Digital Transformation Technology: Proceedings of ITAF 2020 (Lecture Notes in Networks and Systems, 224) PDF
Preview Digital Transformation Technology: Proceedings of ITAF 2020 (Lecture Notes in Networks and Systems, 224)
Lecture Notes in Networks and Systems 224 Dalia A. Magdi Yehia K. Helmy Mohamed Mamdouh Amit Joshi Editors Digital Transformation Technology Proceedings of ITAF 2020 Lecture Notes in Networks and Systems Volume 224 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, UniversityofAlberta,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. Moreinformationaboutthisseriesathttp://www.springer.com/series/15179 · · Dalia A. Magdi Yehia K. Helmy · Mohamed Mamdouh Amit Joshi Editors Digital Transformation Technology Proceedings of ITAF 2020 Editors DaliaA.Magdi YehiaK.Helmy CanadianInternationalCollege DepartmentofInformationSystems SadatAcademyforManagementSciences HelwanUniversity NewCairo,Egypt Cairo,Egypt MohamedMamdouh AmitJoshi DepartmentofComputerSciences GlobalKnowledgeResearchFoundation AhramCanadianUniversity Ahmedabad,India Cairo,Egypt ISSN2367-3370 ISSN2367-3389 (electronic) LectureNotesinNetworksandSystems ISBN978-981-16-2274-8 ISBN978-981-16-2275-5 (eBook) https://doi.org/10.1007/978-981-16-2275-5 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNature SingaporePteLtd.2022 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,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbook 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 This volume contains the papers presented at ITAF 2020, Digital Transformation Technology:InformaticsInsights,heldonlineduetoCOVID-19pandemicatCairo, Egypt,26and27January2021,collaboratedbyGlobalKnowledgeResearchFoun- dation. The associated partners were Springer and InterYIT IFIP. The 2nd ITAF Congress featured two days of focused networking and information sharing at the IoT cutting edge. This first edition brought together researchers, leading innova- tors,businessexecutives,andindustryprofessionalstoexaminethelatestadvances and applications for commercial and industrial end users across sectors within the emerging Internet of things ecosphere. It targeted the state-of-the-art as well as emergingtopicsrelatedtotheInternetofthingssuchasbigdataresearch,emerging servicesandanalytics,Internetofthings(IoT)fundamentals,electroniccomputation andanalysis,bigdataformulti-disciplineservices,security,privacyandtrust,IoT technologies,andopenandcloudtechnologies. The main objective of the conference was to provide opportunities for the researchers, academicians, industry persons, students, and expertise from all over the world to interact and exchange ideas and experience in the field of Internet of things. It also focused on innovative issues at the international level by bringing togethertheexpertsfromdifferentcountries. Itintroducedemergingtechnologicaloptions,platforms,andcasestudiesofIoT implementationintheareasbyresearchers,leaders,engineers,executives,anddevel- opers who will present the IoT industry which are dramatically shifting business strategiesandchangingthewaywelive,work,andplay. The ITAF Conference incited keynotes, case studies, and breakout sessions, focusingonsmartsolutionsleadingEgyptinIoTtechnologiesinto2030andbeyond. TheconferencestartedwiththewelcomespeechofAssoc.Prof.DaliaA.Magdi, ConferenceChair,ITAF2020;Prof.InasEzz,ActingPresidentofSadatAcademyfor ManagementSciences;Dr.AmitJoshi,OrganizingSecretary,ITAF2020,Director of Global Knowledge Research Foundation; and Mr. Aninda Bose, Sr. Publishing Editor,SpringerNature. OnbehalfofITAF2020board,wethankallrespectablekeynotespeakers,Senator HayamFarouk,MemberoftheEgyptianSenate;MikeHinchey,Ph.D.Professorand v vi Preface Director—LERO, University of Limerick, Ireland, and President, IFIP—Interna- tionalFederationforInformationProcessing;SirAnindaBose,Sr.PublishingEditor, Springer Nature, Germany; Prof. Mohamed Zahran, Computer Science Depart- ment, Courant Institute of Mathematical Sciences, New York University; Nilanjan Dey, Ph.D. Associate Professor—JIS University, Kolkata, India; Mihir Chauhan, Director—Global Knowledge Research Foundation, India; Dr. Khaled Elbehiery, ProfessorofComputerNetworkingandCloudEngineering,ParkUniversity,USA, and Senior Director, Charter Communications, Inc., USA; Dr Ahmed Samir, Data ScienceSeniorManager,Vodafone;Prof.MagdyAboelEla,ComputerandInforma- tionSystemsDepartment,SadatAcademyforManagementSciences;Prof.Nevine Makram,ChairofComputerandInformationSystemsDepartment,SadatAcademy forManagementSciences;andProf.AmalElsayedAboutabl,Professor,Computer Science Department, and Vice Dean for Community Service and Environmental Development,HelwanUniversity. Alotofresearchesweresubmittedinvariousadvancedtechnologyareas,and37 researcheswerereviewedandacceptedbythecommitteememberstobepresented and published. There were four technical sessions in total, and talks on academic andindustrialsectorwerefocusedonboththedaysasfollows: (cid:129) CloudSecurityandDTApplications (cid:129) BigDataandAIinDigitalTransformation (cid:129) DigitalTransformationinBusiness (cid:129) AIandIoTinHealthCare Onbehalfoftheconferencechairsandeditors,weoweaspecialthankstoProf. InasEzz,ActingPresident,SadatAcademyforManagementSciences,forhersupport and participation, and we also thank Senator Hayam Farouk, Member, Egyptian Senate, for her speech; many thanks to all the keynote speakers, researchers and attendeesofthisconference,wishingtoseeyousooninITAF2021. NewCairo,Egypt AssociateProfessorDaliaA.Magdi ConferenceChairandEditor Contents Cloud-SecuriyandDTApplications GravitationalEnergy;Aerospace’sFutureTechnology ................ 3 HussamElbehieryandKhaledElbehiery EntropyDetection-BasedSpectrumSensinginFrequencyDomain UnderNoiseUncertaintyforCognitiveRadiosNetworks .............. 29 MonaA.Fouda,AdlyS.TagEldien,andHalaA.K.Mansour Detecting Semantic Social Engineering Attack in the Context ofInformationSecurity ............................................ 43 EmanAliMetwally,NohaA.Haikal,andHassanHusseinSoliman ISRisksGovernanceforCloudComputingService ................... 67 MohamedGamal, ImanM.A.Helal, SherifA.Mazen, andSherifElhennawy BlockchainTechnologyinCloudComputing:ChallengesandOpen Issues ............................................................ 81 MuneerBaniYassein,IsmailHmeidi,OmarAlomari,WailMardini, OmarAlZoubi,andDraganaKrstic Micro-energySystems(MESs);ModelingandOptimalOperating BasedonNSGA-II ................................................. 99 MostafaAl-Gabalawy, AhmedR.Adly, AlmoatazY.Abdelaziz, andNesreenS.Hosny Hybrid Cryptography for Cloud Security: Methodologies andDesigns ....................................................... 129 SheriefH.MuradandKamelHusseinRahouma BigDataandAIinDigitalTransformation AStudyofSentimentAnalysisApproachesinShortText .............. 143 AhmedF.Ibrahim, M.Hassaballah, AbdelmgeidA.Ali, andIbrahimA.Ibrahim vii viii Contents Teleportation;NextLeaptoOuterSpace ............................ 153 KhaledElbehieryandHussamElbehiery PracticalComparisonBetweentheLR(1)Bottom-UpandLL(1) Top-DownMethodology ............................................ 169 NabilAmeinAli ASolutionforHandlingBigDataHeterogeneityProblem ............. 185 AhmadM.GamalEl-DinandM.B.Senousy RecognizingClothingPatternsandColorsforBVIPeopleUsing DifferentTechniques ............................................... 195 MahmoudAllam,IslamElShaarawy,andSaraAhmedFarghal FuzzyLogicinControlTheory ..................................... 217 MichaelGr.Voskoglou Text-to-ImageSynthesis:AComparativeStudy ...................... 229 RazanBayoumi,MarcoAlfonse,andAbdel-BadeehM.Salem COVID-19Pandemic’sImpactonE-learningPlatforms:ASurvey ..... 253 JeanneGeorgesandDaliaMagdi DigitalTransformationinBusiness AComparativeAnalysisofCreditCardFraudDetectionUsing MachineLearningandDeepLearningTechniques .................... 267 MohamedAshraf,MohamedA.Abourezka,andFahimaA.Maghraby The Mediating Role of Customer Experience Management in the Relationship Between E-Commerce and Supply Chain ManagementPractices ............................................. 283 DaliaYouniss AgritechStartupEcosysteminUkraine:IdeasandRealization ........ 311 VitalinaBabenko, LarysaZomchak, MarynaNehrey, Abdel-BadeehM.Salem,andOleksandrNakisko The Role of Digital Transformation in Enhancing Business ResiliencewithPandemicofCOVID-19 .............................. 323 YasminElgazzar,RehabEl-Shahawy,andYoussefSenousy BankruptcyPredictionUsingArtificialIntelligenceTechniques: ASurvey ......................................................... 335 SamarAly,MarcoAlfonse,andAbdel-BadeehM.Salem AProposedFrameworktoApplySecuredMobileBankinginEgypt .... 361 NevienMakramLabibandNerminIbrahimAlarabi Contents ix Modeling aBusiness IntelligentSystemforManaging Orders toSupplierintheRetailChainwithUnifiedModelLanguage .......... 375 SilviaParushevaandDanielaPencheva Forecasting in Enterprise Resource Planning (ERP) Systems: ASurvey ......................................................... 395 HassanElMadany,MarcoAlfonse,andMostafaAref Real-TimeMachineLearning-BasedFrameworkfortheAnalysis ofBankingFinancialData .......................................... 407 AhmedMahmoud,AhmedSalem,andEmadElsamahy E-CommerceinUkraine:Place,RangeofProblems,andProspects ofDevelopment .................................................... 423 VitalinaBabenko, IrynaPerevozova, OleksandrPrystemskyi, OlhaAnisimova,AlexandrFedorchuk,andIrynaBalabanova AIandIoTinHealthcare HybridRough-GeneticClassificationModelforIoTHeartDisease MonitoringSystem ................................................ 437 MohammedM.EisaandMonaH.Alnaggar DiagnosisandDetectionofLiverCirrhosisBasedonImageAnalysis ... 453 AhmedGaber,AlaaHamdy,HammamAbdelaal,andHassanYouness BreastCancerClassificationinIoTFramework ...................... 463 MohammedM.Eissa,MagdyZakaria,andAbeerHekal ComparativeStudyofMachineLearningModelsforOnsetSepsis Prediction ........................................................ 479 ZeinaRayan,MarcoAlfonse,andAbdel-BadeehM.Salem ASystematicLiteratureReviewofDNA-BasedSteganography Techniques: Research Trends, Data Sets, Methods, andFrameworks .................................................. 495 MohammedA.Farahat,A.Abdo,andSamarK.Kassim ForecastingCOVID-19PandemicUsingLinearRegressionModel ..... 507 HebaM.Sabri,AhmadM.GamalEl-Din,andLamiaAladel GulfAreaCOVID-19CasesPredictionUsingDeepLearning .......... 521 KareemKamalA.Ghany,HossamM.Zawbaa,andHebaM.Sabri DiagnosisofAlzheimer’sDisease:MethodsandChallenges ............ 531 SarahA.Soliman,El-SayedA.El-Dahshan,andAbdel-BadeehM.Salem SepsisPredictionModelintheIntensiveCareUnit(ICU)Using SupportVectorMachine(SVM) .................................... 539 ZeinaRayan,MarcoAlfonse,andAbdel-BadeehM.Salem
The list of books you might like
