Big Data Analytics: Methods and Applications
暫譯: 大數據分析:方法與應用
- 出版商: Springer
- 出版日期: 2016-10-21
- 售價: $6,330
- 貴賓價: 9.5 折 $6,014
- 語言: 英文
- 頁數: 276
- 裝訂: Hardcover
- ISBN: 8132236262
- ISBN-13: 9788132236269
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相關分類:
大數據 Big-data、Data Science
海外代購書籍(需單獨結帳)
商品描述
This book has a collection of articles written by Big Data experts to describe some of the cutting-edge methods and applications from their respective areas of interest, and provides the reader with a detailed overview of the field of Big Data Analytics as it is practiced today. The chapters cover technical aspects of key areas that generate and use Big Data such as management and finance; medicine and healthcare; genome, cytome and microbiome; graphs and networks; Internet of Things; Big Data standards; bench-marking of systems; and others. In addition to different applications, key algorithmic approaches such as graph partitioning, clustering and finite mixture modelling of high-dimensional data are also covered. The varied collection of themes in this volume introduces the reader to the richness of the emerging field of Big Data Analytics.
商品描述(中文翻譯)
本書收錄了由大數據專家撰寫的文章,描述了他們各自感興趣領域中的一些前沿方法和應用,並為讀者提供了當前大數據分析領域的詳細概述。各章節涵蓋了生成和使用大數據的關鍵領域的技術方面,例如管理與金融、醫學與醫療保健、基因組、細胞組和微生物組、圖形與網絡、物聯網、大數據標準、系統基準測試等。除了不同的應用外,還涵蓋了關鍵的算法方法,如圖形劃分、聚類和高維數據的有限混合建模。本卷中多樣的主題集合使讀者能夠體驗到新興的大數據分析領域的豐富性。