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Predictive intelligence using big data and the internet of things[electronic resource] /

紀錄類型:	書目-電子資源 : Monograph/item
杜威分類號:	006.3
書名/作者:	Predictive intelligence using big data and the internet of things/ P.K. Gupta, Tuncer Ören, Mayank Singh.
其他作者:	Gupta, P. K.,
出版者:	Hershey, Pennsylvania : : IGI Global,, [2019]
面頁冊數:	1 online resource (xv, 300 p.)
附註:	Includes bibliographical references and index.
標題:	Internet of things.
標題:	Big data.
標題:	Artificial intelligence.
標題:	Prediction theory.
ISBN:	9781522562115 (e-book)
ISBN:	9781522562108 (hardback)
內容註:	Section 1. Predictive intelligence and big data. Chapter 1. Big-data-based techniques for predictive intelligence ; Chapter 2. Big-data-based architectures and techniques: big data reference architecture ; Chapter 3. Quality assurance issues for big data applications in supply chain management ; Chapter 4. Big data analytics: educational data classification using hadoop-inspired mapreduce framework -- Section 2. Predictive intelligence and IoT. Chapter 5. Improved usability of IOT devices in healthcare using big data analysis ; Chapter 6. Cloud-based predictive intelligence and its security model ; Chapter 7. IoT-based cold chain logistics monitoring ; Chapter 8. Learning-aided IoT set-up for home surveillance applications ; Chapter 9. Application of predictive intelligence in water quality forecasting of the river ganga using support vector machines ; Chapter 10. Interference management techniques for device-to-device communications.
摘要、提要註:	"This book provides state-of-the-art research on big data and the Internet of Things (IoT), along with other related areas to ensure efficient and Internet-compatible IoT systems. It discusses various issues related to big data security and privacy challenges along with energy-efficient approaches to improve virtual machine placement in cloud computing environments"...
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-6210-8

Predictive intelligence using big data and the internet of things[electronic resource] /
Predictive intelligence using big data and the internet of things[electronic resource] /P.K. Gupta, Tuncer Ören, Mayank Singh. - Hershey, Pennsylvania :IGI Global,[2019] - 1 online resource (xv, 300 p.)

Includes bibliographical references and index.

Section 1. Predictive intelligence and big data. Chapter 1. Big-data-based techniques for predictive intelligence ; Chapter 2. Big-data-based architectures and techniques: big data reference architecture ; Chapter 3. Quality assurance issues for big data applications in supply chain management ; Chapter 4. Big data analytics: educational data classification using hadoop-inspired mapreduce framework -- Section 2. Predictive intelligence and IoT. Chapter 5. Improved usability of IOT devices in healthcare using big data analysis ; Chapter 6. Cloud-based predictive intelligence and its security model ; Chapter 7. IoT-based cold chain logistics monitoring ; Chapter 8. Learning-aided IoT set-up for home surveillance applications ; Chapter 9. Application of predictive intelligence in water quality forecasting of the river ganga using support vector machines ; Chapter 10. Interference management techniques for device-to-device communications.

Restricted to subscribers or individual electronic text purchasers.

"This book provides state-of-the-art research on big data and the Internet of Things (IoT), along with other related areas to ensure efficient and Internet-compatible IoT systems. It discusses various issues related to big data security and privacy challenges along with energy-efficient approaches to improve virtual machine placement in cloud computing environments"...

ISBN: 9781522562115 (e-book) Subjects--Topical Terms:

607448
Internet of things.

LC Class. No.: TK5105.8857 / .P74 2019e

Dewey Class. No.: 006.3

Predictive intelligence using big data and the internet of things[electronic resource] /
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245 0 0 $a Predictive intelligence using big data and the internet of things $h [electronic resource] / $c P.K. Gupta, Tuncer Ören, Mayank Singh.
260 $a Hershey, Pennsylvania : $b IGI Global, $c [2019]
300 $a 1 online resource (xv, 300 p.)
500 $a Includes bibliographical references and index.
505 0 $a Section 1. Predictive intelligence and big data. Chapter 1. Big-data-based techniques for predictive intelligence ; Chapter 2. Big-data-based architectures and techniques: big data reference architecture ; Chapter 3. Quality assurance issues for big data applications in supply chain management ; Chapter 4. Big data analytics: educational data classification using hadoop-inspired mapreduce framework -- Section 2. Predictive intelligence and IoT. Chapter 5. Improved usability of IOT devices in healthcare using big data analysis ; Chapter 6. Cloud-based predictive intelligence and its security model ; Chapter 7. IoT-based cold chain logistics monitoring ; Chapter 8. Learning-aided IoT set-up for home surveillance applications ; Chapter 9. Application of predictive intelligence in water quality forecasting of the river ganga using support vector machines ; Chapter 10. Interference management techniques for device-to-device communications.
506 $a Restricted to subscribers or individual electronic text purchasers.
520 3 $a "This book provides state-of-the-art research on big data and the Internet of Things (IoT), along with other related areas to ensure efficient and Internet-compatible IoT systems. It discusses various issues related to big data security and privacy challenges along with energy-efficient approaches to improve virtual machine placement in cloud computing environments"...
650 0 $a Internet of things. $3 607448
650 0 $a Big data. $3 571002
650 0 $a Artificial intelligence. $3 172060
650 0 $a Prediction theory. $3 572217
700 1 $a Gupta, P. K., $d 1976- $e editor. $3 734509
700 1 $a Ören, Tuncer I. $e editor. $3 734510
700 1 $a Singh, Mayank, $d 1982- $e editor. $3 734511
856 4 0 $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-6210-8