Proceedings of Third International Conference on Sustainable Expert Systems: ICSES 2022 PDF
Preview Proceedings of Third International Conference on Sustainable Expert Systems: ICSES 2022
Lecture Notes in Networks and Systems 587 Subarna Shakya Valentina Emilia Balas Wang Haoxiang Editors Proceedings of Third International Conference on Sustainable Expert Systems ICSES 2022 Lecture Notes in Networks and Systems Volume 587 SeriesEditor JanuszKacprzyk,SystemsResearchInstitute,PolishAcademyofSciences, Warsaw,Poland AdvisoryEditors FernandoGomide,DepartmentofComputerEngineeringandAutomation—DCA, SchoolofElectricalandComputerEngineering—FEEC,Universityof Campinas—UNICAMP,SãoPaulo,Brazil OkyayKaynak,DepartmentofElectricalandElectronicEngineering, BogaziciUniversity,Istanbul,Turkey DerongLiu,DepartmentofElectricalandComputerEngineering,Universityof IllinoisatChicago,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 Theseries“LectureNotesinNetworksandSystems”publishesthelatestdevelop- mentsinNetworksandSystems—quickly,informallyandwithhighquality.Original researchreportedinproceedingsandpost-proceedingsrepresentsthecoreofLNNS. 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 thecontributorsandthereadershiparetheshortpublicationtimeframeandtheworld- widedistributionandexposurewhichenablebothawideandrapiddisseminationof researchoutput. 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]). · · Subarna Shakya Valentina Emilia Balas Wang Haoxiang Editors Proceedings of Third International Conference on Sustainable Expert Systems ICSES 2022 Editors SubarnaShakya ValentinaEmiliaBalas DepartmentofElectronics AutomationandAppliedInformatics andCommunicationEngineering AurelVlaicuUniversityofArad PulchowkCampus,InstituteofEngineering Arad,Romania TribhuvanUniversity Lalitpur,Nepal WangHaoxiang GoPerceptionLaboratory CornellUniversity Ithaca,NY,USA ISSN 2367-3370 ISSN 2367-3389 (electronic) LectureNotesinNetworksandSystems ISBN 978-981-19-7873-9 ISBN 978-981-19-7874-6 (eBook) https://doi.org/10.1007/978-981-19-7874-6 ©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 Wearehonoredtodedicatethisbooktoall thetechnicalprogramcommitteemembers, editorsandauthorsofICSES2022. Preface This proceeding includes the papers presented in the 3rd International Conference onSustainableExpertSystems[ICSES2022],OrganizedbyTribhuvanUniversity (TU), Nepal with a primary focus on the research information related to Artificial Intelligence[AI],Sustainability,andExpertSystemsappliedinalmostalltheareasof industries,governmentsectors,andacademiaworldwide.ICSES2022willprovide anopportunityfortheresearcherstopresenttheirresearchresultsandexaminethe advanced applications in Artificial Intelligence [AI] and the expert systems field. Nevertheless,thisproceedingwillpromotenoveltechniquestoextendthefrontiers ofthisfascinatingresearchfield. Advancementinboththesustainabilityandintelligentsystemsdisciplinesrequire an exchange of thought and ideas of audiences from different parts of the world. The2022InternationalConferenceonSustainableExpertSystemswaspotentially designedtoencouragetheadvancementandapplicationofsustainabilityandartificial intelligencemodelsintheexistingcomputingsystems.ICSES2022receivedatotal of327manuscriptsfromvariouscountries,whereinthesubmittedpapershavebeen peer-reviewedbyatleast2reviewersdrawnfromthetechnicalconferencecommittee, externalreviewers,andalsofromeditorialboarddependingontheresearchdomainof thepapers.Througharigorouspeer-reviewprocess,thesubmittedpapersareselected basedontheresearchnovelty,clarityandsignificance.Outofthese,76paperswere acceptedforpublicationinICSES2022proceedings.Itcoverspapersfromseveral significantthematicareasnamelydatascience,wirelesscommunication,intelligent systems,socialmedia,andimageprocessing. Toconclude,thisproceedingwillprovideawrittenresearchsynergythatalready existsbetweentheintelligentexpertsystemsandnetwork-enabledcommunities,and representsaprogressiveframeworkfromwhichnewresearchinteractionwillresult inthenearfuture.Ilookforwardontheevolvingofthisconferencethemeovertime andtolearningmoreonthenetworksustainabilityandcontinuetopavethewayfor applicationsofnetworksustainabilityintheemergingintelligentexpertsystems. Lalitpur,Nepal Prof.Dr.SubarnaShakya vii Contents Design, Development, and Implementation of Software EngineeringVirtualLaboratory:ABoontoComputerScience andEngineering(CSE)EducationDuringCovid-19Pandemic ........ 1 AshrafAlamandAtasiMohanty TheEffectofFacebookSocialMediaonRecentJambiRegional Election—AnEmpiricalDataAnalysis ............................. 21 DimasSubektiandTitinPurwaningsih EstimatingtheIntervalsBetweenMountEtnaEruptions ............. 35 KshitijDhawan SentimentEnhancedSmartMovieRecommendationSystem ......... 45 V.Ranjith,RashmitaBarick,C.V.Pallavi,S.Sandesh,andR.Raksha A Machine Learning Model for Predictive Maintenance ofaStepperMotorUsingDigitalSimulationData ................... 57 B.SivathanuKumar, A.Aravindraj, T.A.S.SakthiPriya, SriNihanth,DhanalakshmiBharati,andN.Mohankumar ImpactofPollutantsonTemperatureChangeandForecasting TemperatureofUSCities ......................................... 71 TanmaayKankaria, BandlaVaibhavKrishna, DuppanapudiSuryaTeja, D.V.S.DineshChandraGuptaKolipakula,andR.Sujee Hybrid Precoding Schemes for mmWave Massive MIMO Systems—AComprehensiveSurvey ................................ 83 V.Baranidharan, K.P.NithishSriman, V.SudhanSiddarth, P.Sudharsan,M.Krishnan,andA.B.TharikaaSrinithi OptimizedWebServiceCompositionUsingHybridEvolutionary Algorithms ....................................................... 93 S.Subbulakshmi,M.Seethalakshmi,andDevikaUnni ix x Contents OrganizationSecurityFramework—ADefensiveMechanism ......... 105 SayoojB.Kumar, KrishnaRajeev, SarangDileep, AdilMuhammedAshraf,andT.Anjali TrustyMedicare:AnOnlineVirtualCareSystem ................... 115 ArunaU.Gawade,ShouryaAmitKothari,SaloniDeepakPatel, RushiBhaveshDesai,andVarunDineshTalreja Blockchain-BasedRemoteConstructionMonitoringUsingUAV inSITLSimulation ............................................... 131 L.SherinBeevi, S.Muthusundari, D.VishnuSakthi, andG.Subhashini PapayaDiseasesDetectionUsingGLCMFeatureExtraction andHyperparatuningofMachineLearningApproach ............... 145 SnehalJ.BanaraseandS.D.Shirbahadurkar ImageForgeryandImageTamperingDetectionTechniques: AReview ........................................................ 159 S.HridyaNair, KasthuriA.S.Nair, NiharikaPadmanabhan, S.Remya,andRiyaRatnakaran Low-VoltageRide-ThroughforaThree-PhaseGrid-Integrated Single-StageInverter-BasedPhotovoltaicSystemUsingFuzzy LogicControl .................................................... 181 M.SahanaandN.Sowmyashree AutomatedDetectionofMalariaParasitefromGiemsa-Stained ThinBloodSmearImages ......................................... 195 V.VanithaandS.Srivatsan ForecastingDiabeticFootUlcersUsingDeepLearningModels ........ 211 ShivaShankarReddy, LaalasaAlluri, MaheshGadiraju, andRavibabuDevareddi Artificial Intelligence-Based Chronic Kidney Disease Prediction—AReview ............................................ 229 A.M.AmareshandMeenakshiSundaramA. SmartHomeSecuritySystemUsingFacialRecognition .............. 239 G.Puvaneswari,M.Ramya,R.Kalaivani,andS.BavithraGanesh Automated Algorithm for Neurodegenerative Disorder DetectionUsingGait-BasedFeatures ............................... 253 RichaTengshe, AkankshaSingh, PriyanshuRaj, SaaviYadav, SyedaKauserFathima,andBinishFatimah Contents xi Health Monitoring System for Comatose Patient Using Raspberry-Pi .................................................... 263 C.Visvesvaran, S.Kamalakannan, M.MariaRubiston, K.Aventhika,V.C.BinshaVinod,andV.Deepashri DigitalSkeletonizationforBio-MedicalImages ...................... 277 SrinivasaRaoPerumalla,B.Alekhya,andM.C.Raju IoT-BasedConditionMonitoringofBusbar ......................... 293 LloiedAbrahamLincoln, ChandrashekharBadachi, andPradipkumarDixit Novel CNN Approach (YOLO v5) to Detect Plant Diseases andEstimationofNutritionalFactsforRawandCookedFoods ....... 305 M.NajmaandG.Sekar The Evolution of Ad Hoc Networks for Tactical Military Communications:Trends,Technologies,andCaseStudies ............ 331 ZalakPatel,PimalKhanpara,SharadaValiveti,andGaurangRaval ModifiedFloatingPointAdderandMultiplierIPDesign ............. 347 S.Abhinav,D.Sagar,andK.B.Sowmya MetaEmbeddingsforLinCEDataset ............................... 363 T.RaviTeja,S.Shilpa,andNeethaJoseph Recent Trends in Automatic Autism Spectrum Disorder DetectionUsingBrainMRI ........................................ 375 TriveniD.DhamaleandSheetalU.Bhandari A Pipeline for Business Intelligence and Data-Driven Root CauseAnalysisonCategoricalData ................................ 389 ShubhamThakarandDhananjayKalbande Non-knowledgeBasedDecisionSupportSystem ..................... 399 N.L.Taranath, B.P.AniruddhaPrabhu, RakeshDani, DeveshTiwari,andL.M.Darshan InteractiveImageGenerationUsingCycleGANOverAWS Cloud ........................................................... 411 LakshmiHemanthNallamothu, TejPratapRamisetti, VamsiKrishnaMekala, KiranAramandla, andRajeswaraRaoDuvvada Challenges and New Opportunities in Diverse Approaches ofBigDataStreamAnalytics ...................................... 425 NiravBhatt,AmitThakkar,NikitaBhatt,andPurviPrajapati
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