Advanced Communication and Intelligent Systems: First International Conference, ICACIS 2022 Virtual Event, October 20–21, 2022 Revised Selected Papers PDF
Preview Advanced Communication and Intelligent Systems: First International Conference, ICACIS 2022 Virtual Event, October 20–21, 2022 Revised Selected Papers
Rabindra Nath Shaw Marcin Paprzycki Ankush Ghosh (Eds.) Communications in Computer and Information Science 1749 Advanced Communication and Intelligent Systems First International Conference, ICACIS 2022 Virtual Event, October 20–21, 2022 Revised Selected Papers Communications in Computer and Information Science 1749 EditorialBoardMembers JoaquimFilipe PolytechnicInstituteofSetúbal,Setúbal,Portugal AshishGhosh IndianStatisticalInstitute,Kolkata,India RaquelOliveiraPrates FederalUniversityofMinasGerais(UFMG),BeloHorizonte,Brazil LizhuZhou TsinghuaUniversity,Beijing,China Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/7899 · · Rabindra Nath Shaw Marcin Paprzycki Ankush Ghosh (Eds.) Advanced Communication and Intelligent Systems First International Conference, ICACIS 2022 Virtual Event, October 20–21, 2022 Revised Selected Papers Editors RabindraNathShaw MarcinPaprzycki GlobalPowerEnergy SystemsResearchInstitute Melbourne,Australia Warsaw,Poland AnkushGhosh TheNeotiaUniversity Sarisha,India ISSN 1865-0929 ISSN 1865-0937 (electronic) CommunicationsinComputerandInformationScience ISBN 978-3-031-25087-3 ISBN 978-3-031-25088-0 (eBook) https://doi.org/10.1007/978-3-031-25088-0 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicense toSpringerNatureSwitzerlandAG2023 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 Thebookfeaturesselectedhigh-qualitypaperspresentedattheInternationalConference on Advanced Communication and Intelligent Systems (ICACIS 2022), organized by WarsawManagementUniversity,PolandduringOctober20–21,2022,inonlinemode. Theconferencegotanoverwhelmingresponseandreceivedmorethan250papersfrom allaroundtheworld.Allsubmittedpaperswentthroughasingle-blindreviewprocess. Theacceptanceratewaslessthan30%.Theacceptedpapersarepublishedinthisvolume. Itfocusesoncurrentdevelopmentinthefieldsofcommunicationandintelligentsystems. Advances in artificial intelligence and machine learning have spawned fresh research activities all around the world in the last few years, as we examine novel approaches to constructing intelligent systems and smart communication technologies. The book covers topics such as Wireless Communication, Artificial Intelligence and Machine Learning, Robotics and Automation, Data Science, IoT, and Smart Applications. The book includes both focused and multidisciplinary research on these topics, providing up-to-dateinformationinoneplace.Itwillbebeneficialforreadersfrombothacademia andindustry. WearegratefultoallauthorswhosubmittedpapersforkeepingthequalityofICACIS atahighlevel.Theeditorsofthisbookwouldliketoacknowledgealltheauthorsfor theircontributionsandthereviewers.Wereceivedinvaluablehelpfromthemembersof theInternationalProgramCommitteeandthechairsresponsiblefordifferentaspectsof theconference.Wealsoappreciatetheroleofthespecialsessionorganizers.Thanksto allofthem,wewereabletocollectmanypapersoninterestingtopics,andduringthe conferencewehadveryinterestingpresentationsandstimulatingdiscussions. Wehopethatthevolumewillprovideusefulinformationtoprofessors,researchers, andgraduatestudentsintheareasofComputerScienceEngineering,Electronics,and CommunicationEngineeringandTechnologies,andalsoAIandIoTApplications.They willallfindthiscollectionofpapersinspiring,informative,anduseful.Wealsohopeto seeyouatafutureICACISevent. February2023 RabindraNathShaw MarcinPaprzycki AnkushGhosh Organization HonoraryChair LakhmiC.Jain KESInternational GeneralChairs MarcinPaprzycki PolishAcademyofSciences,Warsaw,Poland MonicaBianchini UniversityofSiena,Italy GeneralCo-chair SanjoyDas IndiraGandhiNationalTribalUniversity, Manipur,India ConferenceChairandChairofOversightCommittee RabindraNathShaw GlobalPowerEnergy,Australia ConferenceSecretary SaravananD. GalgotiasUniversity,India TechnicalChair AnkushGhosh TNU,India PublicationChair VincenzoPiuri UniversityofMilan,Italy PublicityChair PrashantR.Nair AmritaVishwaVidyapeetham,India viii Organization AdvisoryCommittee BimalK.Bose UniversityofTennessee,USA MuhammadH.Rashid UniversityofWestFlorida,USA MuhammetKoksal HalicUniversity,Turkey NasrudinBinAbdRahim UniversityofMalaysia,Malaysia HamidAliAbedAl-Asadi UniversityofBasra,Iraq TarekBouktir UniversityofSetif,Algeria SubramaniamGanesan OaklandUniversity,USA ClaudioMoragaRoco EuropeanCentreforSoftComputing,Spain SuganthanP.N. NanyangTechnologicalUniversity,Singapore SanjibKumarP. NationalUniversityofSingapore,Singapore RalphKennel TechnischeUniversitätMünchen,Germany UdayaMadawala UniversityofAuckland,NewZealand DylanLu UniversityofSydney,Australia YeapPeikFoong MultimediaUniversity,Malaysia TerenceKarran UniversityofLincoln,UK B.ChittiBabu UniversityofNottingham,Malaysia Jyh-HorngChou NKUAS,Taiwan YuriiBoreisha MinnesotaStateUniversity,USA HerbertH.C.Lu UniversityofWesternAustralia,Australia Contents Towards 6G-Enabled Edge-Cloud Continuum Computing – Initial Assessment ........................................................... 1 JaydipKumar, JitendraKSamriya, MarekBolanowski, AndrzejPaszkiewicz, WiesławPawłowski, MariaGanzha, KatarzynaWasielewska-Michniewska, BartłomiejSolarz-Niesłuchowski, MarcinPaprzycki, IgnacioLacalleÚbeda,andCarlosE.Palau Experiments with Big Semi-Structured Data Analytics for Digital Marketing ............................................................ 16 AndreeaLilianaBa˘dica˘,KumarNalinaksh,andAgnieszkaKról StratificationofWhiteBloodCellsUsingOptimizedDenseNet201Model ..... 31 KanwarpartapSinghGill,VatsalaAnand,SheifaliGupta,andPawełFigat Generating Functions and Approximations of the Caputo Fractional Derivative ............................................................ 48 YuriDimitrov,VenelinTodorov,RadanMiryanov,StefkaFidanova, andJanRusinek Real-Time3DReconstruction forMixedRealityTelepresence Using MultipleDepthSensors ................................................ 67 ShafinaAbdKarimIshigakiandAjuneWanisIsmail ARobustDataHidingSchemeUsingSingularValueDecomposition andWaveletTransform ................................................. 81 SudhirSinghandBuddhaSingh SimulationExperimentsofaDistributedFaultContainmentAlgorithm UsingRandomizedScheduler ........................................... 89 AnuragDasgupta,DavidTan,andKoushikMajumder NovelComputerVisionApproachforScale-SpecificGenerativeStick FigureasSyntheticTribalArtWorks ..................................... 97 SumanDeb, DebosmitNeogi, NatarajDas, ParthaPratimDas, BappadityaSarkar,andChinuMogChoudhari FacialEmotionRecognitionBasedonTexturalPatternandHistogram ofOrientedGradient ................................................... 111 MoutanMukhopadhyay, AniruddhaDey, AnkushGhosh, andRabindraNathShaw x Contents Fruit-Net:FruitsRecognitionSystemUsingConvolutionalNeuralNetwork .... 120 OliviaSahaMandal, AniruddhaDey, SubhrapratimNath, RabindraNathShaw,andAnkushGhosh PredictionofGlaucomaUsingDeepLearningBasedApproaches ............ 134 TiyashaDhara, ArpanAdhikary, KoushikMajumder, SantanuChatterjee,RabindraNathShaw,andAnkushGhosh DetectionofParkinson’sDiseaseThroughTelemonitoringandMachine LearningClassifiers .................................................... 146 ArpanAdhikary, KoushikMajumder, SantanuChatterjee, AnuragDasgupta,RabindraNathShaw,andAnkushGhosh ImplementationofSmartContractUsingEthereumBlockchain .............. 160 AsmitaPatelandBuddhaSingh PredictionofCompressiveStrengthofGeopolymerConcretebyUsing RandomForestAlgorithm .............................................. 170 ManvendraVerma, KamalUpreti, MohammadRafeekKhan, MohammadShabbirAlam,SoumiGhosh,andPrashantSingh CardiovascularDiseasePrognosisandAnalysisUsingMachineLearning Techniques ........................................................... 180 AnmolKapoor, ShreyaKapoor, KamalUpreti, PrashantSingh, SeemaKapoor, MohammadShabbirAlam, andMohammadShahnawazNasir CardiacDiseaseDetectionUsingIoT-EnabledECGSensorsandDeep LearningApproach .................................................... 195 PranaliP.LokhandeandKotadiChinnaiah CriticalEvaluationofSIMONandSPECKBLOCKCipherforDifferent ModesofOperation .................................................... 205 MonikaJangra,SwechchhaGupta,andBuddhaSingh AnAnalysisontheMethodsforWaterQualityPredictionfromSatellite ImagesandCameraImages ............................................. 214 MayankSingh, SubhadeepChatterjee, GautamBhandari, SafeerAhmad, RendlaSaiAdvaith, DhirajKumarSingh, andJebaShineyO EnergyEfficientRoutinginWirelssSensorNetworkforMovingNodes UsingMothFlameAlgorithmComparedwithVectorBasedRouting .......... 223 RamisettyLakshmiPavanKumarandVijayalakshmi
The list of books you might like
