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New approaches to data analytics and Internet of Things through digital twin

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	New approaches to data analytics and Internet of Things through digital twin/ P. Karthikeyan, Polinpapilinho F Katina, and S.P. Anandaraj, editors.
其他作者:	Anandaraj, S. P.,
出版者:	Hershey, Pennsylvania :IGI Global, : 2023.,
面頁冊數:	1 online resource (307 p.)
標題:	Data mining. -
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-6684-5722-1
ISBN:	9781668457245 (electronic bk.)

New approaches to data analytics and Internet of Things through digital twin
New approaches to data analytics and Internet of Things through digital twin[electronic resource] /P. Karthikeyan, Polinpapilinho F Katina, and S.P. Anandaraj, editors. - Hershey, Pennsylvania :IGI Global,2023. - 1 online resource (307 p.)

Includes bibliographical references and index.

Chapter 1. Data analytics: an overview -- Chapter 2. Data management for IoT and digital twin -- Chapter 3. Cybertwin-driven resource provisioning for ioe applications at 6G-enabled edge networks -- Chapter 4. Edge computing on IoT:architectures, techniques, and challenges -- Chapter 5. Disease analysis and prediction using digital twins and big data analytics -- Chapter 6. Knowledge discovery through intelligent data analytics in healthcare -- Chapter 7. A novel dualimage-based reversible hiding technique using LSB matching-digital world -- Chapter 8. Using deep learning and big data analytics for managing cyber-attacks -- Chapter 9. Data analysis of cognitive, behavioral, and emotional features havingimpact on student careers -- Chapter 10. Big data analytics in industrial IoT and cybertwin -- Chapter 11. The APT cyber warriors with TTP weapons to battle: an review on IoT and cyber twin.

"This book investigates that though many data analytics tools have been developed in the past few years, their usage in the field of Digital Twin warrants new approaches considering many aspects including unified data representation, zero-day attack detection, data sharing across threat detection systems, real time analysis, sampling and dimensionality reduction, resource-constrained data processing, and time series analysis for anomaly detection"--

ISBN: 9781668457245 (electronic bk.)Subjects--Topical Terms:

528622
Data mining.
Index Terms--Genre/Form:

554714
Electronic books.

LC Class. No.: TK5105.8857 / .N49 2023eb

Dewey Class. No.: 004.67/8

New approaches to data analytics and Internet of Things through digital twin
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245 0 0 $a New approaches to data analytics and Internet of Things through digital twin $h [electronic resource] / $c P. Karthikeyan, Polinpapilinho F Katina, and S.P. Anandaraj, editors.
260 $a Hershey, Pennsylvania : $b IGI Global, $c 2023.
300 $a 1 online resource (307 p.)
504 $a Includes bibliographical references and index.
505 0 $a Chapter 1. Data analytics: an overview -- Chapter 2. Data management for IoT and digital twin -- Chapter 3. Cybertwin-driven resource provisioning for ioe applications at 6G-enabled edge networks -- Chapter 4. Edge computing on IoT:architectures, techniques, and challenges -- Chapter 5. Disease analysis and prediction using digital twins and big data analytics -- Chapter 6. Knowledge discovery through intelligent data analytics in healthcare -- Chapter 7. A novel dualimage-based reversible hiding technique using LSB matching-digital world -- Chapter 8. Using deep learning and big data analytics for managing cyber-attacks -- Chapter 9. Data analysis of cognitive, behavioral, and emotional features havingimpact on student careers -- Chapter 10. Big data analytics in industrial IoT and cybertwin -- Chapter 11. The APT cyber warriors with TTP weapons to battle: an review on IoT and cyber twin.
520 $a "This book investigates that though many data analytics tools have been developed in the past few years, their usage in the field of Digital Twin warrants new approaches considering many aspects including unified data representation, zero-day attack detection, data sharing across threat detection systems, real time analysis, sampling and dimensionality reduction, resource-constrained data processing, and time series analysis for anomaly detection"-- $c Provided by publisher.
650 0 $a Data mining. $3 528622
650 0 $a Digital twins (Computer simulation) $3 1419390
650 0 $a Internet of things. $3 1023130
655 4 $a Electronic books. $2 local $3 554714
700 1 $a Anandaraj, S. P., $d 1982-. $3 1427683
700 1 $a Katina, Polinpapilinho F. $3 1023105
700 1 $a Karthikeyan, P., $d 1981-. $3 1427682
710 2 $a IGI Global. $3 805187
856 4 0 $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-6684-5722-1