An introduction to statistical data mining, Data Analysis and Data Mining is both textbook and professional resource. Assuming only a basic knowledge of statistical reasoning, it presents core concepts in data mining and exploratory statistical models to students and professional statisticians-both those working in communications and those working in a technological or scientific capacity-who have a limited knowledge of data mining. This book presents key statistical concepts by way of case studies, giving readers the benefit of learning from real problems and real data. Aided by a diverse range of statistical methods and techniques, readers will move from simple problems to complex problems. Through these case studies, authors Adelchi Azzalini and Bruno Scarpa explain exactly how statistical methods work; rather than relying on the "push the button" philosophy, they demonstrate how to use statistical tools to find the best solution to any given problem. Case studies feature current topics highly relevant to data mining, such web page traffic; the segmentation of customers; selection of customers for direct mail commercial campaigns; fraud detection; and measurements of customer satisfaction. Appropriate for both advanced undergraduate and graduate students, this much-needed book will fill a gap between higher level books, which emphasize technical explanations, and lower level books, which assume no prior knowledge and do not explain the methodology behind the statistical operations.
The Construction Manuals from Edition Detail are among the most important reference works in the specialist literature. The latest volume shows the potential of the material concrete and documents comprehensively the technical principles of using concrete in construction. Chapters cover the history of the material, the properties of concrete, reinforced concrete, and prestressed concrete, the treatment of its surface. Also covered are the basic principles of statics for large and small structures, and the building requirements with respect to heat, damp, sound-proofing and fire protection according to the most recent norms and standards. Finally a large number of built examples are presented from illustrations of the complete structure down to detailed plans, showing the broad spectrum of applications for concrete in contemporary building. All plans have been specially produced by the editorial department Detail for this book and for ease of comparison, they have been drawn to the same scale.
The notion that there is no alternative to capitalism emerged after the fall of the Berlin Wall and made rapid headway due to increasing economic globalisation. More recently, this belief that there is no viable alternative has held firm despite the financial crisis, high unemployment levels and an ever-increasing gap between rich and poor. However, since the appearance of Benjamin Ward’s seminal 1958 article, economic theorists have been developing a workable alternative: a system of self-managed firms. The core argument outlined in this book is that a well-organised system of producer cooperatives would give rise to a new mode of production and, ultimately, a genuinely socialist society. This argument is developed through three key steps. First, following on from Jaroslav Vanek’s definition, it is argued that a ‘Labour-Managed Firm’, a firm which strictly segregates capital incomes from labour incomes, would implement a new production mode because it would reverse the pre-existing relation between capital and labour. Second, given that a system of these ‘Labour-Managed Firm’ cooperatives would reverse the capital-labour relationship, it is suggested that this would constitute a form of market socialism. Third, it is argued that compared to capitalism a system of producer cooperatives offers a wealth of advantages, including the potential for efficiency gains, the eradication of unemployment and the end of exploitation. Ultimately, this book concludes that self-management could take the place of central planning in Marxist visions for the future.
This book argues that capitalism cannot be said to be truly democratic and that a system of producer cooperatives, or democratically managed enterprises, is needed to give rise to a new mode of production which is genuinely socialist and fully consistent with the ultimate rationale underlying Marx’s theoretical approach. The proposition that firms should be run by the workers on their own, was endorsed by John Dewey, the greatest social thinker of the twentieth century, but is also shared by Marxists such as Anton Pannekoek, Karl Korsch, Angelo Tasca, Antonio Gramsci and Richard Wolff. This book explores the history of this argument taking in concepts from economic and political thought including historical materialism, cooperation, utopianism and economic democracy. The book will be of significant interest to scholars and students of political economy, Marxism, socialism, history of economic thought and political theory.
Published in London in 1584, The Expulsion of the Triumphant Beast is Giordano Bruno’s first work of moral philosophy. It is dedicated with a long Explicatory Letter to Elizabeth I’s most cultured courtier, Sir Philip Sidney. It is a book about moral reform, expelling the beasts of evil, and putting virtues in their place. Its theme is presented as an allegorical drama in which ancient myths assume modern meanings questioning the ways in which moral and religious reform have been conceived in both the ancient world and the cultures of Renaissance Europe. This new Italian text, based on the original printed text of 1584 held in the British Library, presents a less modernized version than those presently available, while maintaining a modern page format. The aim is to provide a text closer to the sound of Bruno’s original mix of classical Tuscan Italian and Neapolitan dialectical forms. This edition also presents a new translation designed to render Bruno’s complex and baroque Italian into easily readable modern English. Hilary Gatti introduces The Expulsion of the Triumphant Beast, underlining Bruno’s meta-literary reflection on the nature of allegory and myth as well as the dramatic structure of his text. Drama, philosophy, and religion combine in this work to give an epic dimension to the perennial cosmic battle between evil and good.
A great difficulty facing a biographer of Cauchy is that of delineating the curious interplay between the man, his times, and his scientific endeavors. Professor Belhoste has succeeded admirably in meeting this challenge and has thus written a vivid biography that is both readable and informative. His subject stands out as one of the most brilliant, versatile, and prolific fig ures in the annals of science. Nearly two hundred years have now passed since the young Cauchy set about his task of clarifying mathematics, extending it, applying it wherever possible, and placing it on a firm theoretical footing. Through Belhoste's work we are afforded a detailed, rather personalized picture of how a first rate mathematician worked at his discipline - his strivings, his inspirations, his triumphs, his failures, and above all, his conflicts and his errors.
On 19 April 1940 Celso Costantini prophetically wrote in his diary that if Italy followed Hitler into war, it would be allying itself with the "Anti-Christ." Within weeks, Mussolini's fascist regime plunged Italy into the destructive maelstrom of global military conflict. The ensuing years brought world war, the fall of fascism, occupation, liberation, and the emergence of a new political order. The Secrets of a Vatican Cardinal is an extraordinary and detailed behind-the-scenes account of crucial episodes in Europe's wartime history from a unique vantage point: the Vatican and the Eternal City. Costantini, a close advisor to Pope Pius XII, possessed a perspective few of his contemporaries could match. His diaries offer new insights into the great issues of the time - the Nazi occupation, the fall of Mussolini, the tumultuous end of the Italian monarchy, the birth of republican democracy in Italy, and the emergence of a new international order - while also recounting heartbreaking stories of the suffering, perseverance, and heroism of ordinary people. Less than a century later, with the world's attention gripped by the first papal resignation in six hundred years, The Secrets of a Vatican Cardinal presents a clear-eyed, fascinating, and complex portrait of the Roman Catholic Church's recent history.
Teaching Files are one of the hallmarks of radiology education, providing the kind of personal consultation with experts normally found only in the setting of a teaching hospital. This teaching file contains 164 cases, covering all areas of head and neck imaging. A consistent format is used to present each case. Chapters are organized by anatomical region. Included are cases on the temporal bone, skull base, eye and orbit, sinuses and nasal cavity, neck, trachea, salivary glands, hypopharynx and cervical esophagus, oropharynx and larynx. The book can be used both as an independent study and review tool for board-exam preparation and as a companion to Dr. Mancuso's majesterial, two-volume text, "Head and Neck Radiology" (2010), chapters from which are referenced following each case for further reading. The cases follow a standard format popular with residents and fellows: clinical presentation, questions, findings, differential diagnosis, diagnosis, discussion, questions for further thought, reporting responsibilities, and a section on what the treating physician needs to know. Cases conclude with answers to the questions. This format emphasizes critical thinking within a clinical context, to build medical decision-making skills. A password-protected companion website, free to purchasers of the book, includes all of the cases for online review.
A good portion of this book has been devoted to the copper-dependent enzymes, these being the more numerous. The chapter dealing with serum amine oxidases also focuses attention on their catalytic mechanism, as these enzymes have been studied in greater depth.As the presentation of topics whose experimental basis is rapidly developing is likely to stimulate the reader‘s interest, many bibliographic references have been included.Readers could find this book poor, as far as many topics are dealt with in a relatively little space, but we believe it essential to trace the background of our present knowledge in the field of amine oxidases, stressing the future outlook of research on these enzymes, for they are becoming more and more important in general and medical biochemistry.
This introductory guide provides a thorough explanation of the mathematics and algorithms used in standard data analysis techniques within systems biology, biochemistry, and biophysics. Each part of the book covers the mathematical background and practical applications of a given technique. Readers will gain an understanding of the mathematical and algorithmic steps needed to use these software tools appropriately and effectively, as well how to assess their specific circumstance and choose the optimal method and technology. Ideal for students planning for a career in research, early-career researchers, and established scientists undertaking interdisciplinary research.
No longer merely a subspecialty, pediatric anesthesia is now a professional entity in its own right, as is amply demonstrated in this comprehensive addition to the medical and surgical literature. Pediatric Anesthesia: Basic Principles-State of the Art-Future comprises the contributions of 150 experts in the field from all over the world, providing this book with a truly global perspective. This textbook will help anesthesiologists already interested in pediatric anesthesia to the knowledge and skills inherent to the safe practice of anesthesia for infants and children.
This atlas examines developments in clinical en face imaging, comparing methods and devices and evaluating the most clinically efficient techniques. Divided into three sections, the first part introduces the principles of OCT (optical coherence tomography) and the anatomy and histology of the retina and surrounding area. The second section discusses en face OCT in diagnosing and treating different ocular diseases and disorders. More than 1000 pathological images obtained using different OCT devices are included. The final part describes future developments in the technological and scientific aspects of OCT and their clinical applications. Key points Evaluates clinical en face OCT techniques for numerous ocular diseases and disorders Each case includes pathological images from different devices for comparison Internationally-recognised European and US author and editor team
This book illustrates and discusses the major points of the economic theory of producer cooperatives, its evolution since the 1950s and links with Marxian theory. Most importantly, this book demonstrates that a system of producer cooperatives offers a wealth of advantages compared to capitalism. There is general agreement that the main benefit of this form of economic democracy is that people allowed to freely pursue their interests are happier than those acting on somebody else's instruction. The author argues that a system of democratic firms would eradicate classical (high-wage) unemployment and scale down both Keynesian and structural unemployment levels.
Bringing together cultural history, visual studies, and media archaeology, Bruno considers the interrelations of projection, atmosphere, and environment. Projection has long been transforming space, from shadow plays to camera obscuras and magic lantern shows. Our fascination with projection is alive on the walls of museums and galleries and woven into our daily lives. Giuliana Bruno explores the histories of projection and atmosphere in visual culture and their continued importance to contemporary artists who are reinventing the projective imagination with atmospheric thinking and the use of elemental media. To explain our fascination with projection and atmosphere, Bruno traverses psychoanalysis, environmental philosophy, architecture, the history of science, visual art, and moving image culture to see how projective mechanisms and their environments have developed over time. She reveals how atmosphere is formed and mediated, how it can change, and what projection can do to modify a site. In so doing, she gives new life to the alchemic possibilities of transformative projective atmospheres. Showing how their “environmentality” produces sites of exchange and relationality, this book binds art to the ecology of atmosphere.
Divided into two parts, this book discusses various aspects of bone SPECT/CT of ankle and foot.The first part is dedicated to foot and ankle pathology and concisely presents those disorders most frequently detected with a bone scan. The authors also describe common pathologies that cannot be diagnosed with bone scans, such as Morton’s neuroma, but which nuclear physicians need to recognize. Orthopedic surgeons’ expectancies are highlighted and several bone scan studies of clinical interest are presented.The second part is devoted to anatomy: bones, articulations and all relevant anatomical structures that are necessary to interpret a bone scan of the ankle and foot are described by means of anatomical illustrations with captions.At the end of the last decade, hybrid scanners with the ability to acquire single-photon emission computed tomoscintigraphy (SPECT) and multislice CT data simultaneously were introduced, thus opening a wide range of perspectives for nuclear physicians. Like their radiologist colleagues in the early 1990s, nuclear physicians have discovered pathologies that they were unaware of and have visualized increased tracer uptakes that they were previously unable to detect. This book, written by nuclear physicians and orthopedic surgeons specialized in the foot and ankle, will increase understanding of this whole new semiology.The internationally recognized Terminologia Anatomica has been used for the nomenclature of anatomical structures.
This book introduces the specific statistical methods and models involved in data mining, targeting students and professionals with a a basic knowledge of statistical reasoning.
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