Big Data and Networks Technologies
暫譯: 大數據與網路技術
Farhaoui, Yousef
- 出版商: Springer
- 出版日期: 2019-07-18
- 售價: $7,920
- 貴賓價: 9.5 折 $7,524
- 語言: 英文
- 頁數: 372
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3030236714
- ISBN-13: 9783030236717
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相關分類:
大數據 Big-data
海外代購書籍(需單獨結帳)
相關主題
商品描述
This book reviews the state of the art in big data analysis and networks technologies. It addresses a range of issues that pertain to: signal processing, probability models, machine learning, data mining, databases, data engineering, pattern recognition, visualization, predictive analytics, data warehousing, data compression, computer programming, smart cities, networks technologies, etc. Data is becoming an increasingly decisive resource in modern societies, economies, and governmental organizations. In turn, data science inspires novel techniques and theories drawn from mathematics, statistics, information theory, computer science, and the social sciences. All papers presented here are the product of extensive field research involving applications and techniques related to data analysis in general, and to big data and networks technologies in particular.
Given its scope, the book will appeal to advanced undergraduate and graduate students, postdoctoral researchers, lecturers and industrial researchers, as well general readers interested in big data analysis and networks technologies.
商品描述(中文翻譯)
本書回顧了大數據分析和網絡技術的最新進展。它涉及一系列與以下主題相關的問題:信號處理、概率模型、機器學習、數據挖掘、數據庫、數據工程、模式識別、可視化、預測分析、數據倉儲、數據壓縮、計算機編程、智慧城市、網絡技術等。數據在現代社會、經濟和政府組織中正變得越來越重要,成為一個決定性的資源。反過來,數據科學啟發了來自數學、統計學、信息理論、計算機科學和社會科學的新技術和理論。本書中所呈現的所有論文均為廣泛的實地研究成果,涉及與數據分析相關的應用和技術,特別是大數據和網絡技術。
考慮到其範疇,本書將吸引高年級本科生、研究生、博士後研究人員、講師和工業研究人員,以及對大數據分析和網絡技術感興趣的一般讀者。