Pattern Recognition and Machine Learning PDF Download

Author: Christopher M. Bishop
Publisher: Springer
ISBN: 9781493938438
Category : Computers
Languages : en
Pages : 0

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Book Description
This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. It uses graphical models to describe probability distributions when no other books apply graphical models to machine learning. No previous knowledge of pattern recognition or machine learning concepts is assumed. Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.

Author: Peter Boyle
Publisher:
ISBN: 9780198526872
Category : Law
Languages : en
Pages : 840

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Book Description
This book comprehensively covers the science and policy issues relevant to one of the major public health disasters of modern times. It pulls together the aetiology and burden of the myriad of tobacco related diseases with the successes and failures of tobacco control policies. The book looks at lessons learnt to help set health policy for reducing the burden of tobacco related diseases. The book also deals with the international public health policy issues which bear on control of the problem of tobacco use and which vary between continents. The editors are an international group distinguished in the field of tobacco related diseases, epidemiology, and tobacco control. The contributors are world experts drawn from the various clinical fields. This major reference text gives a unique overview of one of the major public health problems in both the developed and developing world. The book is directed at an international public health and epidemiology audience includng health economists and those interested in tobacco control.

Author: Edward Denison
Publisher: Academy Press
ISBN:
Category : Architecture
Languages : en
Pages : 264

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Book Description
Shanghai's illustrious history and phenomenal future is celebrated in this book, which examines the evolution of the city's architecture and urban form in order to contextualise the challenges facing the city today. The physical legacies that reflect Shanghai's uniqueness historically and contemporarily are examined chronologically using specific case studies of exemplary architecture interwoven in a compelling narrative that unlocks the many mysteries surrounding this amazing metropolis. Some of the most influential colonial architecture in the world, outstanding examples of Modernism and Art Deco, and an exceptional selection of eclectic and vernacular architecture reflecting Shanghai's many adopted cultures are revealed. This is the first book ever to examine this remarkable subject in a manner that is both comprehensive and captivating in its written content and stunningly illustrated with over 300 archive and contemporary photographs and maps.

Author: Ambrose S. Kibos
Publisher: Springer Science & Business Media
ISBN: 1447153162
Category : Medical
Languages : en
Pages : 678

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Book Description
This book covers all the major aspects associated with pathophysiological development of cardiac arrhythmias (covering enhanced or suppressed automaticity, triggered activity, or re-entry), from basic concepts through disease association, limitations of current pharmacotherapy and implant therapies and on-going trials and analysis of new biomarkers based on current knowledge of cellular interaction and signalling. The book describes novel and state-of-the-art methods for differentiating between the major types of arrhythmia, structural abnormalities and current practice guidelines and determination of risk stratification associated with sudden cardiac death. A particular focus is on arrhythmias associated with atrial fibrillation and includes details of associations with cardiac disease, current detection, analysis and imaging and future perspectives.​

Author: Charles Murray
Publisher: Harper Collins
ISBN: 0061745677
Category : History
Languages : en
Pages : 790

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Book Description
A sweeping cultural survey reminiscent of Barzun's From Dawn to Decadence. "At irregular times and in scattered settings, human beings have achieved great things. Human Accomplishment is about those great things, falling in the domains known as the arts and sciences, and the people who did them.' So begins Charles Murray's unique account of human excellence, from the age of Homer to our own time. Employing techniques that historians have developed over the last century but that have rarely been applied to books written for the general public, Murray compiles inventories of the people who have been essential to the stories of literature, music, art, philosophy, and the sciences—a total of 4,002 men and women from around the world, ranked according to their eminence. The heart of Human Accomplishment is a series of enthralling descriptive chapters: on the giants in the arts and what sets them apart from the merely great; on the differences between great achievement in the arts and in the sciences; on the meta-inventions, 14 crucial leaps in human capacity to create great art and science; and on the patterns and trajectories of accomplishment across time and geography. Straightforwardly and undogmatically, Charles Murray takes on some controversial questions. Why has accomplishment been so concentrated in Europe? Among men? Since 1400? He presents evidence that the rate of great accomplishment has been declining in the last century, asks what it means, and offers a rich framework for thinking about the conditions under which the human spirit has expressed itself most gloriously. Eye-opening and humbling, Human Accomplishment is a fascinating work that describes what humans at their best can achieve, provides tools for exploring its wellsprings, and celebrates the continuing common quest of humans everywhere to discover truths, create beauty, and apprehend the good.

Author: John Darrell Sherwood
Publisher: Createspace Independent Publishing Platform
ISBN: 9781523488766
Category : Vietnam War, 1961-1975
Languages : en
Pages : 0

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Book Description
"At the height of the U.S. Navy's involvement in the Vietnam War, the Navy's coastal and riverine forces included more than 30,000 Sailors and over 350 patrol vessels ranging in size from riverboats to destroyers. These forces developed the most extensive maritime blockade in modern naval history and fought pitched battles against Viet Cong units in the Mekong Delta and elsewhere. War in the Shallows explores the operations of the Navy's three inshore task forces from 1965 to 1968. It also delves into other themes such as basing, technology, tactics, and command and control. Finally, using oral history interviews, it reconstructs deckplate life in South Vietnam, focusing in particular on combat waged by ordinary Sailors. Vietnam was the bloodiest war in recent naval history and War in the Shallows strives above all else to provide insight into the men who fought it and honor their service and sacrifice"--Publisher description

Author: John Fauvel
Publisher: Springer Science & Business Media
ISBN: 0306472201
Category : Education
Languages : en
Pages : 456

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Book Description
This ground-breaking book investigates how the learning and teaching of mathematics can be improved through integrating the history of mathematics into all aspects of mathematics education: lessons, homework, texts, lectures, projects, assessment, and curricula. It draws upon evidence from the experience of teachers as well as national curricula, textbooks, teacher education practices, and research perspectives across the world. It includes a 300-item annotated bibliography of recent work in the field in eight languages.

Author: Anthony James Joes
Publisher: University Press of Kentucky
ISBN: 9780813127484
Category : History
Languages : en
Pages : 428

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Book Description
On December 26, 2004, a massive tsunami triggered by an underwater earthquake pummeled the coasts of Thailand, Indonesia, Sri Lanka, and other countries along the Indian Ocean. With casualties as far away as Africa, the aftermath was overwhelming: ships could be spotted miles inland; cars floated in the ocean; legions of the unidentified deadÑan estimated 225,000Ñwere buried in mass graves; relief organizations struggled to reach rural areas and provide adequate aid for survivors. Shortly after this disaster, researchers from around the world traveled to the regionÕs most devastated areas, observing and documenting the tsunamiÕs impact. The Indian Ocean Tsunami: The Global Response to a Natural Disaster offers the first analysis of the response and recovery effort. Editors Pradyumna P. Karan and S. Subbiah, employing an interdisciplinary approach, have assembled an international team of top geographers, geologists, anthropologists, and political scientists to study the environmental, economic, and political effects of the 2004 Indian Ocean tsunami. The volume includes chapters that address the tsunamiÕs geo-environmental impact on coastal ecosystems and groundwater systems. Other chapters offer sociocultural perspectives on religious power relations in South India and suggest ways to improve government agenciesÕ response systems for natural disasters. A clear and definitive analysis of the second deadliest natural disaster on record, The Indian Ocean Tsunami will be of interest to environmentalists and political scientists alike, as well as to planners and administrators of disaster-preparedness programs.

Author: Thomas P. McKenna
Publisher: University Press of Kentucky
ISBN: 0813140366
Category : History
Languages : en
Pages : 378

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Book Description
In the spring of 1972, North Vietnam invaded South Vietnam in what became known as the Easter Offensive. Almost all of the American forces had already withdrawn from Vietnam except for a small group of American advisers to the South Vietnamese armed forces. The 23rd ARVN Infantry Division and its American advisers were sent to defend the provincial capital of Kontum in the Central Highlands. They were surrounded and attacked by three enemy divisions with heavy artillery and tanks but, with the help of air power, managed to successfully defend Kontum and prevent South Vietnam from being cut in half and defeated. Although much has been written about the Vietnam War, little of it addresses either the Easter Offensive or the Battle of Kontum. In Kontum: The Battle to Save South Vietnam, Thomas P. McKenna fills this gap, offering the only in-depth account available of this violent engagement. McKenna, a U.S. infantry lieutenant colonel assigned as a military adviser to the 23rd Division, participated in the battle of Kontum and combines his personal experiences with years of interviews and research from primary sources to describe the events leading up to the invasion and the battle itself. Kontum sheds new light on the actions of U.S. advisers in combat during the Vietnam War. McKenna's book is not only an essential historical resource for America's most controversial war but a personal story of valor and survival.

Author: Stephen Owen
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 150150195X
Category : Literary Collections
Languages : en
Pages : 2741

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Book Description
The Complete Poetry of Du Fu presents a complete scholarly translation of Chinese literature alongside the original text in a critical edition. The English translation is more scholarly than vernacular Chinese translations, and it is compelled to address problems that even the best traditional commentaries overlook. The main body of the text is a facing page translation and critical edition of the earliest Song editions and other sources. For convenience the translations are arranged following the sequence in Qiu Zhao’an’s Du shi xiangzhu (although Qiu’s text is not followed). Basic footnotes are included when the translation needs clarification or supplement. Endnotes provide sources, textual notes, and a limited discussion of problem passages. A supplement references commonly used allusions, their sources, and where they can be found in the translation. Scholars know that there is scarcely a Du Fu poem whose interpretation is uncontested. The scholar may use this as a baseline to agree or disagree. Other readers can feel confident that this is a credible reading of the text within the tradition. A reader with a basic understanding of the language of Chinese poetry can use this to facilitate reading Du Fu, which can present problems for even the most learned reader.