Big Data Analytics for Sensor-Network Collected Intelligence

機構典藏 > College of Engineering > Graduate Institute & Department of Computer Science and Information Engineering > Monograph > Item 987654321/109665

Please use this identifier to cite or link to this item: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/109665

Title:	Big Data Analytics for Sensor-Network Collected Intelligence
Authors:	Hui-Huang Hsu;Chuan-Yu Chang;Ching-Hsien Hsu
Date:	2017-02-08
Issue Date:	2017-02-25 02:11:04 (UTC+8)
Publisher:	Academic Press
Abstract:	Big Data Analytics for Sensor-Network Collected Intelligence explores state-of-the-art methods for using advanced ICT technologies to perform intelligent analysis on sensor collected data. The book shows how to develop systems that automatically detect natural and human-made events, how to examine people’s behaviors, and how to unobtrusively provide better services. It begins by exploring big data architecture and platforms, covering the cloud computing infrastructure and how data is stored and visualized. The book then explores how big data is processed and managed, the key security and privacy issues involved, and the approaches used to ensure data quality. In addition, readers will find a thorough examination of big data analytics, analyzing statistical methods for data analytics and data mining, along with a detailed look at big data intelligence, ubiquitous and mobile computing, and designing intelligence system based on context and situation.
Relation:	Intelligent Data Centric Systems
Appears in Collections:	[Graduate Institute & Department of Computer Science and Information Engineering] Monograph

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