Recent Innovations in Computing

532 Pages·13.049 MB·English

by  Pradeep Kumar Singh, Yashwant Singh, Maheshkumar H. Kolekar, Arpan Kumar Kar, Paulo J. S. Gonçalves

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
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· ·
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
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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