Author : D. Kishori
Publisher : Archers & Elevators Publishing House
Page : pages
File Size : 32,17 MB
Release :
Category : Antiques & Collectibles
ISBN : 9385640062
Author : Shalli Rani
Publisher : John Wiley & Sons
Page : 308 pages
File Size : 46,25 MB
Release : 2022-02-16
Category : Computers
ISBN : 1119763479
MACHINE LEARNING PARADIGM FOR INTERNET OF THINGS APPLICATIONS As companies globally realize the revolutionary potential of the IoT, they have started finding a number of obstacles they need to address to leverage it efficiently. Many businesses and industries use machine learning to exploit the IoT’s potential and this book brings clarity to the issue. Machine learning (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. Machine learning has become a common subject to all people like engineers, doctors, pharmacy companies, and business people. The book addresses the problem and new algorithms, their accuracy, and their fitness ratio for existing real-time problems. Machine Learning Paradigm for Internet of Thing Applications provides the state-of-the-art applications of machine learning in an IoT environment. The most common use cases for machine learning and IoT data are predictive maintenance, followed by analyzing CCTV surveillance, smart home applications, smart-healthcare, in-store ‘contextualized marketing’, and intelligent transportation systems. Readers will gain an insight into the integration of machine learning with IoT in these various application domains.
Author : National Research Council
Publisher : National Academies Press
Page : 286 pages
File Size : 43,12 MB
Release : 2003-04-07
Category : Science
ISBN : 0309168643
Air Emissions from Animal Feeding Operations: Current Knowledge, Future Needs discusses the need for the U.S. Environmental Protection Agency to implement a new method for estimating the amount of ammonia, nitrous oxide, methane, and other pollutants emitted from livestock and poultry farms, and for determining how these emissions are dispersed in the atmosphere. The committee calls for the EPA and the U.S. Department of Agriculture to establish a joint council to coordinate and oversee short - and long-term research to estimate emissions from animal feeding operations accurately and to develop mitigation strategies. Their recommendation was for the joint council to focus its efforts first on those pollutants that pose the greatest risk to the environment and public health.
Author : Management Association, Information Resources
Publisher : IGI Global
Page : 2129 pages
File Size : 39,60 MB
Release : 2021-07-16
Category : Business & Economics
ISBN : 1668424061
The recent COVID-19 pandemic has emphasized the importance of safety and ergonomics in the workplace. From work-life balance and mental health to risk prevention, maintaining a healthy and happy workforce has become essential for the progress of every company. Moreover, ensuring inclusive spaces has become a pillar of business with some worrying that the diversity agenda will be overshadowed by the recent pandemic. It is imperative that current research is compiled that sheds light on the advancements being made in promoting diversity and wellbeing in the modern workforce. The Research Anthology on Changing Dynamics of Diversity and Safety in the Workforce is a comprehensive reference source that provides the latest emerging research on diversity management and initiatives as well as occupational health and safety practices in the workplace. These concepts are necessary for global workplaces to remain safe, efficient, and inclusive. Covering topics such as employee equity, human resources practices, and worker wellbeing, this anthology provides an excellent resource for researchers, human resources personnel, managers, safety officers, policymakers, CEOs, students, professors, and academicians.
Author : National Research Council
Publisher : National Academies Press
Page : 868 pages
File Size : 16,87 MB
Release : 2010-01-14
Category : Medical
ISBN : 0309131138
As women of childbearing age have become heavier, the trade-off between maternal and child health created by variation in gestational weight gain has become more difficult to reconcile. Weight Gain During Pregnancy responds to the need for a reexamination of the 1990 Institute of Medicine guidelines for weight gain during pregnancy. It builds on the conceptual framework that underscored the 1990 weight gain guidelines and addresses the need to update them through a comprehensive review of the literature and independent analyses of existing databases. The book explores relationships between weight gain during pregnancy and a variety of factors (e.g., the mother's weight and height before pregnancy) and places this in the context of the health of the infant and the mother, presenting specific, updated target ranges for weight gain during pregnancy and guidelines for proper measurement. New features of this book include a specific range of recommended gain for obese women. Weight Gain During Pregnancy is intended to assist practitioners who care for women of childbearing age, policy makers, educators, researchers, and the pregnant women themselves to understand the role of gestational weight gain and to provide them with the tools needed to promote optimal pregnancy outcomes.
Author : Joel Rodriguez-Saldana
Publisher : Springer
Page : 1014 pages
File Size : 11,88 MB
Release : 2019-06-27
Category : Medical
ISBN : 3030118150
Diabetes has become a worldwide health problem, the global estimated prevalence approaches ten percent and the burden of this disease in terms of morbidity and mortality is unprecedented. The advances acquired through the knowledge of the mechanisms of the disease and the variety of therapeutic approaches contrast with the inability of private and public health systems in underdeveloped and even developed countries to achieve the goals of treatment. This paradox has been described in many sources: the surge of scientific advances contrast with an unprecedented amount of human suffering. Thus, a patient centered and an evidence based approach with the capacity to produce measurable clinical and economic outcomes is required. The purpose of this textbook is multiple: to offer a comprehensive resource covering all aspects of outpatient management; to address diabetes as a health problem from an epidemiological, economic and clinical perspective; to discuss the role of social determinants of health on the worldwide increase in diabetes; to highlight the challenges and obstacles in providing adequate care; and to outline a multidisciplinary approach to management in which medical visits retain their importance as part of a team comprising the patient, his or her family and a multidisciplinary group of health professionals who are able to move beyond the traditional approach of diabetes as a disease and greatly improve outcomes.
Author : Francis Cody
Publisher : Cornell University Press
Page : 226 pages
File Size : 47,94 MB
Release : 2013-11-15
Category : Language Arts & Disciplines
ISBN : 0801469015
Since the early 1990s hundreds of thousands of Tamil villagers in southern India have participated in literacy lessons, science demonstrations, and other events designed to transform them into active citizens with access to state power. These efforts to spread enlightenment among the oppressed are part of a movement known as the Arivoli Iyakkam (the Enlightenment Movement), considered to be among the most successful mass literacy movements in recent history. In The Light of Knowledge, Francis Cody’s ethnography of the Arivoli Iyakkam highlights the paradoxes inherent in such movements that seek to emancipate people through literacy when literacy is a power-laden social practice in its own right. The Light of Knowledge is set primarily in the rural district of Pudukkottai in Tamil Nadu, and it is about activism among laboring women from marginalized castes who have been particularly active as learners and volunteers in the movement. In their endeavors to remake the Tamil countryside through literacy activism, workers in the movement found that their own understanding of the politics of writing and Enlightenment was often transformed as they encountered vastly different notions of language and imaginations of social order. Indeed, while activists of the movement successfully mobilized large numbers of rural women, they did so through logics that often pushed against the very Enlightenment rationality they hoped to foster. Offering a rare behind-the-scenes look at an increasingly important area of social and political activism, The Light of Knowledge brings tools of linguistic anthropology to engage with critical social theories of the postcolonial state.
Author : R. Venkata Rao
Publisher : Springer Science & Business Media
Page : 297 pages
File Size : 10,13 MB
Release : 2012-08-27
Category : Technology & Engineering
ISBN : 1447143752
Decision Making in Manufacturing Environment Using Graph Theory and Fuzzy Multiple Attribute Decision Making Methods presents the concepts and details of applications of MADM methods. A range of methods are covered including Analytic Hierarchy Process (AHP), Technique for Order Preference by Similarity to Ideal Solution (TOPSIS), VIšekriterijumsko KOmpromisno Rangiranje (VIKOR), Data Envelopment Analysis (DEA), Preference Ranking METHod for Enrichment Evaluations (PROMETHEE), ELimination Et Choix Traduisant la Realité (ELECTRE), COmplex PRoportional ASsessment (COPRAS), Grey Relational Analysis (GRA), UTility Additive (UTA), and Ordered Weighted Averaging (OWA). The existing MADM methods are improved upon and three novel multiple attribute decision making methods for solving the decision making problems of the manufacturing environment are proposed. The concept of integrated weights is introduced in the proposed subjective and objective integrated weights (SOIW) method and the weighted Euclidean distance based approach (WEDBA) to consider both the decision maker’s subjective preferences as well as the distribution of the attributes data of the decision matrix. These methods, which use fuzzy logic to convert the qualitative attributes into the quantitative attributes, are supported by various real-world application examples. Also, computer codes for AHP, TOPSIS, DEA, PROMETHEE, ELECTRE, COPRAS, and SOIW methods are included. This comprehensive coverage makes Decision Making in Manufacturing Environment Using Graph Theory and Fuzzy Multiple Attribute Decision Making Methods a key reference for the designers, manufacturing engineers, practitioners, managers, institutes involved in both design and manufacturing related projects. It is also an ideal study resource for applied research workers, academicians, and students in mechanical and industrial engineering.
Author : Richard S. Sutton
Publisher : MIT Press
Page : 549 pages
File Size : 14,49 MB
Release : 2018-11-13
Category : Computers
ISBN : 0262352702
The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence. Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new topics and updating coverage of other topics. Like the first edition, this second edition focuses on core online learning algorithms, with the more mathematical material set off in shaded boxes. Part I covers as much of reinforcement learning as possible without going beyond the tabular case for which exact solutions can be found. Many algorithms presented in this part are new to the second edition, including UCB, Expected Sarsa, and Double Learning. Part II extends these ideas to function approximation, with new sections on such topics as artificial neural networks and the Fourier basis, and offers expanded treatment of off-policy learning and policy-gradient methods. Part III has new chapters on reinforcement learning's relationships to psychology and neuroscience, as well as an updated case-studies chapter including AlphaGo and AlphaGo Zero, Atari game playing, and IBM Watson's wagering strategy. The final chapter discusses the future societal impacts of reinforcement learning.
Author : Dirk Haller
Publisher : Springer
Page : 355 pages
File Size : 16,4 MB
Release : 2018-07-27
Category : Medical
ISBN : 3319905457
The book provides an overview on how the gut microbiome contributes to human health. The readers will get profound knowledge on the connection between intestinal microbiota and immune defense systems. The tools of choice to study the ecology of these highly-specialized microorganism communities such as high-throughput sequencing and metagenomic mining will be presented. In addition the most common diseases associated to the composition of the gut flora are discussed in detail. The book will address researchers, clinicians and advanced students working in biomedicine, microbiology and immunology.
