Machine learning (ML) and the internet of things (IoT) are the top technologies used by businesses to increase efficiency, productivity, and competitiveness in this fast-paced digital era transformation. ML is the key tool for fast processing and decision making applied to smart city applications and next-generation IoT devices, which require ML to satisfy their working objective. IoT technology has proven efficient in solving many real-world problems, and ML algorithms combined with IoT means the fusion of product and intelligence to achieve better automation, efficiency, productivity, and connectivity. Machine Learning-Enabled IoT for Smart Applications Across Industries highlights the importance of ML for IoT’s success and diverse ML-powered IoT applications. This book addresses the problems and challenges in energy, industry, and healthcare and solutions proposed for ML-enabled IoT and new algorithms in ML. It further addresses their accuracy for existing real-time applications. Covering topics such as agriculture, pattern recognition, and smart applications, this premier reference source is an essential resource for engineers, scientists, educators, students, researchers, and academicians.

Research in the field of service quality and consumer behavior has developed in many dimensions in the past decade. A number of models have been developed to determine the factors leading to satisfaction; however, within the past few years, scholars have proved that satisfaction is not sufficient to leave a strong mark in the minds of the customers. Service quality and customer delight have been the buzzwords in the business world in recent times as scholars have proven that customer delight is the key to customer retention. Global Observations on the Interplay Between Service Quality and Customer Delight considers how companies around the world in a cross-cultural environment are dealing with service quality and customer delight and proposes a global outlook on the current trends, tactics, and opportunities. Covering key topics such as buyer funnels, consumer dissonance, and digital solutions, this reference work is ideal for business owners, managers, industry professionals, researchers, scholars, practitioners, academicians, instructors, and students.

A uniquely qualified expert offers critical diagnostics and tools to help you stay on fire at work and in life—without burning out Burnout has become an epidemic. But burnout is not merely a case of working too hard or feeling physically exhausted for an extended period of time, and it isn’t a personal failure. According to physician, executive coach, and speaker Dr. Neha Sangwan—an expert empowering corporate leaders and organizational teams to excel under pressure—burnout is due to prolonged stress and an ongoing net drain of energy on one or more of five levels: physical, mental, emotional, social, and spiritual. When we are burned out, our productivity suffers, our health declines, and we are more reactive in our relationships. Not having the resources to handle challenging circumstances, address conflict, or engage in healthy boundaries further worsens stress and dysfunctional situations in our professional and personal lives. Burnout is also a wake-up call. To reverse it, we need a different kind of prescription—one that addresses burnout on the levels where it’s happening and replenishes our energy with simple, powerful steps toward healing. In this book, Dr. Sangwan helps you identify on which of the five levels—physical, mental, emotional, social, or spiritual—burnout is occurring. Once you identify your biggest energy drains, she equips you with powerful tools that enable you to expand your awareness, transform your mindset, communicate with integrity, and align your decision-making with what matters most. When you understand how to identify and heal burnout, you have the power to reconnect to yourself, your colleagues, your community, and the meaning of your work in a new and profound way.

This book offers valuable insights into the principles, mechanisms of action and applications of traditional and novel enzymes involved in the degradation of wastes. Enzymes are biological catalysts that play an important role in various biochemical reactions. The generation of value-added products by means of these biological processes is also discussed. This book covers the use of in silico and computational methods in understanding the biodegradation processes, and reveals the importance of enzymes in various biochemical reactions and kinetics. The book's target audience includes undergraduate and graduate students, faculty members at colleges and universities, research students, scientists and industry professionals.

Addressing the area of shared leadership, also known as collective or distributed leadership, this edited book embraces the underlying idea that leadership is a dynamic process that intersects closely with followership. While some authors present rigorously researched qualitative and quantitative case studies that investigate the dynamics of followership in distributive leadership in terms of collective decision-making, leadership identity, roles and demographic composition of groups in a variety of settings, other authors take a critical look at distributed leadership models by viewing them through the lens of nature and ecosystems as well as human development processes. The chapters aim to inspire readers to challenge the current definition of leadership and explore more inclusive and holistic paradigms. Distributed Leadership provides a comprehensive and constructive contribution to the field of leadership and will be an essential read for academics and scholar-practitioners interested in business management.

This handbook is a compilation of major clinical trials in all subspecialties in the field of ophthalmology. Each trial is presented in a uniform manner, detailing the background and purpose of the study, design, number of subjects with inclusion and exclusion criteria, outcomes, then results and conclusions. Topics include glaucoma, cornea, diabetic retinopathy, age-related macular degeneration, retinal detachment, neuro-ophthalmology, ocular melanoma, and many more. Trials are arranged chronologically or in order of significance, with extensive referencing for further reading. 'At a glance' tables summarising each trial are also included. The previous edition of this comprehensive text (9789350907740) published in 2013.

Though their usage greatly diminished at the dawn of the scientific area, Indian spices were traditional parts of healthcare for thousands of years. However, over the last decade, largely due to the growth in popularity of complementary and alternative medicine, spices have regained attention due to their physiological and functional benefits. By applying modern research methods to traditional remedies, it is possible to discover what made these spices such effective ailment treatments. Ethnopharmacological Investigation of Indian Spices is a collection of innovative research that analyzes the chemical properties and medical benefits of Indian spices in order to design new therapeutic drugs and for possible utility in the food industry. The book specifically examines the phytochemistry and biosynthetic pathway of active constituents of Indian spices. Highlighting a wide range of topics including pharmacology, antioxidant activity, and anti-cancer research, this book is ideally designed for pharmacologists, pharmacists, physicians, nutritionists, botanists, biotechnicians, biochemists, researchers, academicians, and students at the graduate and post-graduate levels interested in alternative healthcare.

Production and utilization of sustainable energy toward maintaining a clean environment is a major challenge. At the same time, the continued depletion of fossil fuels and the global dependency on non-renewable fuels is a chief concern. Moreover, the long-term economic and environmental issues associated with the high utilization of fossil fuel, such as global warming, are also important, particularly in the context of the predicted increase in the global population to around 5 billion by 2050. In recent years, researchers have been investigating alternative, renewable fuels to replace fossil fuels. Of the various options, biofuels are especially attractive due to their low production costs and the fact that they are pollution free. Also known as transportation fuels, their energy is derived from biological resources or through the biological processes. Biofuels such as biohydrogen, biomethane, biogas, ethanol and butanol offer a number of advantages and can be economically produced from cellulosic biomass. As such, they can play a vital role in sustainably meeting future energy demands. Biofuels have the potential to become a global primary energy source, offering significant reductions in greenhouse gas emissions as well as opportunities to increase economic and social development in rural communities and reduce the problems associated with waste disposal. However, low yields and lack of process technology are some of the aspects that need to be addressed. This book offers an overview of existing biofuels and the technologies to solve the problems associated with their practical implementation. Evaluating the biofuel options and discussing the opportunities and risks in relation to resources, technologies, practices, markets and policy, it provides insights into the development of economically viable bioenergy industries.

The book gathers the best research papers presented at the International Conference on Recent Trends in Communication and Intelligent Systems (ICRTCIS 2019), organized by Rajasthan Technical University Kota, and Arya College of Engineering and IT, Jaipur, on 8-9 June 2019. It discusses the latest technologies in communication and intelligent systems, covering various areas of communication engineering, such as signal processing, VLSI design, embedded systems, wireless communications, and electronics and communications in general. Featuring work by leading researchers and technocrats, the book serves as a valuable reference resource for young researchers and academics as well as practitioners in industry.

This book includes best selected, high-quality research papers presented at International Conference on Data Driven Computing and IoT (DDCIoT 2021) organized jointly by Geetanjali Institute of Technical Studies (GITS), Udaipur, and Rajasthan Technical University, Kota, India, during March 20-21, 2021. This book presents influential ideas and systems in the field of data driven computing, information technology, and intelligent systems.

The best of contemporary nature writing from the winners of the inaugural international Nature Chronicles Prize. The Nature Chronicles Prize is a new biennial, international, English-language literary award founded to celebrate engaging, unique, essay-length non-fiction that responds to the time we are in and the world as it is. Conceived in 2020 to mark the global pandemic, the prize is also a memorial to Prudence Scott, a lifelong nature diarist who died in 2019. Contained within this volume are the outstanding shortlisted entries for the inaugural prize. These winning works express diverse responses to our planet and its life, and together embody the best of contemporary nature writing, whether by emerging or established authors. The anthology is introduced by bestselling nature writer Kathryn Aalto, who was one of the prize judges.

Data mining techniques are commonly used to extract meaningful information from the web, such as data from web documents, website usage logs, and hyperlinks. Building on this, modern organizations are focusing on running and improving their business methods and returns by using opinion mining. Extracting Knowledge From Opinion Mining is an essential resource that presents detailed information on web mining, business intelligence through opinion mining, and how to effectively use knowledge retrieved through mining operations. While highlighting relevant topics, including the differences between ontology-based opinion mining and feature-based opinion mining, this book is an ideal reference source for information technology professionals within research or business settings, graduate and post-graduate students, as well as scholars.

Artificial Intelligence for Capital Market throws light on application of AI/ML techniques in the financial capital markets. This book discusses the challenges posed by the AI/ML techniques as these are prone to "black box" syndrome. The complexity of understanding the underlying dynamics for results generated by these methods is one of the major concerns which is highlighted in this book: Features: Showcases artificial intelligence in finance service industry Explains Credit and Risk Analysis Elaborates on cryptocurrencies and blockchain technology Focuses on optimal choice of asset pricing model Introduces Testing of market efficiency and Forecasting in Indian Stock Market This book serves as a reference book for Academicians, Industry Professional, Traders, Finance Mangers and Stock Brokers. It may also be used as textbook for graduate level courses in financial services and financial Analytics.

This book presents the achievements made in solar energy and prospects in achieving solar potential in India. It covers the historical perspectives, innovations and myriad applications of solar energy in its different forms. The book discusses solar devices and covers both solar photovoltaics and solar thermal energy and includes both heat and electricity applications. Solar policies in India, solar research, technologies, large scale adoption as well as future trends are also discussed. This book will be useful for researchers and professionals with interests in technological, economical and policy developments in solar energy driven power industry.

This reference textbooks discusses the low power designs for emerging applications. This book focuses on the research challenges associated with theory, design, and applications towards emerging Microelectronics and VLSI device design and developments, about low power consumptions. The advancements in large-scale integration technologies are principally responsible for the growth of the electronics industry. This book is focused for senior undergraduates, graduate students, and professionals in the field of electrical and electronics engineering, nanotechnology, this book: • Discusses various low power techniques and applications for designing efficient circuits. • Covers advance nanodevices like FinFETs, TFETs, CNTFETs. • Covers various emerging area like Quantum-Dot Cellular Automata Circuits and FPGAs and sensors. • Discuss applications like memory design for low power applications using nanodevices. The number of options for ICs in control applications, telecommunications, high-performance computing, and consumer electronics continues to grow with the emergence of VLSI designs. Nanodevices have revolutionized the electronics market and human life; it has impacted individual life to make it more convenient. They are ruling every sector like electronics, energy, biomedicine, food, environment, and communication. The book will discuss various emerging low power applications using CMOS and other emerging nanodevices.

The Himalayas are said to be the youngest mountain ranges in the world. This book studies the well-being of the eastern Himalayan forest-dwellers in terms of their capabilities and functioning. Using Amartya Sen’s and Martha Nussbaum’s Capabilities Approach, it examines the educational and health opportunities and substantial freedoms afforded to farmers and pastoralists living and working in the Senchal and Singalila Protected Areas of North Bengal, India. It also discusses the challenges and potential of the Forest Rights Act as a well-being delivery mechanism. The book adopts a comparative narrative of socio-ecological information generated from interviews, ecological field methods, remote sensing and participatory rural appraisals to provide insight on human development in conservation contexts. This volume will be of interest to students and researchers of conservation biology, development studies, socio-ecological systems studies, political ecology, human development index, ecological economics, environmental sociology, and South Asian studies. It will also be useful to policy-makers and NGOs in the conservation and livelihoods sector.

This book presents experimental as well as simulation methodologies for analysis and development of nanostructures for introducing the desirable effects through modifications in the basic structure of select nanomaterials. The initial chapters in this book focus on exploring the basic aspects of nanomaterials, e.g., distinguishing features, synthesis, processing, characterization, simulation and application dimensions, or nanostructures that enable novel/enhanced properties or functions. The chapters also cover the size-dependent electronic, optical, and magnetic properties of nanomaterials in exposing the specific properties essential for applications in nanophotonics, nanoplasmonics, nanosystems (e.g., biological, medical, chemical, catalytic, energy, and environmental applications), and nanodevices (e.g., electronic, photonic, magnetic, imaging, diagnostic, and sensor applications). This book is a useful resource for students, researchers, and technologists in gathering recent knowledge on novel nanostructures and their use in different application areas.

This book comprehensively covers the evolution of advanced learning pedagogy and innovative technologies like open educational resources and blended learning models. It specifically talks about the future of technology-enhanced learning and how advanced technology and government policies together are trying to impact learning outcomes globally. Nowadays in a flexible learning environment, technology plays a significant role in higher education systems. Both educators and students are playing prominent roles in its successful implementation. Advanced learning pedagogy by using technology has not only changed teaching procedures but has also evolved the relationship among multiple stakeholders. The content of the book is neatly segregated into four parts. Part I covers the concept and evolution of digital learning and education technology. This part examines the role of technology in higher education and proposes a toolkit for personalized learning and continuous assessment. Parts II and III creatively represent the innovative teaching techniques and learning models under advance learning pedagogy. Chapters under parts II and III are specially designed to present the more simplistic view of various technology-based advanced learning models and resources like flipped classes, gaming designs for e-learning, etc. Part III of the book also extensively covers various case studies/instructor’s stories of technology enabled learning experiences. Part IV focuses on the evaluation of advance learning pedagogy and tools. It also covers the future of information in learning (like formative analytics) and improved learning outcomes using technology and government initiatives in the form of various future oriented education policies like the Digital Action Education Plan (2021–2027). The wide-ranging content also covers the challenges of implementation of advanced learning pedagogy and offers recommendations to overcome such challenges. The book will grab the attention of the modern (IT-enabled) instructor’s fraternity, and students and researchers in the area of technology and education. The book can be further used by policymakers and educational-technology startups to formulate and design technology-based higher education teaching policies and procedures which are indeed helpful in measuring learning outcomes.

The world population is expected to increase exponentially within the next decade, which means that the food demand will increase and so will waste production. There is a need for effective food waste management as wasted food leads to overutilization of water and fossil fuels and increasing greenhouse gas emissions from the degradation of food. Global Initiatives for Waste Reduction and Cutting Food Loss explores methods for reducing waste and cutting food loss in order to help the environment and support local communities, as well as solve issues including that of land space. Covering topics that include food degradation, enzymes, and microorganisms, this publication is designed for policymakers, environmentalists, engineers, government officials, researchers, scientists, academicians, and students.