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Over the last two decades, researchers are looking at imbalanced data learning as a prominent research area. Many critical real-world application areas like finance, health, network, news, online advertisement, social network media, and weather have imbalanced data, which emphasizes the research necessity for real-time implications of precise fraud/defaulter detection, rare disease/reaction prediction, network intrusion detection, fake news detection, fraud advertisement detection, cyber bullying identification, disaster events prediction, and more. Machine learning algorithms are based on the heuristic of equally-distributed balanced data and provide the biased result towards the majority d...
One of the primary topics at the center of discussion, and very often debate, between industry professionals, government officials, and the general public is the current healthcare system and the potential for an overhaul of its processes and services. Many organizations concerned for the long-term care of patients wish to see new strategies, practices, and organizational tools developed to optimize healthcare systems all over the world. One of the central engines of the current shift toward reorientation of healthcare services is virtual and mobile healthcare. Virtual and Mobile Healthcare: Breakthroughs in Research and Practice explores the trends, challenges, and issues related to the emergence of mobile and virtual healthcare. The book also examines how mobile technologies can best be used for the benefit of both doctors and their patients. Highlighting a range of topics such as smart healthcare, electronic health records, and m-health, this publication is an ideal reference source for medical professionals, healthcare administrators, doctors, nurses, practitioners, and researchers in all areas of the medical field.
"This set of books represents a detailed compendium of authoritative, research-based entries that define the contemporary state of knowledge on technology"--Provided by publisher.
Data Warehousing and Mining (DWM) is the science of managing and analyzing large datasets and discovering novel patterns and in recent years has emerged as a particularly exciting and industrially relevant area of research. Prodigious amounts of data are now being generated in domains as diverse as market research, functional genomics and pharmaceuticals; intelligently analyzing these data, with the aim of answering crucial questions and helping make informed decisions, is the challenge that lies ahead. The Encyclopedia of Data Warehousing and Mining provides a comprehensive, critical and descriptive examination of concepts, issues, trends, and challenges in this rapidly expanding field of d...
Despite the fact that chemical applications of ultrasound are now widely acknowledged, a detailed presentation of inorganic systems covering nano-particles, catalysis, aqueous chemistry of metallic solutions and their redox characteristics, both from a theoretical and experimental perspective has eluded researchers of this field. Theoretical and Experimental Sonochemistry Involving Inorganic Systems fills this gap and presents a concise and thorough review of this fascinating area of Sonochemistry in a single volume.
This book highlights the medical importance of and increasing global interest in herbal medicines, herbal health products, herbal pharmaceuticals, nutraceuticals, food supplements, herbal cosmetics, etc. It also addresses various issues that are hampering the advancement of Indian herbal medicine around the globe; these include quality concerns and quality control, pharmacovigilance, scientific investigation and validation, IPR and biopiracy, and the challenge that various indigenous systems of medicine are at risk of being lost. The book also explores the role of traditional medicine in providing new functional leads and modern approaches that can offer elegant strategies for facilitating t...
Shock wave-boundary-layer interaction (SBLI) is a fundamental phenomenon in gas dynamics that is observed in many practical situations, ranging from transonic aircraft wings to hypersonic vehicles and engines. SBLIs have the potential to pose serious problems in a flowfield; hence they often prove to be a critical - or even design limiting - issue for many aerospace applications. This is the first book devoted solely to a comprehensive, state-of-the-art explanation of this phenomenon. It includes a description of the basic fluid mechanics of SBLIs plus contributions from leading international experts who share their insight into their physics and the impact they have in practical flow situations. This book is for practitioners and graduate students in aerodynamics who wish to familiarize themselves with all aspects of SBLI flows. It is a valuable resource for specialists because it compiles experimental, computational and theoretical knowledge in one place.
Herbs and Natural Supplements, 4th Edition: An evidence-based guide is an authoritative, evidence-based reference. This two-volume resource is essential to the safe and effective use of herbal, nutritional and food supplements. The second volume provides current, evidence-based monographs on the 132 most popular herbs, nutrients and food supplements. Organised alphabetically, each monograph includes daily intake, main actions and indications, adverse reactions, contraindications and precautions, safety in pregnancy and more. - Recommended by the Pharmacy Board of Australia as an evidence-based reference works (print) that pharmacists are meant to have access to when dispensing - Contributed content from naturopaths, GPs, pharmacists, and herbalists - Useful in a clinical setting as well as a reference book. - It provides up-to-date evidence on the latest research impacting on herbal and natural medicine by top leaders in Australia within the fields of Pharmacy, Herbal Medicine and Natural Medicine
Presents evidence based information on the most popular herbs, nutrients and food supplements used across Australia and New Zealand. Organised alphabetically by common name, each herb or nutrient listed includes information such as daily intake, main actions/indications, adverse reactions, precautions, and much more.
What do Naxal terrorists have in common with Somali pirates? What man-made event triggers more refugees than all wars put together? How do terrorist movements end? And how can you help? Everyman’s War is a collection of insightful essays that describe our participatory role in securing ourselves and our progeny. Defence, internal security, and terrorism are important yet closely guarded issues. Even as outrage over safety of women and rising terror take centrestage, there continues to be limited access to information on the subjects of national defence and security—especially in a language that a layman can understand. Raghu Raman, an expert on security and terrorism, presents issues of defence, strategy and national security in an engaging narrative, with historical and contemporary examples. He recalibrates the great ‘India rising’ story with its real and present dangers and the role of a regular citizen in this everyman’s war.