areas of decision analytics, cognitive analytics, big data analytics, visual analytics, text analytics, spatial analytics, risk analytics, graph analytics, predictive analytics, and analytics-enabled applications.
This handbook discusses different countries¿ bureaucratic, institutional, constitutional, reforms and governance system. It analyses the legislative and policy ¿making processes and applications, local structures and functions of public administration in a ¿given country. It presents ¿the comparative aspects of public administration across the globe with recent developments in ¿the field.
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