Computational Learning Approaches to Data Analytics in Biomedical Applications provides a unified framework for biomedical data analysis using varied machine learning and statistical techniques. It presents insights on biomedical data processing, innovative clustering algorithms and techniques, and connections between statistical analysis and clustering. The book introduces and discusses the major problems relating to data analytics, provides a review of influential and state-of-the-art learning algorithms for biomedical applications, reviews cluster validity indices and how to select the appropriate index, and includes an overview of statistical methods that can be applied to increase confidence in the clustering framework and analysis of the results obtained. - Includes an overview of data analytics in biomedical applications and current challenges - Updates on the latest research in supervised learning algorithms and applications, clustering algorithms and cluster validation indices - Provides complete coverage of computational and statistical analysis tools for biomedical data analysis - Presents hands-on training on the use of Python libraries, MATLAB® tools, WEKA, SAP-HANA and R/Bioconductor
This essential companion provides a comprehensive study of the literature on the causes, course, and consequences of the Korean War, 1950-1953. Aimed primarily at readers with a special interest in military history and contemporary conflict studies, the authors summarize and analyze the key research issues in what for years was known as the 'Forgotten War.' The book comprises three main thematic parts, each with chapters ranging across a variety of crucial topics covering the background, conduct, clashes, and outcome of the Korean War. The first part sets the historical stage, with chapters focusing on the main participants. The second part provides details on the tactics, equipment, and logistics of the belligerents. Part III covers the course of the war, with each chapter addressing a key stage of the fighting in chronological order. The enormous increase in writings on the Korean War during the last thirty years, following the release of key primary source documents, has revived and energized the interest of scholars. This essential reference work not only provides an overview of recent research, but also assesses what impact this has had on understanding the war.
New York Times bestseller: The true story of the WWII naval battle portrayed in the Roland Emmerich film is “something special among war histories” (Chicago Sun-Times). Six months after Pearl Harbor, the seemingly invincible Imperial Japanese Navy prepared a decisive blow against the United States. After sweeping through Asia and the South Pacific, Japan’s military targeted the tiny atoll of Midway, an ideal launching pad for the invasion of Hawaii and beyond. But the US Navy would be waiting for them. Thanks to cutting-edge code-breaking technology, tactical daring, and a significant stroke of luck, the Americans under Adm. Chester W. Nimitz dealt Japan’s navy its first major defeat in the war. Three years of hard fighting remained, but it was at Midway that the tide turned. This “stirring, even suspenseful narrative” is the first book to tell the story of the epic battle from both the American and Japanese sides (Newsday). Miracle at Midway reveals how America won its first and greatest victory of the Pacific war—and how easily it could have been a loss.
As its name implies, the Reformed tradition grew out of the 16th century Protestant Reformation. The Reformed churches consider themselves to be the Catholic Church reformed. The movement originated in the reform efforts of Huldrych Zwingli (1484-1531) of Zurich and John Calvin (1509-1564) of Geneva. Although the Reformed movement was dependent upon many Protestant leaders, it was Calvin's tireless work as a writer, preacher, teacher, and social and ecclesiastical reformer that provided a substantial body of literature and an ethos from which the Reformed tradition grew. Today, the Reformed churches are a multicultural, multiethnic, and multinational phenomenon. The second edition of the Historical Dictionary of the Reformed Churches contains information on the major personalities, events, facts, movements, and beliefs of the Reformed churches. This is done through a list of acronyms and abbreviations, a chronology, an introductory essay, appendixes, a bibliography, and over 800 cross-referenced dictionary entries on leaders, personalities, events, facts, movements, and beliefs of the Reformed churches.
The Art of Computer Programming, Volume 4A: Combinatorial Algorithms, Part 1 Knuth’s multivolume analysis of algorithms is widely recognized as the definitive description of classical computer science. The first three volumes of this work have long comprised a unique and invaluable resource in programming theory and practice. Scientists have marveled at the beauty and elegance of Knuth’s analysis, while practicing programmers have successfully applied his “cookbook” solutions to their day-to-day problems. The level of these first three volumes has remained so high, and they have displayed so wide and deep a familiarity with the art of computer programming, that a sufficient “review” of future volumes could almost be: “Knuth, Volume n has been published.” –Data Processing Digest Knuth, Volume n has been published, where n = 4A. In this long-awaited new volume, the old master turns his attention to some of his favorite topics in broadword computation and combinatorial generation (exhaustively listing fundamental combinatorial objects, such as permutations, partitions, and trees), as well as his more recent interests, such as binary decision diagrams. The hallmark qualities that distinguish his previous volumes are manifest here anew: detailed coverage of the basics, illustrated with well-chosen examples; occasional forays into more esoteric topics and problems at the frontiers of research; impeccable writing peppered with occasional bits of humor; extensive collections of exercises, all with solutions or helpful hints; a careful attention to history; implementations of many of the algorithms in his classic step-by-step form. There is an amazing amount of information on each page. Knuth has obviously thought long and hard about which topics and results are most central and important, and then, what are the most intuitive and succinct ways of presenting that material. Since the areas that he covers in this volume have exploded since he first envisioned writing about them, it is wonderful how he has managed to provide such thorough treatment in so few pages. –Frank Ruskey, Department of Computer Science, University of Victoria The book is Volume 4A, because Volume 4 has itself become a multivolume undertaking. Combinatorial searching is a rich and important topic, and Knuth has too much to say about it that is new, interesting, and useful to fit into a single volume, or two, or maybe even three. This book alone includes approximately 1500 exercises, with answers for self-study, plus hundreds of useful facts that cannot be found in any other publication. Volume 4A surely belongs beside the first three volumes of this classic work in every serious programmer’s library. Finally, after a wait of more than thirty-five years, the first part of Volume 4 is at last ready for publication. Check out the boxed set that brings together Volumes 1 - 4A in one elegant case, and offers the purchaser a $50 discount off the price of buying the four volumes individually. Ebook (PDF version) produced by Mathematical Sciences Publishers (MSP),http://msp.org The Art of Computer Programming, Volumes 1-4A Boxed Set, 3/e ISBN: 0321751043
Day-to-day naval actions from October 1940 through May 1941. Provides detailed information on movements of all identifiable vessels of Allied, Axis, and neutral countries, plus convoy movements and minefields. Information is broken down by month, then by geographical area, date, and time. This series is an invaluable source for historians, students, and anyone interested in the naval history of World War II.
Discussions topics such as the right to information and free expression in different countries, the Internet, the Bill of Rights, censorship, plagiarism, book burning, and how to responsibly present information and use various electronic sources.
Finally, after a wait of more than thirty-five years, the first part of Volume 4 is at last ready for publication. Check out the boxed set that brings together Volumes 1 - 4A in one elegant case, and offers the purchaser a $50 discount off the price of buying the four volumes individually. The Art of Computer Programming, Volumes 1-4A Boxed Set, 3/e ISBN: 0321751043 Art of Computer Programming, Volume 4, Fascicle 4,The: Generating All Trees--History of Combinatorial Generation: Generating All Trees--History of Combinatorial Generation This multivolume work on the analysis of algorithms has long been recognized as the definitive description of classical computer science.The three complete volumes published to date already comprise a unique and invaluable resource in programming theory and practice. Countless readers have spoken about the profound personal influence of Knuth's writings. Scientists have marveled at the beauty and elegance of his analysis, while practicing programmers have successfully applied his “cookbook” solutions to their day-to-day problems. All have admired Knuth for the breadth, clarity, accuracy, and good humor found in his books. To begin the fourth and later volumes of the set, and to update parts of the existing three, Knuth has created a series of small books called fascicles, which will be published at regular intervals. Each fascicle will encompass a section or more of wholly new or revised material. Ultimately, the content of these fascicles will be rolled up into the comprehensive, final versions of each volume, and the enormous undertaking that began in 1962 will be complete. Volume 4, Fascicle 4 This latest fascicle covers the generation of all trees, a basic topic that has surprisingly rich ties to the first three volumes of The Art of Computer Programming. In thoroughly discussing this well-known subject, while providing 124 new exercises, Knuth continues to build a firm foundation for programming. To that same end, this fascicle also covers the history of combinatorial generation. Spanning many centuries, across many parts of the world, Knuth tells a fascinating story of interest and relevance to every artful programmer, much of it never before told. The story even includes a touch of suspense: two problems that no one has yet been able to solve.
Demanding surgical situations require expert advice from pioneers in the field as well as from those on the front lines of trauma care. Practical and evidence-based, Current Therapy of Trauma and Surgical Critical Care, 2nd Edition, draws on the experience of Drs. Juan A. Asensio and Donald D. Trunkey to offer a comprehensive, contemporary summary of the treatment and post-operative management of traumatic injuries. The concise format makes it ideally suited for everyday use, and new, full-color illustrations highlight the most important aspects of urgent surgical care, including ventilator management, damage control, noninvasive techniques, imaging, infection control, dealing with mass casualties, and treating injuries induced by chemical and biological agents. - Prepare for the unexpected with practical, concise coverage of major surgical problems in trauma and critical care. - Get expert and up-to-date guidance on ventilator management, damage control, noninvasive techniques, imaging, infection control, dealing with mass casualties, treating injuries induced by chemical and biological agents, and much more. - Find the information you need quickly and easily through numerous illustrations, key points boxes, algorithms, and tables. - Get up to date with current developments in the use of endovascular stents for thoracic aortic injuries; the diagnosis of peripheral vascular injuries; new interventional imaging techniques and new uses for ultrasound; and new ventilator techniques such as HFJV and APRV. - Make the most of new antibiotics to improve control of surgical infection, learn to use new antifungal agents, and implement innovative therapies to combat both methicillin- and oxacillin-resistant organisms. - Benefit from tremendous recent advances in the field (often as a result of experience gained by military and civilian surgeons), including the development of damage control. - NEW! Expert Consult eBook version included with purchase. This enhanced eBook experience allows you to search all of the text, figures, and references from the book on a variety of devices.
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