Advanced Communication and Intelligent Systems: First International Conference, ICACIS 2022 Virtual Event, October 20–21, 2022 Revised Selected Papers

810 Pages·2023·77.954 MB·English

by  Rabindra Nath Shaw, Marcin Paprzycki, Ankush Ghosh

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
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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