國立虎尾科技大學 |

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

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Proceedings of Data Analytics and Management / edited by Deepak Gupta, Zdzislaw Polkowski, Ashish Khanna, Siddhartha Bhattacharyya, Oscar Castillo.
其他題名:	ICDAM 2021, Volume 2 /
其他作者:	Castillo, Oscar.
面頁冊數:	XXIV, 859 p. 430 illus., 329 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Data and Information Security. -
電子資源:	https://doi.org/10.1007/978-981-16-6285-0
ISBN:	9789811662850

Proceedings of Data Analytics and Management = ICDAM 2021, Volume 2 /
Proceedings of Data Analytics and Management ICDAM 2021, Volume 2 /[electronic resource] :edited by Deepak Gupta, Zdzislaw Polkowski, Ashish Khanna, Siddhartha Bhattacharyya, Oscar Castillo. - 1st ed. 2022. - XXIV, 859 p. 430 illus., 329 illus. in color.online resource. - Lecture Notes on Data Engineering and Communications Technologies,912367-4520 ;. - Lecture Notes on Data Engineering and Communications Technologies,3.

CNN Based Feature Extraction for Visual Speech Recognition in Malayalam -- Effective Rate of Minority Class Over-Sampling for Maximizing the Imbalanced Dataset -- Spectral Efficiency Analysis of Massive MIMO -- Dental Cavity Detection using YOLO -- Development of Data Set for Automatic News Telecast System for Deaf Using ISL Videos -- A Comprehensive Survey on Content Based Image Retrieval using Machine Learning -- Machine Learning Techniques for Keystroke Dynamics -- Artificial Neural Network Approach for Multimodal Biometric Authentication System -- Malware Classification and Defence Against Adversarial Attacks -- Test Suite minimization based upon CMIMX and ABC -- Comparative Analysis on Machine Learning Methodologies for the Effective Usage of Medical WSNs -- Convolutional Neural Networks for Malaria Image Classification -- Plant Leaf Disease Identification and Prescription Suggestion Using Deep Learning -- Efficient Spectrum Allocation in Wireless Networks Using Channel Aggregation Fragmentation with Reservation Channels -- Toxic Comment Classification using Bi-Directional GRUs & CNN -- Climate Dependent Crop Management through Data Modeling -- Translate2Classify: Machine Translation for E-Commerce Product Categorization in comparison to Machine Learning & Deep Learning Classification -- Multimodal Biometric Authentication by Slap Swarm based Score Level Fusion -- Hybrid Metaheuristic Algorithm based Clustering with Multi-hop Routing Protocol for Wireless Sensor Networks.

This book includes original unpublished contributions presented at the International Conference on Data Analytics and Management (ICDAM 2021), held at Jan Wyzykowski University, Poland, during June 2021. The book covers the topics in data analytics, data management, big data, computational intelligence, and communication networks. The book presents innovative work by leading academics, researchers, and experts from industry which is useful for young researchers and students.

ISBN: 9789811662850

Standard No.: 10.1007/978-981-16-6285-0doiSubjects--Topical Terms:

1365785
Data and Information Security.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Proceedings of Data Analytics and Management = ICDAM 2021, Volume 2 /
LDR:03556nam a22004095i 4500 001 1090902
003 DE-He213
005 20220501074446.0
007 cr nn 008mamaa
008 221228s2022 si | s |||| 0|eng d
020 $a 9789811662850 $9 978-981-16-6285-0
024 7 $a 10.1007/978-981-16-6285-0 $2 doi
035 $a 978-981-16-6285-0
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 Proceedings of Data Analytics and Management $h [electronic resource] : $b ICDAM 2021, Volume 2 / $c edited by Deepak Gupta, Zdzislaw Polkowski, Ashish Khanna, Siddhartha Bhattacharyya, Oscar Castillo.
250 $a 1st ed. 2022.
264 1 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2022.
300 $a XXIV, 859 p. 430 illus., 329 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 91
505 0 $a CNN Based Feature Extraction for Visual Speech Recognition in Malayalam -- Effective Rate of Minority Class Over-Sampling for Maximizing the Imbalanced Dataset -- Spectral Efficiency Analysis of Massive MIMO -- Dental Cavity Detection using YOLO -- Development of Data Set for Automatic News Telecast System for Deaf Using ISL Videos -- A Comprehensive Survey on Content Based Image Retrieval using Machine Learning -- Machine Learning Techniques for Keystroke Dynamics -- Artificial Neural Network Approach for Multimodal Biometric Authentication System -- Malware Classification and Defence Against Adversarial Attacks -- Test Suite minimization based upon CMIMX and ABC -- Comparative Analysis on Machine Learning Methodologies for the Effective Usage of Medical WSNs -- Convolutional Neural Networks for Malaria Image Classification -- Plant Leaf Disease Identification and Prescription Suggestion Using Deep Learning -- Efficient Spectrum Allocation in Wireless Networks Using Channel Aggregation Fragmentation with Reservation Channels -- Toxic Comment Classification using Bi-Directional GRUs & CNN -- Climate Dependent Crop Management through Data Modeling -- Translate2Classify: Machine Translation for E-Commerce Product Categorization in comparison to Machine Learning & Deep Learning Classification -- Multimodal Biometric Authentication by Slap Swarm based Score Level Fusion -- Hybrid Metaheuristic Algorithm based Clustering with Multi-hop Routing Protocol for Wireless Sensor Networks.
520 $a This book includes original unpublished contributions presented at the International Conference on Data Analytics and Management (ICDAM 2021), held at Jan Wyzykowski University, Poland, during June 2021. The book covers the topics in data analytics, data management, big data, computational intelligence, and communication networks. The book presents innovative work by leading academics, researchers, and experts from industry which is useful for young researchers and students.
650 2 4 $a Data and Information Security. $3 1365785
650 2 4 $a Data Analysis and Big Data. $3 1366136
650 2 4 $a Computer Communication Networks. $3 669310
650 1 4 $a Computational Intelligence. $3 768837
650 0 $a Data protection. $3 557764
650 0 $a Quantitative research. $3 635913
650 0 $a Computer networks . $3 1365720
650 0 $a Computational intelligence. $3 568984
700 1 $a Castillo, Oscar. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 676149
700 1 $a Bhattacharyya, Siddhartha. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1078852
700 1 $a Khanna, Ashish. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1299500
700 1 $a Polkowski, Zdzislaw. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1324023
700 1 $a Gupta, Deepak. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1299499
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9789811662843
776 0 8 $i Printed edition: $z 9789811662867
776 0 8 $i Printed edition: $z 9789811662874
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/10.1007/978-981-16-6285-0
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)