Due to the scale and complexity of data sets currently being collected in areas such as health, transportation, environmental science, engineering, information technology, business and finance, modern quantitative analysts are seeking improved and appropriate computational and statistical methods to explore, model and draw inferences from big data. This book aims to introduce suitable approaches for such endeavours, providing applications and case studies for the purpose of demonstration. Computational and Statistical Methods for Analysing Big Data with Applications starts with an overview of the era of big data. It then goes onto explain the computational and statistical methods which have been commonly applied in the big data revolution. For each of these methods, an example is provided as a guide to its application. Five case studies are presented next, focusing on computer vision with massive training data, spatial data analysis, advanced experimental design methods for big data, big data in clinical medicine, and analysing data collected from mobile devices, respectively. The book concludes with some final thoughts and suggested areas for future research in big data. - Advanced computational and statistical methodologies for analysing big data are developed - Experimental design methodologies are described and implemented to make the analysis of big data more computationally tractable - Case studies are discussed to demonstrate the implementation of the developed methods - Five high-impact areas of application are studied: computer vision, geosciences, commerce, healthcare and transportation - Computing code/programs are provided where appropriate
This book presents new findings on intrinsic variability in pollutant build-up and wash-off processes by identifying the characteristics of underlying process mechanisms, based on the behaviour of various-sized particles. The correlation between build-up and wash-off processes is clearly defined using heavy metal pollutants as a case study. The outcome of this study is an approach developed to quantitatively assess process uncertainty, which makes it possible to mathematically incorporate the characteristics of variability in build-up and wash-off processes into stormwater quality models. In addition, the approach can be used to quantify process uncertainty as an integral aspect of stormwater quality predictions using common uncertainty analysis techniques. The information produced using enhanced modelling tools will promote more informed decision-making, and thereby help to improve urban stormwater quality.
This book presents a detailed analysis in relation to human health risk assessment of the main toxic chemical pollutants in urban stormwater generated from urban traffic and land use activities. The knowledge presented in this book was derived based on comprehensive experimental investigations including field sampling, laboratory testing, mathematical modelling, spatial analysis and multivariate and univariate statistical data analyses. The key highlights of the book include the quantitative assessment of the human health risk posed by key toxic chemical pollutants in urban stormwater and the development of linkages between risk and traffic and land use. Additionally, a suite of mathematical equations are presented to predict human health risk based on traffic and land use characteristics through mathematical modelling. These outcomes can significantly assist in effective stormwater risk management under changing traffic and land use in the urban environment. The knowledge presented is of particular interest to readers such as stormwater treatment design specialists, decision-makers and urban planners since these outcomes provide practical suggestions and recommendations for effective urban stormwater treatment design.
From Justice Department officials seizing people's homes based on mere rumors to the IRS and its master plan to prohibit the nation's self-employed from working for themselves to the perpetrators of the Waco siege, government officials are tearing the Bill of Rights to pieces. Today's citizen is now more likely than ever to violate some unknown law or regulation and be placed at the mercy of an administrator or politician hungering for publicity. Unfortunately, the only way many government agencies can measure their "public service" is by the number of citizens they harass, hinder, restrain, or jail. James Bovard's Lost Rights provides a highly entertaining analysis of the bloated excess of government and the plight of contemporary Americans beaten into submission by a horrible parody of the Founding Fathers' dream.
Thoroughly revised to include 25 conflicts not covered in the previous edition, as well as expanded and updated information on previous coverage, this illustrated reference presents descriptions and analyses of more than 170 significant post-World War II conflicts around the globe. Organized by region for ease of access, "Encyclopedia of Conflicts Since World War II, Second Edition" provides clear, in-depth explanations of events not covered in such detail in any other reference source. Including more than 180 detailed maps and 150 photos, the set highlights the conflicts that dominate today's headlines and the events that changed the course of late twentieth-century history.
How does an underground oddity become a cultural phenomenon? For over 40 years, the rock band Kiss has galvanized the entertainment world with an unparalleled blitz of bravado, theatricality, and shameless merchandizing, garnering generations of loyally rabid fans. But if not for a few crucial months in late 1975 and early 1976, Kiss may have ended up nothing more than a footnote. Shout It Out Loud is a serious examination of the circumstance and serendipity that fused the creation of the band's seminal work, Destroyer – including the band's arduous ascent to the unexpected smash hit, Alive!, the ensuing lawsuits between its management and its label, the pursuit of the hot, young producer, a grueling musical “boot camp ” the wildly creative studio abandon, the origins behind an iconic cover, the era's most outlandish tour, and the unlikely string of hit singles. Extensive research from the period and insights into each song are enhanced by hundreds of archived materials and dozens of interviews surrounding the mid-'70s-era Kiss and its zeitgeist. New interviews with major principals in the making of an outrageously imaginative rock classic animate this engaging tale.
The only available historical dictionary devoted exclusively to the 1940s, this book offers readers a ready-reference portrait of one of the twentieth century's most tumultuous decades. In nearly 600 concise entries, the volume quickly defines a historical figure, institution, or event, and then points readers to three sources that treat the subject in depth. In selecting topics for inclusion, the editors and authors offer a representative slice of life as contemporaneous Americans saw it - with coverage of people; movements; court cases; and economic, social, cultural, political, military, and technological changes. The book focuses chiefly on the United States, but places American lives and events firmly within a global context.
This research-based sequel to Leading Professional Learning Communities focuses on the practical process of implementing, improving, and sustaining PLCs. Appropriate for groups at all stages of PLC development, this field book helps educators improve PLC operations by facilitating individual and group development and growth. The authors provide learning opportunities that generate conversations about adult learning and contribute to supportive conditions that strengthen teacher quality and raise student outcomes.
This original book describes the behavior of tropical cyclones in the South Pacific. It investigates the broad range of disturbance effects these violent storms have on the physical environments of the islands that lie in their path and the people who live on them. It is the first book to link these two themes – the characteristics of cyclones and their landscape impacts. Examples and illustrations are drawn widely from across the region, resulting in a highly readable volume.
Concepts in Male Health: Perspectives Across the Lifespan Concepts in Male Health: Perspectives Across the Lifespan offers a practical approach to understanding the health of males of all races, ethnicities, socioeconomic status, cultures, ages, and orientations. Each chapter of this book comprehensively reviews an important dimension of male health and examines the contributing historical, epidemiological, psychosocial, cultural-ethical, legal, political, and economic influences. The diverse range of topics allows for complete coverage ranging from body structures—and sexuality to aggression and occupational health. The book contains the most recent research and evidence-based science and addresses issues in male health throughout the lifespan in an easy-to-understand format. Learning objectives are presented in an accessible format and reflect real life situations. Review questions provided at the end of each chapter address health-specific content included in the chapter and span both the scope and the breadth of the information. This book is ideal for programs in health education, public health, community health nursing, gender studies, and other health sciences.
If you inquire into the origins of the novel long enough," writes James Tatum in the preface to this work, ". . . you will come to the fourth century before our era and Xenophon's Education of Cyrus, or the Cyropaedia." The Cyrus in question is Cyrus the Great, the founder of the Persian empire celebrated in the Book of Ezra as the liberator of Israel, and the Cyropaedia, written to instruct future rulers by his example, became not only an inspiration to poets and novelists but a profoundly influential political work. With Alexander as its earliest student, and Elizabeth I of England one of its later pupils, it was the founding text for the tradition of "mirrors for princes" in the West, including Machiavelli's Prince. Xenophon's masterpiece has been overlooked in recent years: Tatum's goal is to make it fully meaningful for the twentieth-century reader. To accomplish this aim, he uses reception study, philological and historical criticism, and an intertextual and structural analysis of the narrative. Engaging the fictional and the political in a single reading, he explains how the form of the work allowed Xenophon to transcend the limitations of historical writing, although in the end the historian's passion for truth forced him to subvert the work in a controversial epilogue. Originally published in 1989. The Princeton Legacy Library uses the latest print-on-demand technology to again make available previously out-of-print books from the distinguished backlist of Princeton University Press. These editions preserve the original texts of these important books while presenting them in durable paperback and hardcover editions. The goal of the Princeton Legacy Library is to vastly increase access to the rich scholarly heritage found in the thousands of books published by Princeton University Press since its founding in 1905.
When originally published, A New History of Kentucky provided a comprehensive study of the Commonwealth, bringing it to life by revealing the many faces, deep traditions, and historical milestones of the state. With new discoveries and findings, the narrative continues to evolve, and so does the telling of Kentucky's rich history. In this second edition, authors James C. Klotter and Craig Thompson Friend provide significantly revised content with updated material on gender politics, African American history, and cultural history. This wide-ranging volume includes a full overview of the state and its economic, educational, environmental, racial, and religious histories. At its essence, Kentucky's story is about its people -- not just the notable and prominent figures but also lesser-known and sometimes overlooked personalities. The human spirit unfolds through the lives of individuals such as Shawnee peace chief Nonhelema Hokolesqua and suffrage leader Madge Breckinridge, early land promoter John Filson, author Wendell Berry, and Iwo Jima flag--raiser Private Franklin Sousley. They lived on a landscape defined by its topography as much as its political boundaries, from Appalachia in the east to the Jackson Purchase in the west, and from the Walker Line that forms the Commonwealth's southern boundary to the Ohio River that shapes its northern boundary. Along the journey are traces of Kentucky's past -- its literary and musical traditions, its state-level and national political leadership, and its basketball and bourbon. Yet this volume also faces forthrightly the Commonwealth's blemishes -- the displacement of Native Americans, African American enslavement, the legacy of violence, and failures to address poverty and poor health. A New History of Kentucky ranges throughout all parts of the Commonwealth to explore its special meaning to those who have called it home. It is a broadly interpretive, all-encompassing narrative that tells Kentucky's complex, extensive, and ever-changing story.
This eBook features the unabridged text of ‘Finnegans Wake’ from the bestselling edition of ‘The Complete Works of James Joyce’. Having established their name as the leading publisher of classic literature and art, Delphi Classics produce publications that are individually crafted with superior formatting, while introducing many rare texts for the first time in digital print. The Delphi Classics edition of Joyce includes original annotations and illustrations relating to the life and works of the author, as well as individual tables of contents, allowing you to navigate eBooks quickly and easily. eBook features: * The complete unabridged text of ‘Finnegans Wake’ * Beautifully illustrated with images related to Joyce’s works * Individual contents table, allowing easy navigation around the eBook * Excellent formatting of the textPlease visit www.delphiclassics.com to learn more about our wide range of titles
Due to the scale and complexity of data sets currently being collected in areas such as health, transportation, environmental science, engineering, information technology, business and finance, modern quantitative analysts are seeking improved and appropriate computational and statistical methods to explore, model and draw inferences from big data. This book aims to introduce suitable approaches for such endeavours, providing applications and case studies for the purpose of demonstration. Computational and Statistical Methods for Analysing Big Data with Applications starts with an overview of the era of big data. It then goes onto explain the computational and statistical methods which have been commonly applied in the big data revolution. For each of these methods, an example is provided as a guide to its application. Five case studies are presented next, focusing on computer vision with massive training data, spatial data analysis, advanced experimental design methods for big data, big data in clinical medicine, and analysing data collected from mobile devices, respectively. The book concludes with some final thoughts and suggested areas for future research in big data. - Advanced computational and statistical methodologies for analysing big data are developed - Experimental design methodologies are described and implemented to make the analysis of big data more computationally tractable - Case studies are discussed to demonstrate the implementation of the developed methods - Five high-impact areas of application are studied: computer vision, geosciences, commerce, healthcare and transportation - Computing code/programs are provided where appropriate
This book presents new findings on intrinsic variability in pollutant build-up and wash-off processes by identifying the characteristics of underlying process mechanisms, based on the behaviour of various-sized particles. The correlation between build-up and wash-off processes is clearly defined using heavy metal pollutants as a case study. The outcome of this study is an approach developed to quantitatively assess process uncertainty, which makes it possible to mathematically incorporate the characteristics of variability in build-up and wash-off processes into stormwater quality models. In addition, the approach can be used to quantify process uncertainty as an integral aspect of stormwater quality predictions using common uncertainty analysis techniques. The information produced using enhanced modelling tools will promote more informed decision-making, and thereby help to improve urban stormwater quality.
This book presents a detailed analysis in relation to human health risk assessment of the main toxic chemical pollutants in urban stormwater generated from urban traffic and land use activities. The knowledge presented in this book was derived based on comprehensive experimental investigations including field sampling, laboratory testing, mathematical modelling, spatial analysis and multivariate and univariate statistical data analyses. The key highlights of the book include the quantitative assessment of the human health risk posed by key toxic chemical pollutants in urban stormwater and the development of linkages between risk and traffic and land use. Additionally, a suite of mathematical equations are presented to predict human health risk based on traffic and land use characteristics through mathematical modelling. These outcomes can significantly assist in effective stormwater risk management under changing traffic and land use in the urban environment. The knowledge presented is of particular interest to readers such as stormwater treatment design specialists, decision-makers and urban planners since these outcomes provide practical suggestions and recommendations for effective urban stormwater treatment design.
This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.
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