Recent Innovations in Computing PDF
Preview Recent Innovations in Computing
Lecture Notes in Electrical Engineering 832 Pradeep Kumar Singh Yashwant Singh Maheshkumar H. Kolekar Arpan Kumar Kar Paulo J. S. Gonçalves Editors Recent Innovations in Computing Proceedings of ICRIC 2021, Volume 1 Lecture Notes in Electrical Engineering Volume 832 SeriesEditors LeopoldoAngrisani,DepartmentofElectricalandInformationTechnologiesEngineering,UniversityofNapoli FedericoII,Naples,Italy MarcoArteaga,DepartamentdeControlyRobótica,UniversidadNacionalAutónomadeMéxico,Coyoacán, Mexico BijayaKetanPanigrahi,ElectricalEngineering,IndianInstituteofTechnologyDelhi,NewDelhi,Delhi,India SamarjitChakraborty,FakultätfürElektrotechnikundInformationstechnik,TUMünchen,Munich,Germany JimingChen,ZhejiangUniversity,Hangzhou,Zhejiang,China ShanbenChen,MaterialsScienceandEngineering,ShanghaiJiaoTongUniversity,Shanghai,China TanKayChen,DepartmentofElectricalandComputerEngineering,NationalUniversityofSingapore, Singapore,Singapore RüdigerDillmann,HumanoidsandIntelligentSystemsLaboratory,KarlsruheInstituteforTechnology, Karlsruhe,Germany HaibinDuan,BeijingUniversityofAeronauticsandAstronautics,Beijing,China GianluigiFerrari,UniversitàdiParma,Parma,Italy ManuelFerre,CentreforAutomationandRoboticsCAR(UPM-CSIC),UniversidadPolitécnicadeMadrid, Madrid,Spain SandraHirche,DepartmentofElectricalEngineeringandInformationScience,TechnischeUniversität München,Munich,Germany FaryarJabbari,DepartmentofMechanicalandAerospaceEngineering,UniversityofCalifornia,Irvine,CA, USA LiminJia,StateKeyLaboratoryofRailTrafficControlandSafety,BeijingJiaotongUniversity,Beijing,China JanuszKacprzyk,SystemsResearchInstitute,PolishAcademyofSciences,Warsaw,Poland AlaaKhamis,GermanUniversityinEgyptElTagamoaElKhames,NewCairoCity,Egypt TorstenKroeger,StanfordUniversity,Stanford,CA,USA YongLi,HunanUniversity,Changsha,Hunan,China QilianLiang,DepartmentofElectricalEngineering,UniversityofTexasatArlington,Arlington,TX,USA FerranMartín,Departamentd’EnginyeriaElectrònica,UniversitatAutònomadeBarcelona,Bellaterra, Barcelona,Spain TanCherMing,CollegeofEngineering,NanyangTechnologicalUniversity,Singapore,Singapore WolfgangMinker,InstituteofInformationTechnology,UniversityofUlm,Ulm,Germany PradeepMisra,DepartmentofElectricalEngineering,WrightStateUniversity,Dayton,OH,USA SebastianMöller,QualityandUsabilityLaboratory,TUBerlin,Berlin,Germany SubhasMukhopadhyay,SchoolofEngineering&AdvancedTechnology,MasseyUniversity, PalmerstonNorth,Manawatu-Wanganui,NewZealand Cun-ZhengNing,ElectricalEngineering,ArizonaStateUniversity,Tempe,AZ,USA ToyoakiNishida,GraduateSchoolofInformatics,KyotoUniversity,Kyoto,Japan FedericaPascucci,DipartimentodiIngegneria,UniversitàdegliStudi“RomaTre”,Rome,Italy YongQin,StateKeyLaboratoryofRailTrafficControlandSafety,BeijingJiaotongUniversity,Beijing,China GanWoonSeng,SchoolofElectrical&ElectronicEngineering,NanyangTechnologicalUniversity, Singapore,Singapore JoachimSpeidel,InstituteofTelecommunications,UniversitätStuttgart,Stuttgart,Germany GermanoVeiga,CampusdaFEUP,INESCPorto,Porto,Portugal HaitaoWu,AcademyofOpto-electronics,ChineseAcademyofSciences,Beijing,China WalterZamboni,DIEM-UniversitàdeglistudidiSalerno,Fisciano,Salerno,Italy JunjieJamesZhang,Charlotte,NC,USA The book series Lecture Notes in Electrical Engineering (LNEE) publishes the latest developments in Electrical Engineering - quickly, informally and in high quality. While original research reported in proceedings and monographs has traditionallyformedthecoreofLNEE,wealsoencourageauthorstosubmitbooks devoted to supporting student education and professional training in the various fieldsandapplicationsareasofelectricalengineering.Theseriescoverclassicaland emergingtopicsconcerning: (cid:129) CommunicationEngineering,InformationTheoryandNetworks (cid:129) ElectronicsEngineeringandMicroelectronics (cid:129) Signal,ImageandSpeechProcessing (cid:129) WirelessandMobileCommunication (cid:129) CircuitsandSystems (cid:129) EnergySystems,PowerElectronicsandElectricalMachines (cid:129) Electro-opticalEngineering (cid:129) InstrumentationEngineering (cid:129) AvionicsEngineering (cid:129) ControlSystems (cid:129) Internet-of-ThingsandCybersecurity (cid:129) BiomedicalDevices,MEMSandNEMS For general information about this book series, comments or suggestions, please [email protected]. Tosubmitaproposalorrequestfurtherinformation,pleasecontactthePublishing Editorinyourcountry: China JasmineDou,Editor([email protected]) India,Japan,RestofAsia SwatiMeherishi,EditorialDirector([email protected]) SoutheastAsia,Australia,NewZealand RameshNathPremnath,Editor([email protected]) USA,Canada: MichaelLuby,SeniorEditor([email protected]) AllotherCountries: LeontinaDiCecco,SeniorEditor([email protected]) **ThisseriesisindexedbyEICompendexandScopusdatabases.** Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/7818 · · Pradeep Kumar Singh Yashwant Singh · · Maheshkumar H. Kolekar Arpan Kumar Kar Paulo J. S. Gonçalves Editors Recent Innovations in Computing Proceedings of ICRIC 2021, Volume 1 Editors PradeepKumarSingh YashwantSingh KIETGroupofInstitutions DepartmentofCSE Ghaziabad,India CentralUniversityofJammu JammuandKashmir,India MaheshkumarH.Kolekar DepartmentofElectricalEngineering ArpanKumarKar IITPatna DepartmentofManagementStudies Patna,India andSchoolofArtificialIntelligence IndianInstituteofTechnologyDelhi PauloJ.S.Gonçalves NewDelhi,Delhi,India SchoolofTechnology PolytechnicInstituteofCasteloBranco CasteloBranco,Portugal ISSN1876-1100 ISSN1876-1119 (electronic) LectureNotesinElectricalEngineering ISBN978-981-16-8247-6 ISBN978-981-16-8248-3 (eBook) https://doi.org/10.1007/978-981-16-8248-3 ©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 Researchersfromvariousdomainsofadvancedcomputing,intelligentnetworking, imageprocessingandcomputervision,e-learning,cloudandbigdata,securityand privacy, and digital India were invited to present their research ideas at the Fourth InternationalConferenceonRecentInnovationsinComputing(ICRIC2021).This is an ongoing event that is a continuation of Springer’s earlier version of ICRIC 2020.Theconferenceaspirestobeanannualeventthatbringstogetherresearchers tosharetheirideasandopinions.Weexpectittocontinuetodevelopandcontribute to the field of computing technologies. Central University of Jammu, Jammu and Kashmir, India, organized the Fourth International Conference on Recent Innova- tionsinComputing(ICRIC2021)onMay08–09,2021.Weappreciateourvaluable writers’ contributions, as well as our Technical Program Committee’s tremendous supportandinspirationinmakingthe4thICRIC2021asuccess.Wewouldliketo expressoursinceregratitudetoourkeynotespeakers—Mr.AmitSharma,Advisor Cyber, DRDO, India; Prof. Jitendra Kumar Chhabra, NIT Kurukshetra, Dr. Arpan KumarKar,IITDelhi;Dr.MaheshkumarH.Kolekar,IITPatna;Prof.ManuSood, Himachal Pradesh University; and Prof. (Dr.) Sudeep Tanwar, Nirma University, India.WearealsogratefultoProf.AshokAima,theuniversity’sVice-Chancellor, forhisunwaveringsupportinmakingthiseventasuccess.Prof.Devanand,Deanof CentralUniversityofJammu,deservesspecialrecognitionforhissignificantideas andassistanceduringthetechnicalprogramschedule.Wealsoappreciateourvarious session chairs for sharing their technical knowledge and educating the conference delegates. Dr. Arvind Selwal, Dr. Deepti Malhotra, Dr. Bhavna Arora, Dr. Manoj KumarGupta,Prof.VinodSharma,andmanyotherprofessorsdeserveourgratitude for devoting their time to the paper presentations. During the two-day conference, v vi Preface selectedpaperswerepresentedinsixsessionsinseparateparalleltracks.Springer, LNEESeries,isourpublicationpartner,andwethankthemforbelievinginus. CentralUniversityofJammu YashwantSingh JammuandKashmir,India PradeepKumarSingh May2021 MaheshkumarH.Kolekar ArpanKumarKar Prof.PauloJ.S.Gonçalves Contents AdvancedComputing Self-regulationManagementinIoTInfrastructureUsingMachine Learning ......................................................... 3 MariaStepanova,OlegEremin,andAndreyProletarsky CorpusCreationforAnaphoraResolutioninPunjabiLanguage ....... 17 KawaljitKaur,VishalGoyal,andKamleshDutta ChallengesinRecognitionofKashmiriScript ........................ 33 MaajidBashir,VishalGoyal,andKaiserJ.Giri AnIntensiveLiteratureReviewonMachineTranslationUsing NeuralApproach .................................................. 45 JoginderKumar,SantoshKumarHenge,andPreetiDubey AReview of Prediction of Software Defect by Using Machine LearningAlgorithms .............................................. 61 SushreeDeepaJena,JagdeepKaur,andRajneeshRani NotationSystemsAppliedonIndianSignLanguage:AReview ........ 71 GurdeepSingh,VishalGoyal,andLalitGoyal AnatomyofVariousBiomarkersforDiagnosisofSocio-behavioral Disorders ......................................................... 81 MehakMengiandDeeptiMalhotra An Improved SHO Technique for Mathematical andMultidisciplinaryEngineeringApplications ...................... 93 TanujMishra,AmitKumarSingh,andVikramKumarKamboj TextProcessorforIPCPrediction ................................... 107 BalkrishnaHarode,ShaligramPrajapat,andShraddhaBhurre vii viii Contents A Hybrid Approach for Sleep States Detection Using Blood PressureandEEGSignal ........................................... 119 YashPaulandSandorFridli IntelligentNetworking Applications of Artificial Intelligence in Smart Agriculture: AReview ......................................................... 135 RuchikaSharma,NageshKumar,andBrijBhushanSharma Impact of Fractal Geometry on Microstrip Patch Antenna atFuturisticFrequencies ........................................... 143 K.RaghavendraandDeeptiKakkar ClassificationandIdentificationofPartialOutageinTransmission LinesUsingDeepLearning ......................................... 155 SarveshmaniTiwari,HemantPalivela,andPramodKumar RouteTracer:AShortestandSafestPathCalculator ................. 169 KaustubhAsthanaandSusheelaDahiya ReinforcementLearninginMedicalDiagnosis:AnOverview .......... 179 RishiKhajuriaandAbidSarwar ImportanceofPulseExaminationandItsDiagnosticSystem .......... 189 ManasviKashyapandShrutiJain SecureUnmannedAerialVehicle(UAV)Communicationusing BlockchainTechnology ............................................. 201 AjayKumar,YashwantSingh,andNeerendraKumar InternetofThings(IoT)forHealthcareSystems:AComprehensive Survey ............................................................ 213 VandanaMohindru,SunidhiVashishth,andDeepakBathija ImageProcessingandComputerVision ADriveThroughComputer-AidedDiagnosisofBreastCancer: AComprehensiveStudyofClinicalandTechnicalAspects ............ 233 ParitaOza,PaawanSharma,andSamirPatel LicensePlateDetectionandRecognitionUsingOpenCV–Python ....... 251 VishalSharma,ManviJain,TanviJain,andRashmiMishra Prediction,DetectionandRecurrence ofBreastCancerUsing MachineLearningBasedonImageandGeneDatasets ................ 263 BhartiThakurandNageshKumar Contents ix Usability Improvements in E-Governance Application with Simple & Usable Interface Using Citizen-Satisfaction-Model-of-Performance-Related-Pay (CSMPRP) ........................................................ 275 RajulBetalaandSushoptiGawade AReview onMachine Learning Techniques fortheDiagnosis ofCancer ......................................................... 289 SurbhiGuptaandManojKumarGupta AReviewonLeaf-BasedPlantDiseaseDetectionSystemsUsing MachineLearning ................................................. 297 AbhishekTomar, GauravGupta, WaleedSalehi, CH.Vanipriya, NageshKumar,andBrijbhushanSharma Superpixels-Guided Background Modeling Approach forForegroundDetection .......................................... 305 RudrikaKalsotraandSakshiArora FeatureExtractionfromRadiologyImagesforVisualQuestion AnsweringSystemUsingCNNandBiLSTMModel ................... 317 Y.I.JineshMelvin,SushoptiGawade,andHemantPalivela E-LearningCloudandBigData WebRecommendationbyExploitingUserProfileandCollaborative Filtering .......................................................... 335 RajGaurangTiwari,VikasKhullar,andKamalDeepGarg Plummeting Makespan by Proficient Workflow Scheduling inCloud .......................................................... 347 RajGaurangTiwari,AmbujKumarAgarwal,andVikasKhullar PlantaeK:ALeafDatabaseofNativePlantsofJammuandKashmir ... 359 VipponPreetKourandSakshiArora DeepLearninginIoTandEdge/FogIntegratedEnvironments: AReview ......................................................... 369 ZahidMaqsoodandManojKumarGupta Recent Techniques for Sentiment Analysis on Medical Data toPredictDepression:AReview .................................... 379 HarnainKourandManojKumarGupta ComputationalIntelligenceTechniquesforBigDataAnalytics: AContemplativePerspective ....................................... 391 Divya,VikramSingh,andNaveenDahiya ASurveyonScalableResourceAllocationinCloudComputing ........ 401 SanjitBhagatandPunitGupta
The list of books you might like
