Healthcare Data Analytics and Management help readers disseminate cutting-edge research that delivers insights into the analytic tools, opportunities, novel strategies, techniques and challenges for handling big data, data analytics and management in healthcare. As the rapidly expanding and heterogeneous nature of healthcare data poses challenges for big data analytics, this book targets researchers and bioengineers from areas of machine learning, data mining, data management, and healthcare providers, along with clinical researchers and physicians who are interested in the management and analysis of healthcare data.

Unlike some other reproductions of classic texts (1) We have not used OCR(Optical Character Recognition), as this leads to bad quality books with introduced typos. (2) In books where there are images such as portraits, maps, sketches etc We have endeavoured to keep the quality of these images, so they represent accurately the original artefact. Although occasionally there may be certain imperfections with these old texts, we feel they deserve to be made available for future generations to enjoy.

Simplicity in taxation has considerable potential advantages. However, attempts to simplify tax systems are only likely to be successful and enduring if they take account of the reasons why taxation is complex. There are strong pressures on tax systems to accommodate a range of important factors, as well as complex and changing national and international environments within which modern tax systems have to operate. This book explores the experiences of simplification in a range of countries and jurisdictions. The authors analyse a range of manifestations of simplification, including tax systems, tax law, taxpayer communications and tax administration. They also review the longer term or more fundamental approaches to simplification, suggesting that in order to strike the optimum balance between simplicity and the aims of a tax system in terms of efficiency and equity, a range of complex environmental factors must all be taken into account. With chapters reflecting on experiences from Australia, China, Canada, Malaysia, New Zealand, Russia, South Africa, Thailand, Turkey, the UK and the US, the authors illustrate differences between jurisdictions and the changing environment in which they operate. This book addresses the crucial balance between simplicity and the other objectives of tax design and reform, and suggests that reformers of the tax system should include simplicity as one of the key evaluators of any design or reform proposal.

Titles in the Pocket Tutor series give practical guidance on subjects that medical students and foundation doctors need help with ‘on the go’, at a highly-affordable price that puts them within reach of those rotating through modular courses or working on attachment.  Topics reflect information needs stemming from today’s integrated undergraduate and foundation courses: Common presentations Investigation options (e.g. ECG, imaging) Clinical and patient-orientated skills (e.g. examinations, history-taking) The highly-structured, bite-size content helps novices combat the ‘fear factor’ associated with day-to-day clinical training, and provides a detailed resource that students and junior doctors can carry in their pocket.   Key points New edition of the best-selling title that breaks down a complex and daunting subject using clearly-labelled, full-page ECG traces and concise but informative text Revised text and brand-new ECG traces bring the new edition fully up-to-date New chapters cover electrolyte and homeostatic disorders, and normal variants Logical, sequential content: relevant basic science, then a guide to understanding a normal ECG and the building blocks of an abnormal ECG, before describing clinical disorders

This Springer book provides a perfect platform to submit chapters that discuss the prospective developments and innovative ideas in artificial intelligence and machine learning techniques in the diagnosis of COVID-19. COVID-19 is a huge challenge to humanity and the medical sciences. So far as of today, we have been unable to find a medical solution (Vaccine). However, globally, we are still managing the use of technology for our work, communications, analytics, and predictions with the use of advancement in data science, communication technologies (5G & Internet), and AI. Therefore, we might be able to continue and live safely with the use of research in advancements in data science, AI, machine learning, mobile apps, etc., until we can find a medical solution such as a vaccine. We have selected eleven chapters after the vigorous review process. Each chapter has demonstrated the research contributions and research novelty. Each group of authors must fulfill strict requirements.

Covid-19 has hit the world unprepared, as the deadliest pandemic of the century. Governments and authorities, as leaders and decision makers fighting against the virus, enormously tap on the power of AI and its data analytics models for urgent decision supports at the greatest efforts, ever seen from human history. This book showcases a collection of important data analytics models that were used during the epidemic, and discusses and compares their efficacy and limitations. Readers who from both healthcare industries and academia can gain unique insights on how data analytics models were designed and applied on epidemic data. Taking Covid-19 as a case study, readers especially those who are working in similar fields, would be better prepared in case a new wave of virus epidemic may arise again in the near future.

This book aims to provide some insights into recently developed bio-inspired algorithms within recent emerging trends of fog computing, sentiment analysis, and data streaming as well as to provide a more comprehensive approach to the big data management from pre-processing to analytics to visualization phases. The subject area of this book is within the realm of computer science, notably algorithms (meta-heuristic and, more particularly, bio-inspired algorithms). Although application domains of these new algorithms may be mentioned, the scope of this book is not on the application of algorithms to specific or general domains but to provide an update on recent research trends for bio-inspired algorithms within a specific application domain or emerging area. These areas include data streaming, fog computing, and phases of big data management. One of the reasons for writing this book is that the bio-inspired approach does not receive much attention but shows considerable promise and diversity in terms of approach of many issues in big data and streaming. Some novel approaches of this book are the use of these algorithms to all phases of data management (not just a particular phase such as data mining or business intelligence as many books focus on); effective demonstration of the effectiveness of a selected algorithm within a chapter against comparative algorithms using the experimental method. Another novel approach is a brief overview and evaluation of traditional algorithms, both sequential and parallel, for use in data mining, in order to provide an overview of existing algorithms in use. This overview complements a further chapter on bio-inspired algorithms for data mining to enable readers to make a more suitable choice of algorithm for data mining within a particular context. In all chapters, references for further reading are provided, and in selected chapters, the author also include ideas for future research.

Celebrities, heroes and champions explores the role of the popular politician in British and Irish society from the Napoleonic Wars to the Second Reform Act of 1867. Covering movements for parliamentary reform up to and including Chartism, Catholic Emancipation, transatlantic Anti-Slavery and the Anti-Corn Law League, as well as the receptions of international celebrities such as Lajos Kossuth and Giuseppe Garibaldi, it offers a unique perspective on the connections between politics and historical cultures of fame and celebrity. This book will interest students and scholars of Britain, Ireland, continental Europe and North America in the nineteenth century, as well as general readers with an interest in the history of popular politics. Its exploration of the relationship between politics and celebrity, and the methods through which public reputations have been promoted and manipulated for political ends, have clear contemporary relevance. -- .

In many respects, Zambia is an African success story. From a territory whose borders were drawn with minimal attention either to the ethnic geography of the day or to natural features that combined (and sometimes divided) dozens of distinct ethnic groups, rose a nation with a long record of peace that has enjoyed decades of constitutional rule, and even, in recent years, an increasingly competitive democracy. Perhaps most improbably, the country has forged a national identity. Unfortunately, peace, constitutionalism, democracy, and nationhood constantly face challenges, such as in the elections of 2006 when the ugly language of ethnic confrontation found renewed currency. Moreover, Zambia's economic record and prospects have been on the decline. After over four decades, per capita incomes are lower than they were at the dawn of independence, and 95 percent of its people live on less that $2 per day. Despite repeated efforts to diversify the economy, copper exports and foreign assistance are the main sources of the vast majority of Zambia's foreign exchange earnings. And most devastating at all, the AIDS pandemic has already lowered the average life expectancy below 40. For a country one might regard as "heading in the right direction," Zambia has a long way to go. The third edition of Historical Dictionary of Zambia, through its chronology, introductory essay, appendixes, map, bibliography, and hundreds of cross-referenced dictionary entries on important persons, places, events, and institutions and significant political, economic, social, and cultural aspects, provides an important reference on this African country.

Celebrating 25 years of this enchanting ecological fantasy from a multi-award-winning picture book creator. Worried that the whale living in her pond is unhappy, Emily writes to Greenpeace, who, though offering the best of advice, insist that it is impossible for a whale to live in a pond. Undeterred, Emily continues to seek the best course of action for her beloved whale, finally setting him free.

Harvey is popular, cool, plays soccer, and has been in a relationship with his girlfriend Summer for as long as anyone can remember. Alfie is not popular, not cool, has a sick note so he doesn’t have to play any sport, and has been in a relationship with his Xbox since forever. So when Summer dramatically dumps Harvey just a few days before the school prom, no one is expecting Alfie to ask Harvey to be his date. Least of all Alfie. But sometimes amazing things can happen when you take a chance ¼

Union Square & Co.’s EVERYONE CAN BE A READER books are expertly written, thoughtfully designed with dyslexia-friendly fonts and paper tones, and carefully formatted to meet readers where they are with engaging stories that encourage reading success across a wide range of age and interest levels.

This textbook helps future data analysts comprehend aggregation function theory and methods in an accessible way, focusing on a fundamental understanding of the data and summarization tools. Offering a broad overview of recent trends in aggregation research, it complements any study in statistical or machine learning techniques. Readers will learn how to program key functions in R without obtaining an extensive programming background. Sections of the textbook cover background information and context, aggregating data with averaging functions, power means, and weighted averages including the Borda count. It explains how to transform data using normalization or scaling and standardization, as well as log, polynomial, and rank transforms. The section on averaging with interaction introduces OWS functions and the Choquet integral, simple functions that allow the handling of non-independent inputs. The final chapters examine software analysis with an emphasis on parameter identification rather than technical aspects. This textbook is designed for students studying computer science or business who are interested in tools for summarizing and interpreting data, without requiring a strong mathematical background. It is also suitable for those working on sophisticated data science techniques who seek a better conception of fundamental data aggregation. Solutions to the practice questions are included in the textbook.

In a world of soaring digitization, social media, financial transactions, and production and logistics processes constantly produce massive data. Employing analytical tools to extract insights and foresights from data improves the quality, speed, and reliability of solutions to highly intertwined issues faced in supply chain operations. From procurement in Industry 4.0 to sustainable consumption behavior to curriculum development for data scientists, this book offers a wide array of techniques and theories of Big Data Analytics applied to Supply Chain Management. It offers a comprehensive overview and forms a new synthesis by bringing together seemingly divergent fields of research. Intended for Engineering and Business students, scholars, and professionals, this book is a collection of state-of-the-art research and best practices to spur discussion about and extend the cumulant knowledge of emerging supply chain problems.

Fully revised and updated, this new edition of Simon James's comprehensible and accessible text provides an excellent insight into the work of the Prime Minister and Cabinet government. It draws on the wealth of new material that has become available in recent years to shed light on the mechanisms and processes of the Cabinet system in Britain, focusing on the post-1979 period. Its coverage includes: ministers and their departments; collective decision-making; the role of the Prime Minister; the strengths and weaknesses of the Cabinet system; and the future of the Cabinet system. Prime Minister and Cabinet Government will give both A-level students and undergraduates a clear understanding of the realities of this central aspect of British politics.

A new collection with contributions from performing musicians and Grainger scholars and a detailed Catalogue of Works. In the thirty years since his Centenary in 1982 it has become even clearer that Percy Grainger [1882-1961] - composer, pianist and revolutionary - was a man born out of his time. Many of his ideas, both musical and social, sit farmore easily in our contemporary world. Those thirty years have also seen a notable expansion of interest in Grainger's music. Innumerable recordings have been made, including the first complete Grainger recording survey by Chandos in its monumental Grainger Edition. The growth of the internet has made it possible, as never before, for Grainger's music to be heard widely. The central theme of The New Percy Grainger Companion is to give information and help from established musicians for performing and listening to this life-celebrating repertoire. The Companion's fully detailed, up-to-date Catalogue of Works - the most complete of any existing catalogue - givesinvaluable assistance. Authoritative contextual chapters in the Companion offer some surprising new background information, together with thoughtful evaluations which signal a new twenty-first century perspective in Grainger scholarship. PENELOPE THWAITES is recognised internationally as a leading Grainger exponent. Her research, performances and extensive Grainger discography over four decades reflect a unique understanding of the manand his music. Contributors: BRIAN ALLISON, TERESA BALOUGH, ROGER COVELL, KAY DREYFUS, LEWIS FOREMAN, PAUL JACKSON, JAMES JUDD, JAMES KOEHNE, ASTRID BRITT KRAUTSCHNEIDER, BARRY PETER OULD, STEWART MANVILLE, MURRAY MCLACHLAN, TIMOTHY REYNISH, BRUCE CLUNIES ROSS, DESMOND SCOTT, PETER SCULTHORPE, GEOFFREY SIMON, RONALD STEVENSON, STEPHEN VARCOE, DAVID WALKER

First published in 1994, Putting the Family First is a study of better-off couples that clarifies the relationship between individualism and family values. Partners' cultural practices focus on "making something of themselves", being "supportive" of each other, and spending "quality time" with children. But their economic strategies are directed towards competition for positional goods, especially higher education and good jobs for their offspring. The authors argue that, although these strategies are rational for individual families, they are collectively wasteful and mutually frustrating, and construct a narrow and exclusive version of citizenship. Such private morality depletes civic culture, and is socially costly. This revealing study provides a valuable text for students, with considerable appeal for courses in sociology, social policy, gender and cultural studies. It will be of broader interest to others connected to avoid the unravelling of our social fabric.

Unlike some other reproductions of classic texts (1) We have not used OCR(Optical Character Recognition), as this leads to bad quality books with introduced typos. (2) In books where there are images such as portraits, maps, sketches etc We have endeavoured to keep the quality of these images, so they represent accurately the original artefact. Although occasionally there may be certain imperfections with these old texts, we feel they deserve to be made available for future generations to enjoy.

  A funny, heartbreaking story about life and loss, and making every second count. Eric's best friend, Finn Jones, was the world's biggest prankster. Now Eric can't believe Finn's not here anymore. ...Or is he? Eric seems to be getting messages from beyond the grave, and as he follows Finn's wild, cryptic instructions, his hope grows that he'll find Finn laughing at the end. The journey also brings memories - and a truth that seems impossible to accept. Simon James Green is the award-winning author of books like Sleepover Takeover and The Life of Riley: Beginner's Luck, which was shortlisted for the Blue Peter Book Prize. This story blends hilarity with heart, perfect for fans of books by Helen Rutter, Frank Cottrell-Boyce, Ben Bailey Smith and Ross Welford. Hilarious illustrations throughout by Jennifer Jamieson   PRAISE FOR SIMON'S MIDDLE-GRADE BOOKS Sleepover Takeover "This is a fantastically funny, exciting, unexpected, and sometimes touching, mystery thriller" BookTrust "A funny madcap mystery adventure perfect for fans of Danny Wallace's THE DAY THE SCREENS WENT BLANK or Charlie Higson's WORST. HOLIDAY. EVER." LoveReading 4 Kids Life Of Riley: Beginner's Luck "This funny, gentle story is packed with snappy humour and hilarious characters." BookTrust "Though the laughs are sustained from start to finish, there is some depth to the drama in Life of Riley, too. The characterisation is original and refreshing." Books For Keeps "This funny, gentle story is packed with snappy humour and hilarious characters. You can’t help but love Riley, a brilliant, witty, world-weary kid and long-suffering underdog. There’s a lovely message about being grateful for all the things that you have and for appreciating the people who support you, no matter what. Perfect for Diary of a Wimpy Kid fans or children about to start secondary school, though there’s a lot of fun to be had for grown ups here too." LoveReading 4 Kids

In the margins of a book's pages, sparks fly as a teenage romance begins. But in this time and place, sparks like these can only ignite trouble. It's 1994 and thanks to Section 28, there can be no mention of gay relationships in UK schools. When a kind librarian leads Jamie to a disguised novel in the library that reflects his own confused feelings towards boys, Jamie sees that he's not the only one who has checked the book out. Will Jamie and this mystery boy have the courage to meet - and if they do, what will it take to hold on to each other?