Advanced Informatics for Computing Research: 5th International Conference, ICAICR 2021, Gurugram, India, December 18–19, 2021, Revised Selected Papers ... in Computer and Information Science, 1575)

289 Pages·2022·29.519 MB·English

by  Ashish Kumar Luhach (editor), Dharm Singh Jat (editor), Kamarul Bin Ghazali Hawari (editor), Xiao-Zhi Gao (editor), Pawan Lingras (editor)

Ashish Kumar Luhach · Dharm Singh Jat ·
Kamarul Bin Ghazali Hawari ·
Xiao-Zhi Gao · Pawan Lingras (Eds.)
Communications in Computer and Information Science 1575
Advanced Informatics
for Computing
Research
5th International Conference, ICAICR 2021
Gurugram, India, December 18–19, 2021
Revised Selected Papers
Communications
in Computer and Information Science 1575
EditorialBoardMembers
JoaquimFilipe
PolytechnicInstituteofSetúbal,Setúbal,Portugal
AshishGhosh
IndianStatisticalInstitute,Kolkata,India
RaquelOliveiraPrates
FederalUniversityofMinasGerais(UFMG),BeloHorizonte,Brazil
LizhuZhou
TsinghuaUniversity,Beijing,China
Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/7899
· ·
Ashish Kumar Luhach Dharm Singh Jat
· ·
Kamarul Bin Ghazali Hawari Xiao-Zhi Gao
Pawan Lingras (Eds.)
Advanced Informatics
for Computing
Research
5th International Conference, ICAICR 2021
Gurugram, India, December 18–19, 2021
Revised Selected Papers
Editors
AshishKumarLuhach DharmSinghJat
PapuaNewGuineaUniversityofTechnology NamibiaUniversityofScience
Lae,PapuaNewGuinea andTechnology
Windhoek,Namibia
KamarulBinGhazaliHawari
UniversitiMalaysiaPahang Xiao-ZhiGao
Pekan,Malaysia UniversityofEasternFinland
Kuopio,Finland
PawanLingras
SaintMary’sUniversity
Halifax,NS,Canada
ISSN 1865-0929 ISSN 1865-0937 (electronic)
CommunicationsinComputerandInformationScience
ISBN 978-3-031-09468-2 ISBN 978-3-031-09469-9 (eBook)
https://doi.org/10.1007/978-3-031-09469-9
©SpringerNatureSwitzerlandAG2022
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Preface
This book contains the best selected and edited papers of the Fifth International
Conference on Advanced Informatics for Computing Research (ICAICR 2021), held
during December 18–19, 2021 in Gurugram, India, in association with the Namibia
UniversityofScienceandTechnology,Namibia,andtechnicallysponsoredbytheVNR
Vignana Jyothi Institute of Engineering and Technology, India, Shobhit University,
Gangoh,India,theGraphicEraDeemedtobeUniversity(GEU),India,andtheLeafra
ResearchFoundation,India.
ICAICR 2021 targeted state-of-the-art as well as emerging topics pertaining to
advanced informatics for computing research and its implementation for engineering
applications.Theobjectiveofthisinternationalconferenceistoprovideopportunitiesfor
researchers,academicians,industryprofessionals,andstudentstointeractandexchange
ideas,experience,andexpertiseinthecurrenttrendsandstrategiesforinformationand
communicationtechnologies.Besidesthis,theaimsaretoenlightenparticipantsabout
the vast avenues and current and emerging technological developments in the field of
advanced informatics and to thoroughly explore and discuss its applications. ICAICR
2021received220papers,outofwhich23high-qualitypaperswereacceptedafterthe
double-blindreviewprocess.
We are highly thankful to our valuable authors for their contributions and our
TechnicalProgramCommitteefortheirimmensesupportandmotivationformakingthis
editionofICAICRasuccess.Wearealsogratefultoourkeynotespeakersforsharing
their precious work and enlightening the delegates of the conference. We express our
sinceregratitudetoourpublicationpartner,Springer,forbelievinginus.
February2022 AshishKumarLuhach
DharmSinghJat
KamarulBinGhazaliHawari
Xiao-ZhiGao
PawanLingras
Organization
ConferenceChairs
KamarulHawaribinGhazali UniversitiMalaysiaPahang,Malaysia
DharmSingh NamibiaUniversityofScienceandTechnology,
Namibia
AshishKr.Luhach ThePNGUniversityofTechnology,
PapuaNewGuinea
SachinSharma GEU,India
TechnicalProgramCommitteeChairs
PawanLingras SaintMary’sUniversity,Canada
Xiao-ZhiGao UniversityofEasternFinland,Finland
TechnicalProgramCommittee
K.T.Arasu WrightStateUniversity,USA
RumyantsevKonstantin SouthernFederalUniversity,Russia
SyedAkhatHossain DaffodilInternationalUniversity,Bangladesh
SophiaRahaman ManipalAcademyofHigherEducation,Dubai
ThippeswamyM.N. NitteMeenakshiInstituteofTechnology,India
LavneetSingh UniversityofCanberra,Australia
Pao-AnnHsiung NationalChungChengUniversity,Taiwan
Mohd.HelmeyAbdWahab UniversitiTunHusseinOnnMalaysia,Malaysia
ShireenPanchoo UniversityofTechnology,Mauritius
SumathyAyyausamy ManipalAcademyofHigherEducation,Dubai
KamarulHawaribinGhazali UniversitiMalaysiaPahang,Malaysia
DharmSingh NamibiaUniversityofScienceandTechnology,
Namibia
AbbasKarimi IslamicAzadUniversity,Arak,Iran
UpasanaG.Singh UniversityofKwaZulu-Natal,SouthAfrica
RiteshChugh CentralQueenslandUniversity,Australia
PawanLingras SaintMary’sUniversity,Canada
PoonamDhaka UniversityofNamibia,Namibia
AshishKr.Luhach ThePNGUniversityofTechnology,
PapuaNewGuinea
IndraSeher CentralQueenslandUniversity,Sydney,Australia
SugamSharma IowaStateUniversity,USA
viii Organization
T.G.K.Vasista KingSaudUniversity,SaudiArabia
AkhtarKalam VictoriaUniversity,Australia
Ioan-CosminMihai A.I.CuzaPoliceAcademy,Romania
AbhijitSen KwantlenPolytechnicUniversity,Canada
R.B.Mishra IndianInstituteofTechnology(BHU),Varanasi,
India
BhaskarBisawas IndianInstituteofTechnology(BHU),Varanasi,
India
Contents
ComputingMethodologies
WorldwideVaccinationReportforCOVID-19AnalysisandVisualization
UsingDeepLearning .................................................. 3
MeenuGupta,RakeshKumar,ShubhamGaur,andPuneetKumar
AHybridFilter/WrapperMachineLearningModelforClassification
CancerDataset ........................................................ 15
AshishSharma,SandeepVyas,andAnandNayyar
SegmentationofTumorRegionfromMammogramImagesUsingDeep
LearningApproach .................................................... 30
M.Ravikumar,P.G.Rachana,andB.J.Shivaprasad
Optimized Analysis Using Feature Selection Techniques for Drug
DiscoveryDetection ................................................... 43
AbhayDadhwalandMeenuGupta
A Survey and Analysis on the Distraction Patterns of the Students
inE-LearningandM-LearningEnvironments .............................. 55
SriRamaMurthyKarumuri, SreenivasaRaoMeda,
PavanSrinivasNarayana,andRajivK.
CropIdentificationandDiseaseDetectionbyUsingConvolutionalNeural
Networks ............................................................. 65
K.Ravikiran, Ch.NaveenKumarReddy, P.GopalaKrishna,
MahendarJinukala,andK.PrasannaLakshmi
EnhancedServicePointApproachforMicroservicesBasedApplications
UsingMachineLearningTechniques ..................................... 78
VinayRajandSadamRavichandra
AnEfficientNovelApproachforDetectionofHandwrittenNumericals
UsingMachineLearningParadigms ...................................... 91
PavithraAvvari, BhavaniRatakonda, K.Sandeep,
Y.JeevanNagendraKumar,andT.N.P.Madhuri
MulticlassClassificationinMachineLearningAlgorithmsforDisease
Prediction ............................................................ 102
PallaviTiwari,DeepakUpadhyay,BhaskarPant,andNoorMohd
x Contents
AnImprovedJAYAAlgorithmBasedTestSuiteGenerationforObject
OrientedPrograms:AModelBasedTestingMethod ........................ 112
MadhumitaPandaandSujataDash
AnalysingSentimentsofPeopleOverVaccinesinRedditPostsUsing
NaturalLanguageProcessing ........................................... 123
J.Srinivas, K.VenkataSubbaReddy, N.Rajasekhar,
andN.V.GanapathiRaju
CREA-Components Reusability Evaluation and Assessment:
AnAlgorithmicPerspective ............................................. 132
N.MdJubairBasha,GopinathGanapathy,andMohammedMoulana
HighUtilityItemsetMiningUsingGeneticApproach ....................... 143
TracyAlmeidaeAguiar,SalmanKhan,andShankarB.Naik
RelationshipsAmongHumanGenomeGraphElementsUsingClusters
Detection ............................................................. 151
ArunKumarandVishalVerma
TransferLearningArchitectureApproachforSmartTransportationSystem .... 162
SujathaKrishnamoorthy
MachineLearningApproachforDetectionofCardiologyDiseases ........... 182
GunupudiRajeshKumar, NimmalaMangathayaru, AdityaKolli,
AvinashKomatineni,SrihithaReddy,andShivaniReddy
EfficientEntityResolutionforBibliographicDataUsingMapReduce ......... 192
DollyMittal,AnjanaSangwan,andVeenaYadav
Networks
Securing of Identification System Data Transmission Using Deep
AutoencodersandDataHiding .......................................... 203
DrishtiAgarwal,AnandNayyar,andPreetiNagrath
ReviewonIoTBasedReal-TimeHealthcareMonitoringSystem ............. 221
Amit,ChanderKant,andSureshKumar
ABlockchain-BasedSolutionforElectronicMedicalRecordsSystem
inHealthcare ......................................................... 232
ShubhamSharma,SakshiKaushal,ShubhamGupta,andHarishKumar