大葉大學圖書館 |

New approaches to data analytics and Internet of Things through digital twin[electronic resource] /

紀錄類型:	書目-電子資源 : Monograph/item
杜威分類號:	004.67/8
書名/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:	Karthikeyan, P.,
出版者:	Hershey, Pennsylvania : : IGI Global,, 2023.
面頁冊數:	1 online resource (307 p.)
標題:	Internet of things.
標題:	Digital twins (Computer simulation)
標題:	Data mining.
ISBN:	9781668457245 (electronic bk.)
ISBN:	1668457229
ISBN:	9781668457221
書目註:	Includes bibliographical references and index.
內容註:	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.
摘要、提要註:	"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"--
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-6684-5722-1

New approaches to data analytics and Internet of Things through digital twin[electronic resource] /
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:

607448
Internet of things.
Index Terms--Genre/Form:

336502
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[electronic resource] /
LDR:02330nmm a2200265 a 4500 001 538630
006 m d
007 cr nn muauu
008 231121s2023 pau fob 001 0 eng d
020 $a 9781668457245 (electronic bk.)
020 $a 1668457229
020 $a 9781668457221
035 $a (CaBNVSL)slc00003680
035 $a (OCoLC)1334564411
035 $a 00297026
040 $a CaBNVSL $b eng $c CaBNVSL $d CaBNVSL
041 0 $a eng
050 4 $a TK5105.8857 $b .N49 2023eb
082 0 4 $a 004.67/8 $2 23
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 Internet of things. $3 607448
650 0 $a Digital twins (Computer simulation) $3 766252
650 0 $a Data mining. $3 337740
655 4 $a Electronic books. $2 local $3 336502
700 1 $a Karthikeyan, P., $d 1981-. $3 766291
700 1 $a Katina, Polinpapilinho F. $3 614113
700 1 $a Anandaraj, S. P., $d 1982-. $3 766292
710 2 $a IGI Global. $3 480906
856 4 0 $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-6684-5722-1