國立高雄大學圖資館 |

Language: English

Back

Advances on smart and soft computing...

(1998 :)

Advances on smart and soft computingproceedings of ICACIn 2020 /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Advances on smart and soft computingedited by Faisal Saeed ... [et al.].
Reminder of title:	proceedings of ICACIn 2020 /
remainder title:	ICACIn 2020
other author:	Saeed, Faisal.
corporate name:
Published:	Singapore :Springer Singapore :2021.
Description:	xxi, 657 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Computer science
Online resource:	https://doi.org/10.1007/978-981-15-6048-4
ISBN:	9789811560484$q(electronic bk.)

Advances on smart and soft computingproceedings of ICACIn 2020 /
Advances on smart and soft computingproceedings of ICACIn 2020 /[electronic resource] :ICACIn 2020edited by Faisal Saeed ... [et al.]. - Singapore :Springer Singapore :2021. - xxi, 657 p. :ill., digital ;24 cm. - Advances in intelligent systems and computing,v.11882194-5357 ;. - Advances in intelligent systems and computing ;176..

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$q(electronic bk.)

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

252805
Computer science

LC Class. No.: QA75.5 / .I58 2020

Dewey Class. No.: 004

Advances on smart and soft computingproceedings of ICACIn 2020 /
LDR:02898nmm a2200349 a 4500 001 595530
003 DE-He213
005 20201019172739.0
006 m d
007 cr nn 008maaau
008 211005s2021 si s 0 eng d
020 $a 9789811560484$q(electronic bk.)
020 $a 9789811560477$q(paper)
024 7 $a 10.1007/978-981-15-6048-4 $2 doi
035 $a 978-981-15-6048-4
040 $a GP $c GP
041 0 $a eng
050 4 $a QA75.5 $b .I58 2020
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 004 $2 23
090 $a QA75.5 $b .I61 2020
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Advances on smart and soft computing $h [electronic resource] : $b proceedings of ICACIn 2020 / $c edited by Faisal Saeed ... [et al.].
246 3 $a ICACIn 2020
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2021.
300 $a xxi, 657 p. : $b ill., digital ; $c 24 cm.
490 1 $a Advances in intelligent systems and computing, $x 2194-5357 ; $v 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 Computer science $3 252805
650 0 $a Soft computing $v Congresses. $3 387156
650 0 $a Artificial intelligence $3 252958
650 1 4 $a Computational Intelligence. $3 338479
650 2 4 $a Big Data. $3 760530
650 2 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Communications Engineering, Networks. $3 273745
700 1 $a Saeed, Faisal. $3 799149
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Advances in intelligent systems and computing ; $v 176. $3 567349
856 4 0 $u https://doi.org/10.1007/978-981-15-6048-4
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)