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This book has 11 chapters which systematically introduce the latest achievements in scientific research and technological application of the forage industry in China, and also cover the laws and polices related to forage production.
The topics covered in the book are data science and analytics, natural language processing, predictive analytics, artificial intelligence, machine learning, deep learning, big data computing, cognitive computing, data visualization, image processing, and optimization techniques.
This book presents a comprehensive survey of fault current limiters (FCLs) and their applications in power system to cope with the fault current.
The book is a collection of peer-reviewed best selected research papers presented at the International Conference on Data Intelligence and Cognitive Informatics (ICDICI 2021), organized by SCAD College of Engineering and Technology, Tirunelveli, India, during July 16-17, 2021.
This book emphasizes and presents the latest information on eco-physiology and biochemistry of cyanobacteria with special emphasis on their biodiversity, molecular mechanisms of some important biological processes and survival mechanisms under myriad of environmental conditions as well as bioremediation.
This edited book brings together in one place new studies of rural-urban interactions and their implications for regional growth and development in different regions within Asia.
Current scenario of breast cancer in India.- Applied anatomy for breast cancer.- Applied physiology for breast cancer.- Aetiopathogenesis and prevention of breast cancer.- Classification of breast cancer.- Approach to a new suspected patient of of breast cancer, including diagnostic evaluation and staging work up.- Cytology for breast cancer.- Pathological evaluation of breast cancer.- Radiological imaging for breast cancer.- PET-CT and total body bone scan for breast cancer.- Tumour markers, prognostic factors and their interpretation in breast cancer.- Management of early breast cancer - surgical aspect.- Breast cancer surgery under local anaesthesia.- Management of locally advanced breast cancer - surgical aspect.- Management of late breast cancer (metastatic and recurrent - surgery).- Management of hereditary breast cancer.- Role of radiotherapy in breast cancer.- Role of chemotherapy in breast cancer.- Hormonal and target therapy for breast cancer.- Oncoplastic and reconstruction for breast cancer.- Management of metastatic breast cancer and palliative care.- Management of breast cancer with associated problems.- Management of lymphoedema in breast cancer.- Management of chemotherapy infusion extravasation in breast cancer.- Psychological and psychiatric support to breast cancer patients.- Follow up and rehabilitation in breast cancer.- Screening, self-examination and awareness in breast cancer.- Organization of breast cancer management group.
Nowadays, medical data is available in many different forms like MRI images, CT scan images, EHR data, test reports, histopathological data and doctor patient conversation data.
This book is a collection of research papers selected for presentation at the International Conference on Smart Computational Methods in Continuum Mechanics 2021, organized by Moscow Institute of Physics and Technology and the Institute for Computer Aided Design of Russian Academy of Sciences.
This book discusses the teaching and learning about technological systems in technology education and adjacent curriculum areas. By delving into the philosophy, sociology and history of technology, technology education and the learning and teaching of technological systems, it summarizes prior research and analyzes new research.
This book focuses on various aspects of computer vision applications in the field of healthcare. It also highlights many challenges faced by research community, like view point variations, scale variations, illumination variations, multi-modalities, and noise.
In the second part, the concept of strategic leadership is expanded upon, first conceptually and then across five dimensions: managerial strategic leadership, transformational strategic leadership, political strategic leadership, communicative strategic leadership, and ethical strategic leadership.
This book states that the proceedings gathers selected papers from 2021 4th International Conference on Civil Engineering and Architecture (ICCEA 2021), which was taken place in Seoul, South Korea, during July 10-12, 2021.
The book provides an overview of socially responsible consumption and marketing, as well as a collection of teaching cases that discuss and emphasize how 21st-century organizations, both for-profit and non-profit, are addressing socially responsible consumers and meeting their changing needs while remaining profitable.
Representation learning in heterogeneous graphs (HG) is intended to provide a meaningful vector representation for each node so as to facilitate downstream applications such as link prediction, personalized recommendation, node classification, etc. This task, however, is challenging not only because of the need to incorporate heterogeneous structural (graph) information consisting of multiple types of node and edge, but also the need to consider heterogeneous attributes or types of content (e.g. text or image) associated with each node. Although considerable advances have been made in homogeneous (and heterogeneous) graph embedding, attributed graph embedding and graph neural networks, few are capable of simultaneously and effectively taking into account heterogeneous structural (graph) information as well as the heterogeneous content information of each node.In this book, we provide a comprehensive survey of current developments in HG representation learning. More importantly, we present the state-of-the-art in this field, including theoretical models and real applications that have been showcased at the top conferences and journals, such as TKDE, KDD, WWW, IJCAI and AAAI. The book has two major objectives: (1) to provide researchers with an understanding of the fundamental issues and a good point of departure for working in this rapidly expanding field, and (2) to present the latest research on applying heterogeneous graphs to model real systems and learning structural features of interaction systems. To the best of our knowledge, it is the first book to summarize the latest developments and present cutting-edge research on heterogeneous graph representation learning. To gain the most from it, readers should have a basic grasp of computer science, data mining and machine learning.
The basic principles, scope of application, construction technology and technical points of the key technologies such as the origin and arrival of the shield, crossing the shallow soil in the middle of the river, crossing the guard, and changing the knife and opening the knife are clarified.
This book summarizes the basics of actinobacteria, from microbiology to synthetic biology. It focuses on diversity, NRPS, sesquiterpenes, lantipeptide, bioinformatics apparatuses, cloning, CRISPR, reverse engineering, FDA supported medications, and marine actinobacteria. It also covers the latest trends in drug discovery from actinobacteria, and introduces several recently developed bioinformatics and synthetic biology tools to explore new antibiotics from actinobacteria. Many natural products such as polyketides, isoprenoids, phenazines, peptides, indolocarbarbazoles, sterols, and others have been isolated and characterized from actinobacteria. Some products are synthesized by the non-ribosomal peptide synthetases (NRPSs), polyketide synthases (PKSs), or other functional genes. Although genome sequencing has uncovered the differing qualities of these chemicals, recognizing new items and their biosynthetic pathways is still under examination.Cryptic metabolic pathways have been explored using molecular techniques or culture-dependent approaches. In recent years, researchersΓÇÖ primary interest is to identify the specific conditions or agents that wake the cryptic antibiotics. Several bioinformatics and synthetic biology tools were developed to explore new antibiotics from actinobacteria.The book comprises 14 chapters with different aspects of application and utilization of actinomycetes from the microbiology; systems biology, pharmacology of natural products, bioinformatics, actinomycete and its diversity, CRISPR, artificial Intelligence, synthetic biology, metabolic engineering, expressional studies, and biosynthetic gene clusters. The book delivers useful information on actinomyces to researchers, novices in genome designing, specialists, clinicians, policymakers, and professionals.
This book is about the role played by microbes in their community mode in sustaining ecosystems. The descriptions given in its chapters indicate clearly that microbial communities are more effective in delivering multifaceted benefits to the soil-plant system than those offered by microbial monocultures in planktonic modes.
This book helps to elucidate the position of self-interest in economic theory.Given its focus, it is a must-read companion, not only on the history of economic thought but also on economic theory.
This book examines the transition, transformation and future of the informal sector, informal work and informal workers in India from the perspectives of development economics as well as those of international organisations.Though the informal sector has a long tradition in India, it has been transformed in the wake of neoliberal economic policy. The sector took on new prominence in the 1980s, and has since grown much stronger and established itself as the countryΓÇÖs dominant sector. Several reports on the informal sector appeared during this period, and the status of the sector in India is positioned in the context of this international scenario.The major debate concerns the definition of this sector. While international labour statisticians had suggested a mechanism of definition and measurement of the sector, Indian official statistics took a different approach. The book analytically elaborates the different definitions and measurement controversies in different countries and contextualises the official Indian position. While deliberating on the size, contribution, productivity, and potential of the informal sector, the heterogeneity and decomposition of the sector with respect to these aspects are also suggested. The book develops a political economic interpretation of the historical transition of the informal sector in India, employing heterodox economics as a theoretical basis, with a critical note on standard neoclassical economic analysis. The final part of the book focuses on understanding the development of capitalism in the country under neoliberalism, as that development is crucial to understanding the informal sector in any country, and particularly in India. In the current context, the volume will be of great relevance to researchers, non-government organizations, policy makers and international organisations working on the topic.
This book explores the concept of multi-species relationships and suggests critical systemic pathways to protect shared habitats. This book discusses how the eradication of species as a result of rapid urbanisation places humanity at risk. This book demonstrates how narrow anthropocentrism has focused on the rights of human beings at the expense of other species and the environment. This book explores a priori norms and a posteriori measures and indicators to include and protect multiple species. This book aims to strengthen institutional capacity and powers to address and extend the UN 2030 Sustainable Development Agenda by drawing on local wisdom but also the need to implement laws to prevent ecocide. This book highlights that our fragile interdependence requires a recognition of our hybridity and interconnectedness within the web of life and suggests ways to reframe policy within and beyond the nation state to support living systems ofwhich we are a strand.
This book contains chapters from academia as well as practitioners on big data technologies, artificial intelligence, machine learning, deep learning, data representation and visualization, business analytics, healthcare analytics, bioinformatics, etc.
This book discusses the role of genetic polymorphism in susceptibility to cancers.
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