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) PDF
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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 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland 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
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