In the context of the continual increase in the global incidence of diabetes, this book focuses on particular aspects of the disease such as the socio-economic burden and the effects on individuals and their families. It addresses a wide range of topics regarding its physiological relevance, metabolic angles, biochemistry, and discusses current and upcoming treatment approaches. It is unique in offering a chapter dedicated to herbal remedies for diabetes. Appealing to a broad readership, it is a valuable resource for students, researchers and practitioners working in the area of glucose metabolism, diabetes and human health.
Algorithmic Trading and Quantitative Strategies provides an in-depth overview of this growing field with a unique mix of quantitative rigor and practitioner’s hands-on experience. The focus on empirical modeling and practical know-how makes this book a valuable resource for students and professionals. The book starts with the often overlooked context of why and how we trade via a detailed introduction to market structure and quantitative microstructure models. The authors then present the necessary quantitative toolbox including more advanced machine learning models needed to successfully operate in the field. They next discuss the subject of quantitative trading, alpha generation, active portfolio management and more recent topics like news and sentiment analytics. The last main topic of execution algorithms is covered in detail with emphasis on the state of the field and critical topics including the elusive concept of market impact. The book concludes with a discussion on the technology infrastructure necessary to implement algorithmic strategies in large-scale production settings. A git-hub repository includes data-sets and explanatory/exercise Jupyter notebooks. The exercises involve adding the correct code to solve the particular analysis/problem.
Serving as a guide establishing the current state of knowledge in various areas, ranging from Formal languages to Fluid Mechanics, with articles which provide relevant applications of well-known topics such as Computational Fluid Mechanics.
About the Author Deepak Raja (b. 1948-) is amongst the most respected writers on Hindustani music today. He works as repertoire analyst for India Archive Music Ltd. (IAM), New York, the most influential producer of Hindustani music outside India. He has been associated with the academic and publishing activities of the Śruti magazine (Chennai), ITC-Sangeet Research Academy (Calcutta), Sangeet Natak Akademi (Delhi), and the Indian Musicological Society (Baroda/Mumbai). About tha Book Stating that Hindustani music should be rightly termed “Art music” and not “classical music”, the book begins by discussing the features of Art music and presents an approach to appreciating Hindustani music. It provides a detailed understanding of the components of the raga experience in Hindustani music, including their time theory and the role of Gharanas of the musical tradition. It deals with genres of raga-based vocal music which have been performed over the last five centuries: dhrupad, which has its moorings in devotional music; khyal vocalism shaped by Sufi influences; the thumri, which originated as an accompaniment to the Kathak dance; and the tappa, adapted from the songs of camel drivers in the north-west frontier. It takes up the use of instruments in Hindustani music, especially the rudra-vina, sitar, surbahar, sarod, santur, the shehnai, pakhawaj, the Hawaiian Guitar and many others, giving an account of their origin, performing styles and lineages relating to them. Throughout, the emphasis is on contemporary trends in Hindustani music and its prospects in the future. It mentions the significant practitioners of Hindustani music, both vocal and instrumental. The volume will interest lovers of Indian music and also scholars who want to have a greater understanding of its traditions, its contemporary appeal and trends in practice.
Every two years, the International Association for the Study of Pain publishes a compendium of benchmark papers that summarize the current status of pain research, treatment, and management throughout the world. Presented at the 15th World Congress on Pain in Buenos Aires in October 2014, these papers represent the thinking of the world's top pain scientists and clinicians. IASP distributes this book to participants in the Refresher Courses, and it is now available to pain researchers and clinicians who were unable to attend the Congress.
In this book, we shall consider the kinematics and dynamics of the flows of fluids exhibiting a yield stress. To highlight the principal characteristics of such fluids, the first chapter emphasizes the role played by the yield stress. Next, a careful description of the continuum mechanics behind the constitutive equations for incompressible and compressible viscoplastic fluids is given in Chapters 2–4. In Chapters 5 and 6 analytical solutions to several steady and unsteady flows of Bingham fluids are presented. The subsequent Chapters 7–10 are concerned with the development of variational principles and their numerical solutions, along with perturbation methods which play a significant role in numerical simulations.
This book provides an account of multivariate reduced-rank regression, a tool of multivariate analysis that enjoys a broad array of applications. In addition to a historical review of the topic, its connection to other widely used statistical methods, such as multivariate analysis of variance (MANOVA), discriminant analysis, principal components, canonical correlation analysis, and errors-in-variables models, is also discussed. This new edition incorporates Big Data methodology and its applications, as well as high-dimensional reduced-rank regression, generalized reduced-rank regression with complex data, and sparse and low-rank regression methods. Each chapter contains developments of basic theoretical results, as well as details on computational procedures, illustrated with numerical examples drawn from disciplines such as biochemistry, genetics, marketing, and finance. This book is designed for advanced students, practitioners, and researchers, who may deal with moderate and high-dimensional multivariate data. Because regression is one of the most popular statistical methods, the multivariate regression analysis tools described should provide a natural way of looking at large (both cross-sectional and chronological) data sets. This book can be assigned in seminar-type courses taken by advanced graduate students in statistics, machine learning, econometrics, business, and engineering.
Objective Seed Science and Technology is prepared based on the ICAR UG syllabus of Seed Science and Technology. This book is the compilation of Frequently Asked Questions (FAQs) in Seed Science and Technology which will be highly useful in writing competitive examinations like ASRB, NET, JRF, SRF, Ph.D entrance, Bank, UPSC, Agricultural, Horticultural and Seed Certification Officers. The 2nd revised Edition comprises two sections namely 1. Seed Science and Technology: Principles and Practices, and 2. Advances in Seed Physiology and Biochemistry. The section 1 consists of eight units such as floral and seed biology, seed production including breeding methods, seed processing, seed quality control, seed storage, seed health, seed industry and marketing and protection of plant varieties including DUS. The section 2 consists of three units namely seed development and maturation, seed dormancy and germination, and seed deterioration. Each chapter includes Multiple Choice Questions (MCQs), fill in the blanks, true or false, match the following, answer the incorrect statement, arrange in order and differentiate between the following. Abbreviations, National and International journals and books, International STLs, Seed Scientists and their inventions and glossaries are also compiled and presented in this book
This book explores the optimization potential of cross-layer design approaches for wireless ad hoc and sensor network performance, covering both theory and practice. A theoretical section provides an overview of design issues in both strictly layered and cross-layer approaches. A practical section builds on these issues to explore three case studies of diverse ad hoc and sensor network applications and communication technologies.
This book covers cutting edge advancements on self-powered Internet of Things, where sensing devices can be energy-positive while capturing context from the physical world. It provides new mechanisms for activity recognition without the need of conventional inertial sensors, which demand significant energy during their operation and thus quickly deplete the batteries of internet-of-things (IoT) devices. The book offers new solutions by employing energy harvesters as activity sensors as well as power sources to enable the autonomous and self-powered operation of IoT devices without the need of human intervention. It provides useful content for graduate students as well as researchers to understand the nascent technologies of human activity, fitness and health monitoring using autonomous sensors. In particular, this book is very useful for people working on pervasive computing, activity recognition, wearable IoT, fitness/healthcare and autonomous systems. This book covers a broad range of topics related to self-powered activity recognition. The main topics of this book include wearables, IoT, energy harvesting, energy harvesters as sensors, activity recognition and self-powered operation of IoT devices. This book starts with the introduction of wearable IoT devices and activity recognition and then highlights the conventional activity recognition mechanisms. After that, it describes the use of energy harvesters to power the IoT devices. Later, it explores the use of various energy harvesters as activity sensors. It also proposes the use of energy harvesters as simultaneous source of energy and context information and defines the emerging concept of energy-positive sensing compared to conventional energy-negative sensing. Finally, it explores sensor/signal fusion to enhance the performance using multiple energy harvesters and charts a way forward for future research in this area. This book covers all important and emerging topics that have significance in the design and implementation of autonomous wearable IoT devices. We believe that this book will lay the foundation for designing self-powered IoT devices which can ultimately replace the conventional wearable IoT devices which need regular recharging and replacement.
Enzymatic processing of lipids and oils is becoming an important area of research. Hydrolytic enzymes, such as lipases and proteases are being sought after as the biocatalysts. This book focuses on the search and acquisition, isolation and purification and the characterisation of these enzymes
The book discusses all aspects of expanded dengue syndrome (EDS), an emerging entity of dengue infection, and serves as definitive source of information for health care professionals. With each chapter focusing on a different type of EDS, the book covers the definition, concept, prevalence, pathophysiology, management, complications and outcomes of the condition. It also highlights the impact of the disease on healthcare. Further, based on both basic and the latest, cutting-edge research, it examines treatments, algorithms, standard treatment guidelines and the pharmacotherapy of EDS. EDS is referred to as atypical/unusual manifestations of the dengue infections, also termed as isolated organopathies, including hepatic, renal, cardiac, respiratory and neurological involvements that could be explained as a result of severe, profound shock or associated with underlying host conditions or co-infections. Raising awareness of this neglected and little-known complication of dengue infection, the book serves as an educational and teaching aid and useful resource for upper-undergraduate students. It also provides up-to-date reference material for researchers in academia and corporations as well as for clinicians wanting to improve the management of EDS during dengue outbreaks.
In the context of the continual increase in the global incidence of diabetes, this book focuses on particular aspects of the disease such as the socio-economic burden and the effects on individuals and their families. It addresses a wide range of topics regarding its physiological relevance, metabolic angles, biochemistry, and discusses current and upcoming treatment approaches. It is unique in offering a chapter dedicated to herbal remedies for diabetes. Appealing to a broad readership, it is a valuable resource for students, researchers and practitioners working in the area of glucose metabolism, diabetes and human health.
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