【预订】Machine Learning Techniques for Space Weather 9780128117 美国库房发货,通常付款后3-5周到货!
Product Details 基本信息 ISBN-13 书号 9780128117880 Author 作者 Camporeale, Enrico Format 版本 平装-胶订 Pages Number 页数 400页 Publication Date 出版日期 2018-06-01 Language 语种 英语 Book Contents 内容简介 Machine Learning Techniques for Space Weather provides a thorough and accessible presentation of machine learning techniques that can be employed by space weather professionals. Additionally, it presents an overview of real-world applications in space science to the machine learning community, offering a bridge between the fields. As this volume demonstrates, real advances in space weather can be gained using nontraditional approaches that take into account nonlinear and complex dynamics, including information theory, nonlinear auto-regression models, neural networks and clustering algorithms. Offering practical techniques for translating the huge amount of information hidden in data into useful knowledge that allows for bett
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