Advances in Intelligent Systems and Computing 800 Shahram Latifi Editor 16th International Conference on Information Technology-New Generations (ITNG 2019) Advances in Intelligent Systems and Computing Volume 800 Serieseditors JanuszKacprzyk,SystemsResearchInstitute,PolishAcademyofSciences,Warsaw,Poland e-mail:[email protected] Theseries“AdvancesinIntelligentSystemsandComputing”containspublicationsontheory, applications,anddesignmethodsofIntelligentSystemsandIntelligentComputing.Virtually all disciplines such as engineering, natural sciences, computer and information science, ICT, economics, business, e-commerce, environment, healthcare, life science are covered. The list of topics spans all the areas of modern intelligent systems and computing such as: computational intelligence, soft computing including neural networks, fuzzy systems, evolu- tionarycomputingandthefusionoftheseparadigms,socialintelligence,ambientintelligence, computational neuroscience, artificial life, virtual worlds and society, cognitive science and systems,PerceptionandVision,DNAandimmunebasedsystems,self-organizingandadaptive systems, e-Learning and teaching, human-centered and human-centric computing, recom- mender systems, intelligent control, robotics and mechatronics including human-machine teaming, knowledge-based paradigms, learning paradigms, machine ethics, intelligent data analysis,knowledgemanagement,intelligentagents,intelligentdecisionmakingandsupport, intelligentnetworksecurity,trustmanagement,interactiveentertainment,Webintelligenceand multimedia. The publications within “Advances in Intelligent Systems and Computing” are primarily proceedingsofimportantconferences,symposiaandcongresses.Theycoversignificantrecent developments in the field, both of a foundational and applicable character. An important characteristic feature of the series is the short publication time and world-wide distribution. Thispermitsarapidandbroaddisseminationofresearchresults. **Indexing:ThebooksofthisseriesaresubmittedtoISIProceedings,EI-Compendex, DBLP,SCOPUS,GoogleScholarandSpringerlink** AdvisoryBoard Chairman NikhilR.Pal,IndianStatisticalInstitute,Kolkata,India e-mail:[email protected] Members RafaelBelloPerez,FacultyofMathematics,PhysicsandComputing,UniversidadCentraldeLasVillas, SantaClara,Cuba e-mail:[email protected] EmilioS.Corchado,UniversityofSalamanca,Salamanca,Spain [email protected] HaniHagras,SchoolofComputerScience&ElectronicEngineering,UniversityofEssex,Colchester, UK e-mail:[email protected] László T. Kóczy, Department of Information Technology, Faculty of Engineering Sciences, Gyo˝r, Hungary e-mail:[email protected] VladikKreinovich,DepartmentofComputerScience,UniversityofTexasatElPaso,ElPaso,TX,USA e-mail:[email protected] Chin-TengLin,DepartmentofElectricalEngineering,NationalChiaoTungUniversity,Hsinchu,Taiwan e-mail:[email protected] JieLu,FacultyofEngineeringandInformationTechnology,UniversityofTechnologySydney,Sydney, NSW,Australia e-mail:[email protected] PatriciaMelin,GraduateProgramofComputerScience,TijuanaInstituteofTechnology,Tijuana,Mexico e-mail:[email protected] Nadia Nedjah, Department of Electronics Engineering, University of Rio de Janeiro, Rio de Janeiro, Brazil e-mail:[email protected] Ngoc Thanh Nguyen, Faculty of Computer Science and Management, Wrocław University of Technology,Wrocław,Poland e-mail:[email protected] Jun Wang, Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong,Shatin,HongKong e-mail:[email protected] Moreinformationaboutthisseriesathttp://www.springer.com/series/11156 Shahram Latifi Editor 16th International Conference on Information Technology-New Generations (ITNG 2019) 123 Editor ShahramLatifi DepartmentofElectricalandComputerEngineering UniversityofNevada LasVegas,NV,USA ISSN2194-5357 ISSN2194-5365 (electronic) AdvancesinIntelligentSystemsandComputing ISBN978-3-030-14069-4 ISBN978-3-030-14070-0 (eBook) https://doi.org/10.1007/978-3-030-14070-0 ©SpringerNatureSwitzerlandAG2019 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthematerialis concerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation,broadcasting,reproduction onmicrofilmsorinanyotherphysicalway,andtransmissionorinformationstorageandretrieval,electronicadaptation, computersoftware,orbysimilarordissimilarmethodologynowknownorhereafterdeveloped. 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Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Contents PartI Cybersecurity 1 FastModularSquaringwithAVX512IFMA............................... 3 NirDruckerandShayGueron 2 PasswordSecurityinOrganizations:UserAttitudesandBehaviorsRegarding PasswordStrength ..................................................... 9 TahaniAlmehmadiandFahadAlsolami 3 DetectingandPreventingFileAlterationsintheCloudUsingaDistributed CollaborativeApproach ................................................ 15 JoséAntonioCárdenas-HaroandMauriceDawsonJr. 4 ComparingBlackRidgeTransportAccessControl(TAC),BrainWaves AuthenticationTechnologyandSecureSocketsLayerVisibility Appliance(SSL-VA).................................................... 19 HosseinZare,MohammadJ.Zare,PeterOlsen,andMojganAzadi 5 Comparing Cellphones, Global Positioning Systems (GPSs), Email andNetworkandCyber-Forensics ....................................... 29 HosseinZare,PeterOlsen,MohammadJ.Zare,andMojganAzadi 6 MakingAESGreatAgain:TheForthcomingVectorizedAESInstruction .... 37 NirDrucker,ShayGueron,andVladKrasnov 7 OntoCexp:AProposalforConceptualFormalizationofCriminal Expressions ........................................................... 43 RicardoResendede Mendonça,Ferruciode FrancoRosa, AntonioCarlosTheophiloCostaJr.,RodrigoBonacin,andMarioJino 8 AnInstrumentforMeasuringPrivacyinIoTEnvironments ................ 49 BrunoLopes,DiegoRobertoGonçalvesdePontes,andSergioDonizettiZorzo 9 ForensicAnalysisofLinkedIn’sDesktopApplicationonWindows10OS..... 57 SamanBashir,HaiderAbbas,NarmeenShafqat,WaseemIqbal, andKashifSaleem 10 AnalysisofWindowsOS’sFragmentedFileCarvingTechniques: ASystematicLiteratureReview ......................................... 63 NoorUlAinAli,WaseemIqbal,andNarmeenShafqat 11 Cybersecurity Certification: Certified Information Systems Security Professional(CISSP) ................................................... 69 PingWangandHubertD’Cruze v vi Contents 12 DiscoveringStudentInterestandTalentinGraduateCybersecurity Education ............................................................. 77 SherriAufmanandPingWang 13 TheMiraiBotnetandtheImportanceofIoTDeviceSecurity ............... 85 AlexanderG.Eustis 14 TheStudyoftheEffectivenessoftheSecureSoftwareDevelopmentLife-Cycle ModelsinITProjectManagement ....................................... 91 SanioraR.DuclervilandJing-ChiouLiou 15 FightingAgainstMoneyLaundering:ASystematicMapping ............... 97 BrunoLuizKreutzBarroso,FábioMangueira,andMethaniasColaçoJúnior 16 SmartLock:AccessControlThroughSmartContracts andSmartProperty .................................................... 105 MauricioXavierZaparoli,AdlerDinizdeSouza, andAndreHenriquedeOliveiraMonteiro 17 BiometricSystem:SecurityChallengesandSolutions ...................... 111 BayanAlzahraniandFahadAlsolami 18 AccessControlsinInternetofThingstoAvoidMaliciousActivity............ 119 YenumulaB.Reddy 19 AnalyzingD-WaveQuantumMacroAssemblerSecurity.................... 125 HeshamH.Alsaadi,MontherAldwairi,andEva-MarieMuller-Stuler PartII SoftwareTesting 20 ASystematicReviewBasedonEarnedValueManagementandQuality ...... 135 ChristopherdeSouzaLimaFranciscoandAdlerDinizdeSouza 21 UrgentandEmergencyCare:AnAcademicApplicationSystem CaseStudy ............................................................ 143 DanielaAmericadaSilva,FabioKfouri,SamaraCardosodosSantos, LuizHenriqueCoura,WilsonCristoni,GildarcioSousaGoncalves, LeonardoGuimaraesdosSantos,JoseCrisostomoOzorioJunior, BresleiMaxReisdaFonseca,JeanCarlosLourencoCosta,JulianaPasquini, AlexandreNascimento,JohnnyMarques,LuizAlbertoVieiraDias, AdilsonMarquesdaCunha,PauloMarceloTasinaffo,BeatrizPerondi, AnnaMiethke-Morais,AmandaCardosoMontal,SolangeReginaGiglioliFusco, andThiagoSakamoto 22 Decentralizing Rehabilitation: Using Blockchain to Store Exoskeletons’ Movement............................................................. 153 DanielaAmericadaSilva,ClaudioAugustoSilveiraLelis,LuizHenriqueCoura, SamaraCardosodosSantos,LeticiaYanaguya,JoseCrisostomoOzorioJunior, IsaiasdaSilvaTiburcio,GildarcioSousaGoncalves, BresleiMaxReisdaFonseca,AlexandreNascimento,JohnnyCardosoMarques, LuizAlbertoVieiraDias,AdilsonMarquesdaCunha,PauloMarceloTasinaffo, ThaisTavaresTerranova,MarcelSimis,PedroClaudioGonsalesdeCastro, andLinamaraRizzoBattistella 23 Analysis and Comparison of Frameworks Supporting Formal System DevelopmentbasedonModelsofComputation ............................ 161 AugustoY.Horita,RicardoBonna,andDenisS.Loubach Contents vii 24 SubsumptioninMutationTesting:AnAutomatedModelBasedonGenetic Algorithm............................................................. 169 MariaCristinaTenório,RobertaVilhenaVieiraLopes,JoseanaFechine, TarsisMarinho,andEvandroCosta 25 SocialPerceptionsAboutAdoptingSmartphoneApplicationsintheContext ofCollaborativeSecurity ............................................... 177 Mateusde Oliveira,AdrianaPrestMattedi,andRodrigoDuarteSeabra 26 AnExperienceReportfromtheMigrationofLegacySoftwareSystemsto MicroserviceBasedArchitecture ........................................ 183 HugoHenriqueS.daSilva,GlaucodeF.Carneiro,andMiguelP.Monteiro 27 Using Symbolic Dates of the Linear Logic to Verify Performance RequirementsinSOAModels ........................................... 191 KêniaSantosdeOliveiraandStéphaneJulia PartIII DataMiningandBigDataAnalytics 28 ABigDataExperimenttoAssesstheEffectivenessofDeepLearning NeuralNetworksintheMiningofSustainableAspects oftheHotelsClientsOpinions........................................... 201 ThiagodeOliveiraLima,MethaniasColaçoJúnior,KleberH.deJ.Prado, andAdalbertodosS.Júnior 29 HandlingImbalancedTimeSeriesThroughEnsembleofClassifiers: AMulti-classApproachforSolarFlareForecasting........................ 209 SérgioLuisirDíscolaJunior,JoséRobertoCecatto,MárcioMerinoFernandes, andMarcelaXavierRibeiro 30 FaultDiagnosticsforMultivariateNon-normalProcesses................... 215 DenwickMunjeri,MaliAbdollahain,andNadeeraGunaratne 31 Business Intelligence: Determination of Customers Satisfaction withtheDetectionofFacialExpression................................... 221 FaribaRezaeiArefi,FatemehSaghafi,andMasoudRezaei 32 DataIntegrityModelforEnvironmentalSensing .......................... 229 DanielT.Siegel,LeanneD.Keeley,PoorvaP.Shelke,AndreeaCotoranu, andMattGanis 33 AnalyzingtheSimilarity-BasedClusterabilityoftheVerticesinaComplex Network .............................................................. 237 MdAtiqurRahmanandNatarajanMeghanathan 34 RUM++:ALogMiningApproachtoClassifyUsersBased onDataProfile ........................................................ 245 HeltonFrancodeSousa,LeandroGuarinodeVasconcelos, andLaercioA.Baldochi 35 SmartFoodSecuritySystemUsingIoTandBigDataAnalytics ............. 253 Sazia Parvin, Sitalakshmi Venkatraman, Tony de Souza-Daw, Kiran Fahd, JoannaJackson,SamuelKaspi,NicolaCooley,KashifSaleem, andAmjadGawanmeh 36 MakingMusicComposingEasierforAmateurs:AHybridMachineLearning Approach ............................................................. 259 JiamingXu viii Contents PartIV HighPerformanceComputingArchitectures 37 AGeneratorandCorrectorofParametricQuestionsinHardCopy.......... 269 FranciscodeAssisZampirolli,FernandoTeubl,andValérioRamosBatista 38 STEMEducationEnrichmentinNYC.................................... 277 FangyangShen,JanineRoccosalvo,JunZhang,YangYi,YanqingJi, KendraGuo,AhmetMeteKok,andYiHan 39 Humanoid Soccer Player and Educational Robotic: Development an ArchitecturetoConnecttheDynamixelAX-12AServoMotorfromROBOTIS totheRaspberryPi3B.................................................. 283 GilmarCorreiaJeronimo,PauloEduardoBertolucciConsoni, RodrigoLuisFialhoGonçalves,WagnerTanakaBotelho, andMariadasGraçasBrunoMarietto 40 EffectiveDataPlacementtoReduceCacheThrashinginLastLevelCache ... 291 WilliamRossandByeongKilLee PartV GPUComputing 41 Data Imputation with an Improved Robust and Sparse Fuzzy K-Means Algorithm............................................................. 299 ConnorScully-Allison,RuiWu,SergiuM.Dascalu,LeeBarford, andFrederickC.HarrisJr. 42 RandomizedBenchmarkingofQuantumGatesonaGPU .................. 307 SyedZawad,FengYan,RuiWu,LeeBarford,andFrederickC.HarrisJr. 43 AMemoryLayoutforDynamicallyRoutedCapsuleLayers................. 317 DanielA.Lopez,RuiWu,LeeBarford,andFrederickC.HarrisJr. 44 ImageProcessingUsingMultipleGPUsonWebcamImageStreams ......... 325 HannahMunoz,SergiuM.Dascalu,RuiWu,LeeBarford, andFrederickC.HarrisJr. 45 ACUDAAlgorithmforTwo-DimensionalDetrendedFluctuationAnalysis ... 333 VanessaCristinaOliveiradeSouza,ReinaldoRobertoRosa, andArcilanTrevenzoliAssireu 46 AGraphicalProcessingUnitAcceleratedNORmaltoAnythingAlgorithm forHighDimensionalMultivariateSimulation ............................ 339 XiangLi,A.GrantSchissler,RuiWu,LeeBarford,andFrederickC.HarrisJr. 47 AGPU-BasedSmith-WatermanApproachforGenomeEditing ............. 347 LuayAlawneh,MohammadShehab,MahmoudAl-Ayyoub,andYaserJararweh Part VI Biostatistical Analysis, Wavelet Analysis, and Verified Numerical Computations 48 TheSMp(xory;PXmin,Xmax,ML,p1,p2,Max)aProbabilisticDistribution, oraProbabilityDensityFunctionofaRandomVariableX ................. 355 TermanFrometa-Castillo 49 Application of the Multi-Dimensional Hierarchical Mixture Model toCross-DisorderGenome-WideAssociationStudies....................... 361 TakahiroOtani,JoNishino,RyoEmoto,andShigeyukiMatsui Contents ix 50 AModel-BasedFrameworkforVoxelandRegionLevelInferences inNeuroimagingDisease-AssociationStudies ............................. 367 RyoEmoto,AtsushiKawaguchi,TakahiroOtani,andShigeyukiMatsui 51 GaitFeatureExtractionUsingDyadicWaveletTransformandStructural SimilarityforGaitRecognition.......................................... 373 HajimeOmuraandTeruyaMinamoto 52 AutomaticDetectionofEarlyGastricCancerfromEndoscopicImages UsingFastDiscreteCurveletTransformandWaveletTransform ModulusMaxima...................................................... 379 YuyaTanaka,KoheiWatarai,andTeruyaMinamoto PartVII WorkshoponNextGenerationInfrastructures:Health,Automotive, Mobility 53 An In Vivo Experimental Assessment of BTrans: An Agile Business TransformationMethodology ........................................... 387 AdrianoM.S.LimaandMethaniasColaçoJúnior 54 Multi-Agent Based Water Distribution and Underground Pipe Health MonitoringSystemUsingIoT ........................................... 395 LakshmiKanthanNarayananandSureshSankaranarayanan 55 EffectsofTCPTransferBuffersandCongestionAvoidanceAlgorithms ontheEnd-to-EndThroughputofTCP-over-TCPTunnels ................. 401 RussellHarkanson,YoohwanKim,Ju-YeonJo,andKhanhPham 56 TheRelationshipbetweenIntersectionTrafficControlandMutualExclusion Algorithm............................................................. 409 SungHoonParkandYongCheolSeo 57 StayAlive:AMobileApplicationfortheCardiopulmonaryResuscitation ProcessAccordingtotheAdvancedCardiovascularLifeSupportProtocol ... 417 JulioDidierMaciel,RodrigoDuarteSeabra, andRodrigoMaximianoAntunesdeAlmeida 58 TowardsaReusableFrameworkforGeneratingHealthInformation Systems............................................................... 423 AndréMagnoCostadeAraújo,ValériaCesárioTimes,andMarcusUrbanoSilva 59 Use of Eigenvector Centrality to Rank the Vertices in a Disease-Disease Network .............................................................. 429 MdAtiqurRahman,MahzabinAkhter,andNatarajanMeghanathan PartVIII MobileCommunications 60 Evaluating the Usability of the Siri Virtual Assistant on Mobile Devices withEmphasisonBrazilianElderlyUsers ................................ 437 ThiagoSilvaChiaradia,RodrigoDuarteSeabra,andAdrianaPrestMattedi 61 A Study on the Usability of Facebook on Mobile Devices with Emphasis onBrazilianElderlyUsers .............................................. 443 AnnaBeatrizDiasMorais,RodrigoDuarteSeabra,andAdrianaPrestMattedi 62 ASurveyontheNeedsofVisuallyImpairedUsersandRequirementsfora VirtualAssistantinAmbientAssistedLiving.............................. 449 JulianaDamasioOliveiraandRafaelH.Bordini