國立虎尾科技大學 |

Data Management, Analytics and Innovation = Proceedings of ICDMAI 2021, Volume 2 /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Data Management, Analytics and Innovation/ edited by Neha Sharma, Amlan Chakrabarti, Valentina Emilia Balas, Alfred M. Bruckstein.
其他題名:	Proceedings of ICDMAI 2021, Volume 2 /
其他作者:	Sharma, Neha.
面頁冊數:	XII, 536 p. 253 illus., 197 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Computational intelligence. -
電子資源:	https://doi.org/10.1007/978-981-16-2937-2
ISBN:	9789811629372

Data Management, Analytics and Innovation = Proceedings of ICDMAI 2021, Volume 2 /
Data Management, Analytics and InnovationProceedings of ICDMAI 2021, Volume 2 /[electronic resource] :edited by Neha Sharma, Amlan Chakrabarti, Valentina Emilia Balas, Alfred M. Bruckstein. - 1st ed. 2022. - XII, 536 p. 253 illus., 197 illus. in color.online resource. - Lecture Notes on Data Engineering and Communications Technologies,712367-4520 ;. - Lecture Notes on Data Engineering and Communications Technologies,3.

Simulation of Lotka-Volterra Equations using Differentiable Programming in Julia -- Feature Selection Strategy for Multi Residents Behavior Analysis in Smart Home Environment -- A Comparative Study on Self-learning Techniques for Securing Digital Devices -- An intelligent, Geo-Replication, Energy Efficient BAN Routing Algorithm under Framework of Machine Learning and Cloud Computing -- New Credibilistic Real Option Model Based on the Pessimism-Optimism Character of a Decision-Maker -- Analysis of Road Accidents in India and Prediction of Accident Severity -- Mining Opinion Features & Sentiment Analysis with Synonymy Aspects -- Understanding Employee Attrition Using Machine Learning Techniques.

This book presents the latest findings in the areas of data management and smart computing, machine learning, big data management, artificial intelligence, and data analytics, along with advances in network technologies. The book is a collection of peer-reviewed research papers presented at Fifth International Conference on Data Management, Analytics and Innovation (ICDMAI 2021), held during January 15–17, 2021, in a virtual mode. It addresses state-of-the-art topics and discusses challenges and solutions for future development. Gathering original, unpublished contributions by scientists from around the globe, the book is mainly intended for a professional audience of researchers and practitioners in academia and industry.

ISBN: 9789811629372

Standard No.: 10.1007/978-981-16-2937-2doiSubjects--Topical Terms:

568984
Computational intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Data Management, Analytics and Innovation = Proceedings of ICDMAI 2021, Volume 2 /
LDR:02962nam a22003975i 4500 001 1088518
003 DE-He213
005 20220419192803.0
007 cr nn 008mamaa
008 221228s2022 si | s |||| 0|eng d
020 $a 9789811629372 $9 978-981-16-2937-2
024 7 $a 10.1007/978-981-16-2937-2 $2 doi
035 $a 978-981-16-2937-2
050 4 $a Q342
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
245 1 0 $a Data Management, Analytics and Innovation $h [electronic resource] : $b Proceedings of ICDMAI 2021, Volume 2 / $c edited by Neha Sharma, Amlan Chakrabarti, Valentina Emilia Balas, Alfred M. Bruckstein.
250 $a 1st ed. 2022.
264 1 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2022.
300 $a XII, 536 p. 253 illus., 197 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 71
505 0 $a Simulation of Lotka-Volterra Equations using Differentiable Programming in Julia -- Feature Selection Strategy for Multi Residents Behavior Analysis in Smart Home Environment -- A Comparative Study on Self-learning Techniques for Securing Digital Devices -- An intelligent, Geo-Replication, Energy Efficient BAN Routing Algorithm under Framework of Machine Learning and Cloud Computing -- New Credibilistic Real Option Model Based on the Pessimism-Optimism Character of a Decision-Maker -- Analysis of Road Accidents in India and Prediction of Accident Severity -- Mining Opinion Features & Sentiment Analysis with Synonymy Aspects -- Understanding Employee Attrition Using Machine Learning Techniques.
520 $a This book presents the latest findings in the areas of data management and smart computing, machine learning, big data management, artificial intelligence, and data analytics, along with advances in network technologies. The book is a collection of peer-reviewed research papers presented at Fifth International Conference on Data Management, Analytics and Innovation (ICDMAI 2021), held during January 15–17, 2021, in a virtual mode. It addresses state-of-the-art topics and discusses challenges and solutions for future development. Gathering original, unpublished contributions by scientists from around the globe, the book is mainly intended for a professional audience of researchers and practitioners in academia and industry.
650 0 $a Computational intelligence. $3 568984
650 0 $a Engineering—Data processing. $3 1297966
650 0 $a Big data. $3 981821
650 1 4 $a Computational Intelligence. $3 768837
650 2 4 $a Data Engineering. $3 1226308
650 2 4 $a Big Data. $3 1017136
700 1 $a Sharma, Neha. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1117284
700 1 $a Chakrabarti, Amlan. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1117283
700 1 $a Balas, Valentina Emilia. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 897253
700 1 $a Bruckstein, Alfred M. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 889752
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9789811629365
776 0 8 $i Printed edition: $z 9789811629389
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/10.1007/978-981-16-2937-2
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)