Information and Communication Technology for Competitive Strategies (ICTCS 2021): ICT: Applications and Social Interfaces

794 Pages·2022·21.259 MB·English

by  Amit Joshi, Mufti Mahmud, Roshan G. Ragel

Lecture Notes in Networks and Systems 401
M. Shamim Kaiser
Juanying Xie
Vijay Singh Rathore   Editors
Information and
Communication
Technology
for Competitive
Strategies
(ICTCS 2021)
Intelligent Strategies for ICT
Lecture Notes in Networks and Systems
Volume 401
SeriesEditor
JanuszKacprzyk,SystemsResearchInstitute,PolishAcademyofSciences,
Warsaw,Poland
AdvisoryEditors
FernandoGomide,DepartmentofComputerEngineeringandAutomation—DCA,
SchoolofElectricalandComputerEngineering—FEEC,UniversityofCampinas—
UNICAMP,SãoPaulo,Brazil
OkyayKaynak,DepartmentofElectricalandElectronicEngineering,
BogaziciUniversity,Istanbul,Turkey
DerongLiu,DepartmentofElectricalandComputerEngineering,University
ofIllinoisatChicago,Chicago,USA
InstituteofAutomation,ChineseAcademyofSciences,Beijing,China
WitoldPedrycz,DepartmentofElectricalandComputerEngineering,Universityof
Alberta,Alberta,Canada
SystemsResearchInstitute,PolishAcademyofSciences,Warsaw,Poland
MariosM.Polycarpou,DepartmentofElectricalandComputerEngineering,
KIOSResearchCenterforIntelligentSystemsandNetworks,UniversityofCyprus,
Nicosia,Cyprus
ImreJ.Rudas,ÓbudaUniversity,Budapest,Hungary
JunWang,DepartmentofComputerScience,CityUniversityofHongKong,
Kowloon,HongKong
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· ·
M. Shamim Kaiser Juanying Xie
Vijay Singh Rathore
Editors
Information
and Communication
Technology for Competitive
Strategies (ICTCS 2021)
Intelligent Strategies for ICT
Editors
M.ShamimKaiser JuanyingXie
JahangirnagarUniversity SchoolofComputerScience
Dhaka,Bangladesh ShaanxiNormalUniversity
Xi’an,China
VijaySinghRathore
IISUniversity
Jaipur,India
ISSN 2367-3370 ISSN 2367-3389 (electronic)
LectureNotesinNetworksandSystems
ISBN 978-981-19-0097-6 ISBN 978-981-19-0098-3 (eBook)
https://doi.org/10.1007/978-981-19-0098-3
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Preface
SixthInternationalConferenceonInformationandCommunicationTechnologyfor
Competitive Strategies (ICTCS-2021) targets state of the art as well as emerging
topicspertainingtoinformationandcommunicationtechnologies(ICTs)andeffec-
tivestrategiesforitsimplementationforengineeringandintelligentapplications.
The conference is anticipated to attract a large number of high-quality submis-
sions, stimulate the cutting-edge research discussions among many academic
pioneeringresearchers,scientists,industrialengineers,studentsfromallaroundthe
world and provide a forum to researcher; propose new technologies, share their
experiences and discuss future solutions for design infrastructure for ICT; provide
a common platform for academic pioneering researchers, scientists, engineers and
studentstosharetheirviewsandachievements;enrichtechnocratsandacademicians
bypresentingtheirinnovativeandconstructiveideas;focusoninnovativeissuesat
internationallevelbybringingtogethertheexpertsfromdifferentcountries.
The conference was held during 17 and 18 December 2021, physically at Four
Points by Sheraton Jaipur, India, and digitally on Zoom organized by Global
KnowledgeResearchFoundation.
Researchsubmissionsinvariousadvancedtechnologyareaswerereceived,and
afterarigorouspeerreviewprocesswiththehelpofprogrammecommitteemembers
andexternalreviewer,150paperswereacceptedwithanacceptancerateof19%.All
150papersoftheconferenceareaccommodatedintwovolumes,andalso,papersin
thebookcompriseauthorsfromeightcountries.
Thiseventsuccesswaspossibleonlywiththehelpandsupportofourteamand
organizations. With immense pleasure and honour, we would like to express our
sincere thanks to the authors for their remarkable contributions, all the technical
program committee members for their time and expertise in reviewing the papers
withinaverytightschedule,andthepublisherSpringerfortheirprofessionalhelp.
v
vi Preface
We are overwhelmed by our distinguished scholars and appreciate them for
acceptingourinvitationtojoinusthroughthevirtualplatformanddeliverkeynote
speechesandtechnicalsessionchairsforanalysingtheresearchworkpresentedby
theresearchers.Mostimportantly,wearealsogratefultoourlocalsupportteamfor
theirhardworkfortheconference.Thisserieshasalreadybeenmadeacontinuous
serieswhichwillbehostedatdifferentlocationseveryyear.
Dhaka,Bangladesh M.ShamimKaiser
Xi’an,China JuanyingXie
Jaipur,India VijaySinghRathore
Contents
EfficientPredictionofFakeNewsUsingNovelEnsembleTechnique
BasedonMachineLearningAlgorithm .............................. 1
M.SudhakarandK.P.Kaliyamurthie
HybridAntParticleSwarmGeneticAlgorithm(APSGA)forTask
SchedulinginCloudComputing .................................... 9
ArzooandAnilKumar
AnonymizationofMulti-relationsDatasetsUsingSingleTable
Algorithms ........................................................ 21
Nisha,ArchanaSinghal,andSunilKumarMuttoo
Analytical Performance of QO-STBC Transmission
forShadowed-Rician(SR)FadingChannels .......................... 31
Abhishek,M.K.Arti,AartiJain,andPrateekAnand
SmartHealthandCybersecurityintheEraofArtificialIntelligence .... 41
MaheriyaArpitaandShaileshPanchal
AComprehensiveFrameworkfortheIoT-BasedSmartHome
AutomationUsingBlynk ........................................... 49
FarazDoja, ReenuBatra, SandeepTayal, PrashantVats,
andSiddharthaSankarBiswas
Predict Future Events Over Smart Environment Through
ModifiedAprioriAlgorithm ........................................ 59
LipichandaGoswami,VaskarDeka,andManojKumarDeka
Imbibing Auxiliary Information Using Transfer Learning
toImproveCollaborativeFiltering-BasedRecommenderSystem ....... 71
ShyamalShahandRonakkumarPatel
vii
viii Contents
AnEfficientResourceAllocationMechanismUsingIntelligent
Scheduling for Managing Energy in Cloud Computing
Infrastructure ..................................................... 81
M.Karuppasamy,M.JansiRani,andM.Prabha
OnlineLearningApp .............................................. 87
SpurthiS.BhatandMilindV.Kulkarni
AnEfficientUnderwaterImageRestorationModelforDigital
ImageProcessing .................................................. 95
JeevanJ.Jacob,S.Savitha,andDebasishMukherjee
Molecular Dynamics Simulations Accelerate on Elastic
Multi-GPUArchitectureBuildwithFP64/TF32LatestStreaming
MultiprocessorAmpereArchitecture ................................ 109
NishaAgrawal, AbhishekDas, RishiPathak, PankajDorlikar,
andManishModani
ObservationsandAnalysisofPowerQualityIndicesUsingCustom
PowerDevicesinPowerDistributionNetwork ........................ 121
VidulaS.Jape, HaripriyaH.Kulkarni, NetraM.Lokhande,
andDeepaliUbale
RedefiningText-to-SQLTaskasaMachineTranslationProblem ....... 131
AlakaDas
Rainfall Data-Based Time Series Forecasting Using Rolling
ForecastingModelforIndianGeographicArea ...................... 139
NileshMaltare,DharmendraSharma,andSachinPatel
ReformingTitleDeedsviaBlockchainandChallenges—Indian
Perspective ....................................................... 147
JyostnaGrandhi, SandeepRomana, MaheshPatil,
P.R.LakshmiEswari,andNileshKumar
AnalysisofVariousSecuritySchemesofInternetofThings ............ 163
MehulKapoorandPuneetJaiKaur
DetectionofSolarPanelFarmsUsingMachineLearning .............. 173
VanditaSrivastava
DesignandAnalysisofBandStopFilterUsingHexagonalSplit
RingResonatorforWirelessApplication ............................. 181
KhyatiChavdaandA.K.Sarvaiya
ImplementationofGenericMedicalDeviceSoftwareIntegration
withMultipleProtocolSupport ..................................... 189
DevashriRaich,YashpalSingh,andAshaAmbhaikar
Contents ix
SmartWaterManagement:ALearning-BasedApproach ............. 199
V.S.Yeshwanth, A.B.Vijayalakshmi, V.BudihalSuneeta,
andV.S.Saroja
BankManagementSystemUsingBlockchainTechnology ............. 209
ShrilalitaHegde,G.Aishwarya,AishwaryaHugar,andV.B.Suneeta
DesigninganEnsembleClassifierforClassifyingMulti-labelData ..... 219
ShriyaSalunkheandKiranBhowmick
Ultrasonic-Based Two-Factor Authentication System for Web
Applications ...................................................... 231
K.S.Shashank, AravindaHarithsa, AmoghKuruwatti,
MaheshwariDas,andM.S.VinayPrasad
LongShort-TermMemory(LSTM)LayersasaProposedLearning
AlgorithmforRainfallPrediction ................................... 243
DiptimanSenapati,ManaliNarendra,AnkitKumar,andSmitaRath
VirtualStocks:StockMarketSimulator ............................. 253
KhushiKhanchandani,NehaPatil,andVineetaBhujle
Real-Time Application for Deaf and Dumb: Bidirectional
CommunicationUsingLearningMethods ............................ 267
G.ArunPrasathandK.Annapurani
TheSelectionofElectroencephalogramSystemforStressDetection .... 277
NikitaR.HatwarandUjwallaH.Gawande
Comparative Analysis on Ontology-Based Contextual Senses
ApproachesforSearchEngine ...................................... 289
PoojaMudgil,PoojaGupta,ItiMathur,andNisheethJoshi
StaticGPSSurveysUsingGAGANSBASReceiverforHRSatellite
PhotogrammetricApplications ..................................... 305
V.S.S.N.GopalaKrishnaPendyala, HemanthaKumarKalluri,
andRajashreeVinodBothale
COVID-19 Risk Prediction with Regularized Discriminant
AnalysisandLassoRegressionUsingBoosterTree .................... 315
SadiyaSulaiman, NaderSalam, U.BarakkathNisha,
andR.YasirAbdullah
Industry4.0FrameworkUsing7-layerArchitectureforSmart
FactoryApplication ............................................... 323
L.R.SreedhanyaandSudeepBalan
Commercial Viability of Solar Thermal Hyper Distillation
ofWasteWater—Sainnova,ACaseStudy ........................... 333
PradnyaVishwasChitrao, PravinKumarBhoyar, KomalChopra,
andRajivDivekar