國立虎尾科技大學 |

The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy = SPIoT-2021 Volume 1 /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy/ edited by John Macintyre, Jinghua Zhao, Xiaomeng Ma.
其他題名:	SPIoT-2021 Volume 1 /
其他作者:	Ma, Xiaomeng.
面頁冊數:	XXI, 1154 p. 337 illus., 190 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Artificial Intelligence. -
電子資源:	https://doi.org/10.1007/978-3-030-89508-2
ISBN:	9783030895082

The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy = SPIoT-2021 Volume 1 /
The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and PrivacySPIoT-2021 Volume 1 /[electronic resource] :edited by John Macintyre, Jinghua Zhao, Xiaomeng Ma. - 1st ed. 2022. - XXI, 1154 p. 337 illus., 190 illus. in color.online resource. - Lecture Notes on Data Engineering and Communications Technologies,972367-4520 ;. - Lecture Notes on Data Engineering and Communications Technologies,3.

Application of Artificial Intelligence in Arrangement Creation -- Automatic Segmentation for Retinal Vessel Using Concatenate UNet++ -- Experimental Analysis of Mandarin Tone Pronunciation of Tibetan College Students for Artificial Intelligence Speech Recognition -- Exploration of Paths for Artificial Intelligence Technology to Promote Economic Development -- Influence of RPA Financial Robot on Financial Accounting and its Countermeasures -- Application of Artificial Intelligence Technology in English Online Learning Platform -- Spectral Identification Model of NIR Origin Based on Deep Extreme Learning Machine -- Frontier Application and Development Trend of Artificial Intelligence in New Media in the AI Era -- Analysis on the Application of Machine Learning Stock Selection Algorithm in the Financial Field -- Default Risk Prediction Based on Machine Learning under Big Data Analysis Technology -- Application of Intelligent Detection Technology and Machine Learning Algorithm in Music Intelligent System -- Application of 3D Computer Aided System in Dance Creation and Learning -- Data Selection and Machine Learning Algorithm Application under the Background of Big Data. .

This book presents the proceedings of the 2020 2nd International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIoT-2021), online conference, on 30 October 2021. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering, addressing a number of broad themes, including novel machine learning and big data analytics methods for IoT security, data mining and statistical modelling for the secure IoT and machine learning-based security detecting protocols, which inspire the development of IoT security and privacy technologies. The contributions cover a wide range of topics: analytics and machine learning applications to IoT security; data-based metrics and risk assessment approaches for IoT; data confidentiality and privacy in IoT; and authentication and access control for data usage in IoT. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals and provides a useful reference guide for newcomers to the IoT security and privacy field.

ISBN: 9783030895082

Standard No.: 10.1007/978-3-030-89508-2doiSubjects--Topical Terms:

646849
Artificial Intelligence.

LC Class. No.: TA345-345.5

Dewey Class. No.: 620.00285

The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy = SPIoT-2021 Volume 1 /
LDR:03848nam a22003975i 4500 001 1090312
003 DE-He213
005 20220114081723.0
007 cr nn 008mamaa
008 221228s2022 sz | s |||| 0|eng d
020 $a 9783030895082 $9 978-3-030-89508-2
024 7 $a 10.1007/978-3-030-89508-2 $2 doi
035 $a 978-3-030-89508-2
050 4 $a TA345-345.5
072 7 $a UN $2 bicssc
072 7 $a COM018000 $2 bisacsh
072 7 $a UN $2 thema
082 0 4 $a 620.00285 $2 23
245 1 4 $a The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy $h [electronic resource] : $b SPIoT-2021 Volume 1 / $c edited by John Macintyre, Jinghua Zhao, Xiaomeng Ma.
250 $a 1st ed. 2022.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a XXI, 1154 p. 337 illus., 190 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Lecture Notes on Data Engineering and Communications Technologies, $x 2367-4520 ; $v 97
505 0 $a Application of Artificial Intelligence in Arrangement Creation -- Automatic Segmentation for Retinal Vessel Using Concatenate UNet++ -- Experimental Analysis of Mandarin Tone Pronunciation of Tibetan College Students for Artificial Intelligence Speech Recognition -- Exploration of Paths for Artificial Intelligence Technology to Promote Economic Development -- Influence of RPA Financial Robot on Financial Accounting and its Countermeasures -- Application of Artificial Intelligence Technology in English Online Learning Platform -- Spectral Identification Model of NIR Origin Based on Deep Extreme Learning Machine -- Frontier Application and Development Trend of Artificial Intelligence in New Media in the AI Era -- Analysis on the Application of Machine Learning Stock Selection Algorithm in the Financial Field -- Default Risk Prediction Based on Machine Learning under Big Data Analysis Technology -- Application of Intelligent Detection Technology and Machine Learning Algorithm in Music Intelligent System -- Application of 3D Computer Aided System in Dance Creation and Learning -- Data Selection and Machine Learning Algorithm Application under the Background of Big Data. .
520 $a This book presents the proceedings of the 2020 2nd International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIoT-2021), online conference, on 30 October 2021. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering, addressing a number of broad themes, including novel machine learning and big data analytics methods for IoT security, data mining and statistical modelling for the secure IoT and machine learning-based security detecting protocols, which inspire the development of IoT security and privacy technologies. The contributions cover a wide range of topics: analytics and machine learning applications to IoT security; data-based metrics and risk assessment approaches for IoT; data confidentiality and privacy in IoT; and authentication and access control for data usage in IoT. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals and provides a useful reference guide for newcomers to the IoT security and privacy field.
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Big Data. $3 1017136
650 2 4 $a Computational Intelligence. $3 768837
650 2 4 $a Cyber-Physical Systems. $3 1387591
650 1 4 $a Data Engineering. $3 1226308
650 0 $a Artificial intelligence. $3 559380
650 0 $a Big data. $3 981821
650 0 $a Computational intelligence. $3 568984
650 0 $a Cooperating objects (Computer systems). $3 1387590
650 0 $a Engineering—Data processing. $3 1297966
700 1 $a Ma, Xiaomeng. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1351645
700 1 $a Zhao, Jinghua. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 933896
700 1 $a Macintyre, John. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1226838
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030895075
776 0 8 $i Printed edition: $z 9783030895099
830 0 $a Lecture Notes on Data Engineering and Communications Technologies, $x 2367-4512 ; $v 3 $3 1279482
856 4 0 $u https://doi.org/10.1007/978-3-030-89508-2
912 $a ZDB-2-INR
912 $a ZDB-2-SXIT
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)
950 $a Intelligent Technologies and Robotics (R0) (SpringerNature-43728)