Table Of ContentLecture 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—
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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
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· ·
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)
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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
