Автор: Terry Bossomaier; Lionel Barnett; Michael Harr?; J Название: An Introduction to Transfer Entropy ISBN: 3319432214 ISBN-13(EAN): 9783319432212 Издательство: Springer Рейтинг: Цена: 16769.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book considers a relatively new metric in complex systems, transfer entropy, derived from a series of measurements, usually a time series. After a qualitative introduction and a chapter that explains the key ideas from statistics required to understand the text, the authors then present information theory and transfer entropy in depth. A key feature of the approach is the authors' work to show the relationship between information flow and complexity. The later chapters demonstrate information transfer in canonical systems, and applications, for example in neuroscience and in finance.The book will be of value to advanced undergraduate and graduate students and researchers in the areas of computer science, neuroscience, physics, and engineering.
Описание: Provides information on the field of entropy measures and maximum entropy applications. This book covers topics in the areas of physical, biological, engineering and social sciences, such as information technology, soft computing, nonlinear systems or molecular biology. It is useful for researchers working in these different fields.
Автор: Nailong Wu Название: The Maximum Entropy Method ISBN: 3642644848 ISBN-13(EAN): 9783642644849 Издательство: Springer Рейтинг: Цена: 15672.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Forty years ago, in 1957, the Principle of Maximum Entropy was first intro- duced by Jaynes into the field of statistical mechanics. As well as continuing my research in MEM after graduation, I taught a course of the same name at the Graduate School, Chinese Academy of Sciences, Beijingfrom 1987to 1990.
Автор: Tiziano Squartini; Diego Garlaschelli Название: Maximum-Entropy Networks ISBN: 3319694367 ISBN-13(EAN): 9783319694368 Издательство: Springer Рейтинг: Цена: 7685.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A final chapter offers various overarching remarks and take-home messages.By requiring no prior knowledge of network theory, the book targets a broad audience ranging from PhD students approaching these topics for the first time to senior researchers interested in the application of advanced network techniques to their field.
Автор: Kenneth M. Hanson; Richard N. Silver Название: Maximum Entropy and Bayesian Methods ISBN: 9401062846 ISBN-13(EAN): 9789401062848 Издательство: Springer Рейтинг: Цена: 6986.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Proceedings of the Fifteenth International Workshop on Maximum Entropy and Bayesian Methods, Santa Fe, New Mexico, USA, 1995
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