Автор: Trevor Hastie; Robert Tibshirani; Jerome Friedman Название: The Elements of Statistical Learning ISBN: 0387848576 ISBN-13(EAN): 9780387848570 Издательство: Springer Рейтинг: Цена: 10480.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This major new edition features many topics not covered in the original, including graphical models, random forests, and ensemble methods. As before, it covers the conceptual framework for statistical data in our rapidly expanding computerized world.
Автор: David J. C. MacKay Название: Information Theory, Inference and Learning Algorithms ISBN: 0521642981 ISBN-13(EAN): 9780521642989 Издательство: Cambridge Academ Рейтинг: Цена: 9029.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This exciting and entertaining textbook is ideal for courses in information, communication and coding. It is an unparalleled entry point to these subjects for professionals working in areas as diverse as computational biology, data mining, financial engineering and machine learning.
Автор: Christopher M. Bishop Название: Pattern Recognition and Machine Learning ISBN: 0387310738 ISBN-13(EAN): 9780387310732 Издательство: Springer Рейтинг: Цена: 11878.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: 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.
Автор: Malley Название: Statistical Learning for Biomedical Data ISBN: 0521699096 ISBN-13(EAN): 9780521699099 Издательство: Cambridge Academ Рейтинг: Цена: 6494.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Biomedical researchers need machine learning techniques to make predictions such as survival/death or response to treatment when data sets are large and complex. This highly motivating introduction to these machines explains underlying principles in nontechnical language, using many examples and figures, and connects these new methods to familiar techniques.
Автор: Benz, Arthur Название: Constitutional Policy in Multilevel Government ISBN: 0198786077 ISBN-13(EAN): 9780198786078 Издательство: Oxford Academ Рейтинг: Цена: 15523.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This volume compares processes of constitutional reform in federal and regionalized states.
Автор: Tsesis, Alexander, Название: Constitutional ethos : ISBN: 0199359849 ISBN-13(EAN): 9780199359844 Издательство: Oxford Academ Рейтинг: Цена: 7047.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Constitutional Ethos persuasively demonstrates the relevance of the Declaration of Independence and U.S. Constitution`s Preamble to constitutional interpretation. Tsesis skillfully uses history, doctrine, and philosophical analysis to demonstrate the relevance of principle to the resolution of contemporary legal issues from healthcare, to campaign financing, and public accommodation law.
Описание: Charting the history and analytical underpinnings of comparative constitutional inquiry, this book probes the various types, aims, and methodologies of engagement with the constitutive laws of others through the ages. It explores how and why comparative constitutional inquiry has been and ought to be pursued by academics and jurists worldwide.
Автор: Larik Joris Название: Foreign Policy Objectives in European Constitutional Law ISBN: 0198736398 ISBN-13(EAN): 9780198736394 Издательство: Oxford Academ Рейтинг: Цена: 19008.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Presenting the first comprehensive account of foreign policy objectives as a growing part of European constitutional law, this book examines the nature, functions, and potential of these objectives by approaching EU external relations law through both comparative constitutional analysis and international relations theory.
Автор: Thompson, Brian; Allen, Michael Название: Cases and Materials on Constitutional and Administrative Law ISBN: 0199217777 ISBN-13(EAN): 9780199217779 Издательство: Oxford Academ Рейтинг: Цена: 4750.00 р. Наличие на складе: Поставка под заказ.
Описание: This new edition of Cases and Materials on Constitutional and Administrative Law provides an updated collection of cases, statutes and materials that define and illustrate the main principles of the subject. It is supplemented throughout by commentary and questions which assist and stimulate the reader to engage with the subject matter.
A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications.
Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical and mathematical material is augmented with explanatory worked examples, and case studies illustrate the application of these models in the broader business context.
After discussing the trajectory from data to insight to decision, the book describes four approaches to machine learning: information-based learning, similarity-based learning, probability-based learning, and error-based learning. Each of these approaches is introduced by a nontechnical explanation of the underlying concept, followed by mathematical models and algorithms illustrated by detailed worked examples. Finally, the book considers techniques for evaluating prediction models and offers two case studies that describe specific data analytics projects through each phase of development, from formulating the business problem to implementation of the analytics solution. The book, informed by the authors' many years of teaching machine learning, and working on predictive data analytics projects, is suitable for use by undergraduates in computer science, engineering, mathematics, or statistics; by graduate students in disciplines with applications for predictive data analytics; and as a reference for professionals.
Автор: Pfander, James E., Название: Constitutional torts and the War on Terror / ISBN: 0190495286 ISBN-13(EAN): 9780190495282 Издательство: Oxford Academ Рейтинг: Цена: 12514.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Constitutional Torts and the War on Terror examines the judicial response to human rights claims arising from the Bush Administration's war on terror. Despite widespread agreement that the Administration's program of extraordinary rendition, prolonged detention, and enhanced interrogation was torture by another name, not a single federal appellate court has confirmed an award of damages to the program's victims. The silence of the federal courts leaves victims without redress and the constitutional limits on government action undefined. Many of the suits seeking redress have been based on the landmark 1971 Supreme Court decision in Bivens v. Six Unknown Named Agents of the Federal Bureau of Narcotics. This book traces the history of common law accountability, the rise of Bivens claims, and the post-Bivens history of constitutional tort litigation. After evaluating the failure of Bivens litigation arising from the war on terror, the book considers and rejects the arguments that have been put forward to explain and justify judicial silence. The book provides the Supreme Court with the tools needed to rethink its Bivens jurisprudence. Rather than treating the overseas national security context as disabling, modern federal courts should take a page from the nineteenth century, presume the viability of tort litigation, and proceed to the merits. Only by doing so can the federal courts ensure redress for victims and prevent future Administrations from using torture as an instrument of official policy.
Автор: Bockenforde, Ernst-Wolfgang Название: Constitutional and political theory : ISBN: 0198714963 ISBN-13(EAN): 9780198714965 Издательство: Oxford Academ Рейтинг: Цена: 16236.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: In this representative edition of Ernst-Wolfgang Boeckenfoerde`s definitive work in constitutionalism, law, and politics, readers have access to the legal discourse of one of Germany`s leading contemporary theorists and former judge of the federal constitutional court, available in the English language for the first time.
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