Information and Communication Technology for Competitive Strategies (ICTCS 2021): ICT: Applications and Social Interfaces PDF
Preview Information and Communication Technology for Competitive Strategies (ICTCS 2021): ICT: Applications and Social Interfaces
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 The series “Lecture Notes in Networks and Systems” publishes the latest developmentsinNetworksandSystems—quickly,informallyandwithhighquality. Originalresearchreportedinproceedingsandpost-proceedingsrepresentsthecore ofLNNS. VolumespublishedinLNNSembraceallaspectsandsubfieldsof,aswellasnew challengesin,NetworksandSystems. The series contains proceedings and edited volumes in systems and networks, spanning the areas of Cyber-Physical Systems, Autonomous Systems, Sensor Networks, Control Systems, Energy Systems, Automotive Systems, Biological Systems, Vehicular Networking and Connected Vehicles, Aerospace Systems, Automation, Manufacturing, Smart Grids, Nonlinear Systems, Power Systems, Robotics,SocialSystems,EconomicSystemsandother.Ofparticularvaluetoboth the contributors and the readership are the short publication timeframe and the world-wide distribution and exposure which enable both a wide and rapid disseminationofresearchoutput. Theseriescoversthetheory,applications,andperspectivesonthestateoftheart andfuturedevelopmentsrelevanttosystemsandnetworks,decisionmaking,control, complexprocessesandrelatedareas,asembeddedinthefieldsofinterdisciplinary andappliedsciences,engineering,computerscience,physics,economics,social,and lifesciences,aswellastheparadigmsandmethodologiesbehindthem. IndexedbySCOPUS,INSPEC,WTIFrankfurteG,zbMATH,SCImago. AllbookspublishedintheseriesaresubmittedforconsiderationinWebofScience. ForproposalsfromAsiapleasecontactAnindaBose([email protected]). Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/15179 · · 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 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNature SingaporePteLtd.2023 Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether thewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuse ofillustrations,recitation,broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,and transmissionorinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilar ordissimilarmethodologynowknownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsor theeditorsgiveawarranty,expressedorimplied,withrespecttothematerialcontainedhereinorforany errorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictional claimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSingaporePteLtd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore 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
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