國立虎尾科技大學 |

Advances on Smart and Soft Computing = Proceedings of ICACIn 2020 /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Advances on Smart and Soft Computing/ edited by Faisal Saeed, Tawfik Al-Hadhrami, Fathey Mohammed, Errais Mohammed.
Reminder of title:	Proceedings of ICACIn 2020 /
other author:	Saeed, Faisal.
Description:	XXI, 657 p. 260 illus., 207 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Computational intelligence. -
Online resource:	https://doi.org/10.1007/978-981-15-6048-4
ISBN:	9789811560484

Advances on Smart and Soft Computing = Proceedings of ICACIn 2020 /
Advances on Smart and Soft ComputingProceedings of ICACIn 2020 /[electronic resource] :edited by Faisal Saeed, Tawfik Al-Hadhrami, Fathey Mohammed, Errais Mohammed. - 1st ed. 2021. - XXI, 657 p. 260 illus., 207 illus. in color.online resource. - Advances in Intelligent Systems and Computing,11882194-5365 ;. - Advances in Intelligent Systems and Computing,335.

Optimization of a Similarity Performance on Bounded Content of Motion Histogram by Using Distributed Model -- Automatic Detection of Diabetic Retinopathy using Custom CNN and Grad-CAM -- A Zero-Knowledge Identification Scheme Based on the Discrete Logarithm Problem and Elliptic Curves -- SMOTE-ENN Based Data Sampling and Improved Dynamic Ensemble Selection for Imbalanced Medical Data Classification -- Evaluation of Several Artificial Intelligence and Machine Learning Algorithms for Image Classification on Small Datasets -- Yemeni Paper Currency Recognition System Using Deep Learning Approach -- Tuning Hyper-Parameters of Machine Learning Methods for Improving the Detection of Hate Speech -- Performance Comparison of Machine Learning Techniques in Identifying Dementia from Open Access Clinical Datasets -- Clustering Analysis to Improve Web Search Ranking Using PCA and RMSE -- A Parallel Global TFIDF Feature Selection using Hadoop for Big Data Text Classification.

This book gathers high-quality papers presented at the First International Conference of Advanced Computing and Informatics (ICACIn 2020), held in Casablanca, Morocco, on April 12–13, 2020. It covers a range of topics, including artificial intelligence technologies and applications, big data analytics, smart computing, smart cities, Internet of things (IoT), data communication, cloud computing, machine learning algorithms, data stream management and analytics, deep learning, data mining applications, information retrieval, cloud computing platforms, parallel processing, natural language processing, predictive analytics, knowledge management approaches, information security, security in IoT, big data and cloud computing, high-performance computing and computational informatics.

ISBN: 9789811560484

Standard No.: 10.1007/978-981-15-6048-4doiSubjects--Topical Terms:

568984
Computational intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Advances on Smart and Soft Computing = Proceedings of ICACIn 2020 /
LDR:03242nam a22003975i 4500 001 1054405
003 DE-He213
005 20210813105946.0
007 cr nn 008mamaa
008 220103s2021 si | s |||| 0|eng d
020 $a 9789811560484 $9 978-981-15-6048-4
024 7 $a 10.1007/978-981-15-6048-4 $2 doi
035 $a 978-981-15-6048-4
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 Advances on Smart and Soft Computing $h [electronic resource] : $b Proceedings of ICACIn 2020 / $c edited by Faisal Saeed, Tawfik Al-Hadhrami, Fathey Mohammed, Errais Mohammed.
250 $a 1st ed. 2021.
264 1 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2021.
300 $a XXI, 657 p. 260 illus., 207 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 Advances in Intelligent Systems and Computing, $x 2194-5365 ; $v 1188
505 0 $a Optimization of a Similarity Performance on Bounded Content of Motion Histogram by Using Distributed Model -- Automatic Detection of Diabetic Retinopathy using Custom CNN and Grad-CAM -- A Zero-Knowledge Identification Scheme Based on the Discrete Logarithm Problem and Elliptic Curves -- SMOTE-ENN Based Data Sampling and Improved Dynamic Ensemble Selection for Imbalanced Medical Data Classification -- Evaluation of Several Artificial Intelligence and Machine Learning Algorithms for Image Classification on Small Datasets -- Yemeni Paper Currency Recognition System Using Deep Learning Approach -- Tuning Hyper-Parameters of Machine Learning Methods for Improving the Detection of Hate Speech -- Performance Comparison of Machine Learning Techniques in Identifying Dementia from Open Access Clinical Datasets -- Clustering Analysis to Improve Web Search Ranking Using PCA and RMSE -- A Parallel Global TFIDF Feature Selection using Hadoop for Big Data Text Classification.
520 $a This book gathers high-quality papers presented at the First International Conference of Advanced Computing and Informatics (ICACIn 2020), held in Casablanca, Morocco, on April 12–13, 2020. It covers a range of topics, including artificial intelligence technologies and applications, big data analytics, smart computing, smart cities, Internet of things (IoT), data communication, cloud computing, machine learning algorithms, data stream management and analytics, deep learning, data mining applications, information retrieval, cloud computing platforms, parallel processing, natural language processing, predictive analytics, knowledge management approaches, information security, security in IoT, big data and cloud computing, high-performance computing and computational informatics.
650 0 $a Computational intelligence. $3 568984
650 0 $a Big data. $3 981821
650 0 $a Artificial intelligence. $3 559380
650 0 $a Electrical engineering. $3 596380
650 1 4 $a Computational Intelligence. $3 768837
650 2 4 $a Big Data. $3 1017136
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Communications Engineering, Networks. $3 669809
700 1 $a Saeed, Faisal. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1287065
700 1 $a Al-Hadhrami, Tawfik. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1359466
700 1 $a Mohammed, Fathey. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1287068
700 1 $a Mohammed, Errais. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1359467
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9789811560477
776 0 8 $i Printed edition: $z 9789811560491
830 0 $a Advances in Intelligent Systems and Computing, $x 2194-5357 ; $v 335 $3 1253884
856 4 0 $u https://doi.org/10.1007/978-981-15-6048-4
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)