Cognitive Informatics and Soft Computing: Proceeding of CISC 2020

960 Pages·2021·41.939 MB·English

by  Pradeep Kumar Mallick, Akash Kumar Bhoi, Gonçalo Marques, Victor Hugo C. De Albuquerque

Advances in Intelligent Systems and Computing 1317
Pradeep Kumar Mallick
Akash Kumar Bhoi
Gonçalo Marques
Victor Hugo C. de Albuquerque   Editors
Cognitive
Informatics
and Soft
Computing
Proceeding of CISC 2020
Advances in Intelligent Systems and Computing
Volume 1317
SeriesEditor
JanuszKacprzyk,SystemsResearchInstitute,PolishAcademyofSciences,
Warsaw,Poland
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NikhilR.Pal,IndianStatisticalInstitute,Kolkata,India
RafaelBelloPerez,FacultyofMathematics,PhysicsandComputing,
UniversidadCentraldeLasVillas,SantaClara,Cuba
EmilioS.Corchado,UniversityofSalamanca,Salamanca,Spain
HaniHagras,SchoolofComputerScienceandElectronicEngineering,
UniversityofEssex,Colchester,UK
LászlóT.Kóczy,DepartmentofAutomation,SzéchenyiIstvánUniversity,
Gyor,Hungary
VladikKreinovich,DepartmentofComputerScience,UniversityofTexas
atElPaso,ElPaso,TX,USA
Chin-TengLin,DepartmentofElectricalEngineering,NationalChiao
TungUniversity,Hsinchu,Taiwan
JieLu,FacultyofEngineeringandInformationTechnology,
UniversityofTechnologySydney,Sydney,NSW,Australia
PatriciaMelin,GraduateProgramofComputerScience,TijuanaInstitute
ofTechnology,Tijuana,Mexico
NadiaNedjah,DepartmentofElectronicsEngineering,UniversityofRiodeJaneiro,
RiodeJaneiro,Brazil
NgocThanhNguyen ,FacultyofComputerScienceandManagement,
WrocławUniversityofTechnology,Wrocław,Poland
JunWang,DepartmentofMechanicalandAutomationEngineering,
TheChineseUniversityofHongKong,Shatin,HongKong
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· ·
Pradeep Kumar Mallick Akash Kumar Bhoi
·
Gonçalo Marques Victor Hugo C. de Albuquerque
Editors
Cognitive Informatics
and Soft Computing
Proceeding of CISC 2020
Editors
PradeepKumarMallick AkashKumarBhoi
SchoolofComputerEngineering DepartmentofElectricalandElectronics
KalingaInstituteofIndustrialTechnology Engineering
Bhubaneswar,Odisha,India SikkimManipalInstituteofTechnology
SikkimManipalUniversity
GonçaloMarques Majitar,India
PolytechnicofCoimbra
ESTGOH VictorHugoC.deAlbuquerque
RuaGeneralSantosCosta GraduateProgramonTeleinformatics
OliveiradoHospital,Portugal Engineering
FederalUniversityofCeará
Fortaleza/CE,Brazil
GraduateProgramonTelecommunication
Engineering,FederalInstituteofEducation
ScienceandTechnologyofCeará
Fortaleza/CE,Brazil
ISSN2194-5357 ISSN2194-5365 (electronic)
AdvancesinIntelligentSystemsandComputing
ISBN978-981-16-1055-4 ISBN978-981-16-1056-1 (eBook)
https://doi.org/10.1007/978-981-16-1056-1
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Editorial Board Members
ChiefPatrons
Dr.ManmathKumarBiswal,Hon’blFounder-Chairman,BCETGroupofInstitutions
Mrs.SubrataBiswal,Hon’blSecretaryFMECT
Patrons
Dr.SrimanSrichandan,Director,BCET,Balasore
Dr.SibendraKumarGhadai,Principal,BCET,Balasore
Mr.AbhishekBiswal,Trustee,FMECT
GeneralChairs
Dr.GooSooChae,Professor,BaekseokUniversity,SouthKorea
Dr.ValentinaEmiliaBalas,Professor,AurelVlaicuUniversityofArad,Romania
Dr.GonçaloMarques,PolytechnicInstituteofGuarda,Portugal
Dr.PrasantaK.Ghosh,Department of ECE,Syracuse University Engineering and
ComputerScience,USA
HonoraryConferenceChair
Dr.L.C.Jain,Professor,FounderKESInternationalandadjunctProfessorUniversity
ofCanberra,Australia
v
vi EditorialBoardMembers
ProgramChairs
Dr.SrimanSrichandan,Director,BCET,Balasore
Dr.PradeepKumarMallick,Assoc.Professor,SoCE,KIITUniversity,Bhubaneswar
ProgramCo-chairs
Prof.PritiranjanBijayasingh,Vice-PrincipalBCET,Balasore
Dr.SandeepKumarSatapathy,DepartmentofCSE,VITUniversity,Chennai
Dr.AkashKumarBhoi,SikkimManipalUniversity,Sikkim
Prof.StobakDutta,BCET,Balasore
OrganizingChair
Prof.JyotiRanjanRout,ProfessorandHOD-CSE,BCET,Balasore
ReviewerBoard
Dr.SachidanandaDehury,F.M.University,Odisha
Dr.DebahutiMishra,ITER,SOAUniversity,Odisha
Dr.BunilKumarBalabantaray,NITMeghalaya
Dr.BhabaniSankarPrasadMishraKIITUniversity,Odisha
Dr.SantosDas,NITRourkela,Odisha
Dr.PreetisudhaMeher,NITArunachalPradesh
Dr.GitosreeKhan,BPPITM,Kolkata
Dr.SachikantaDas,DRIEMS,Cuttack
Dr.SaptarsiGoswami,BangabasiMorningCollege,UniversityofCalcutta
Dr.SandipVijay,ICFAIUniversity,Dehradun
Dr.ShrutiMishra,DepartmentofCSE,VITUniversity,AP
Dr.SashikalaMishra,IIIT,Pune
Dr.EbrahimAghajari,IslamicAzadUniversityofAhvaz,Iran
Dr.ManojKumarMishra,KIITUniversity,Odisha
Dr.MohitRanjanPanda,KIITUniversity,Odisha
Dr.AmiyaRanjanPanda,KIITUniversity,Odisha
Dr.SudhakarMandeS,DBIT,Mumbai,India
Dr.AnirbanMitraAmity,UniversityofKolkata
Dr.NeelamadhabPadhy,GIETUniversity,Gunupur,Odisha
EditorialBoardMembers vii
InternationalAdvisoryCommittee
Dr.AtillaElçi,AksarayUniversity,Turkey
Dr.HongyanYu,ShanghaiMaritimeUniversity,Shanghai
Dr.BensonEdwinRaj,FujairahWomen’sCollegeFujairah,UAE
Dr.Mohd.Hussain,IslamicUniversity,Madina,SaudiArabia
Dr.AvinashKonkani,UniversityofVirginiaHealthSystem,Virginia,USA
Dr.Yu-MinWang,NationalChiNanUniversity,Taiwan
Dr.GaneshR.Naik,UniversityofTechnology,Sydney,Australia
Dr.SteveS.H.Ling,UniversityofTechnology,Sydney,Australia
Dr.Hak-KeungLam,King’sCollegeLondon,UK
Dr.FrankH.F.Leung,HongKongPolytechnicUniversity,HongKong
Dr.YiguangLiu,SichuanUniversity,China
Dr.AbdulRahaman,DebreTaborUniversity,Ethiopia
Dr.BandlaSrinivasaRao,DebreTaborUniversity,Ethiopia
Dr.Ch.SureshBabu,KingKhalidUniversity(KKU),K.S.A
NationalAdvisoryCommittee
Dr.SabyasachiPatnaik,F.M.University,Odisha,India
Dr.KishoreSarawadekar,IIT-BHU,Varanasi,India
Dr.T.KishoreKumar,NITWarangal,Warangal,AP,India
Dr.AnilKumarVuppala,IIIT-Hyderabad,India
Dr.GanapatiPanda,IIT-Bhuaneshwar,Odisha
Dr.InderpreetKaur,ChandigarhUniversity
Dr.R.Gunasundari,PEC,Puducherry,India
Dr.RageshG.,SCE,KuttukulamHills,Kottayam,India
Dr.DebashishJena,NITK,India
Dr.N.P.Padhy,IIT-Roorkee
Dr.SubhenduPani,OEC,Odisha
Dr.PunalM.Arabi,ACSCE,Bangalore
Dr.MihirNarayanMohanty,ITER,SOA,University
Dr.K.KrishnaMohan,Professor,IIT,Hyderabad
Dr.G.N.Srinivas,Professor,JNTUCE,Hyderabad
Dr.M.Padmavathamma,Professor,SVUCCMIS,S.V.U.Tirupati
Dr.S.BasavaRaju,RegionalDirector,VTU,Karnataka
Dr.R.V.RajKumar,Professor,IITKharagpur
Dr.V.V.KamakshiPrasad,COE,JNTUCE,Hyderabad
Dr.M.SuryaKalavathi,Professor,JNTUCE,Hyderabad
Dr.A.Govardhan,RectorJNTUH,Hyderabad
Dr.K.SivaKumar,Professor,IIT,Hyderabad
Dr.S.SoumitraKumarSen,IITKharagpur
viii EditorialBoardMembers
Dr.N.V.Ramana,VTU,Karnataka
Dr.D.V.L.N.Somayajulu,Professor,NITWarangal
Dr.AtulNegi,Professor,HCU,Hyderabad
Dr.P.SateeshKumar,Asst.Professor,IITRoorkee
Dr.M.Sashi,NITWarangal
OrganizingCommittee
Prof.BasantaKumarPadhi,BCET,Balasore
Prof.SurendraNathBhagat,BCET,Balasore
Prof.NiharikaMohanty,BCET,Balasore
Prof.SantoshMahallik,BCET,Balasore
Prof.SaumyaRanjanSahuBCET,Balasore
Prof.NilachakraDash,BCET,Balasore
Prof.JayantiDash,BCET,Balasore
Prof.BanajaBasiniRath,BCET,Balasore
Prof.MadhusmitaDey,BCET,Balasore
Prof.ShrabaniPramanik,BCET,Balasore
Prof.TapasDas,BCET,Balasore
Mr.SubransuPradhan,BCET,Balasore
DebasishDas,BCET,Balasore
Preface
Cognitiveinformaticsisacross-disciplinaryanalysisofcognitionandinformation
processingtechnologythatexploresthestructuresandprocessesofhumanknowl-
edgeprocessinginvariousengineeringapplications.Cognitivetechnologyisbeing
extensively used in addressing the prevalent underlying problems of information
processing in various domains like artificial intelligence, data science, cognitive
science, Internet of Things, philosophy, and life sciences through natural intelli-
genceofthehumanbrain.Cognitiveinformaticsgivesacomprehensivecollection
of key hypotheses and modern-day mathematical models in solving the real-time
information processing challenges. Soft-computing is the upcoming technology in
thecomputersciencetechnologythattacklesthereal-timeproblemsthatareindis-
tinct and unpredictable natured problems that a collection of robust and computa-
tionally efficient approaches that would yield a least cost optimal outcome. There
arevarioustechniquesthatarepartofthesoftcomputingtechnologythatincludes
neural networks, evolutionary computing, swarm intelligence, fuzzy computing,
chaosmodels,heuristicmodelsandprobabilisticreasoning.Soft-computingmodels
extensively used various interdisciplinary domains for effective handing of the
problem.
This book comprises of selected papers of the 3rd International Conference on
CognitiveInformaticsandSoftComputing(CISC-2020)whichwasheldatBalasore
CollegeofEngineeringandTechnology,Balasore,Odisha,India,fromDecember12
to13,2020.Wewouldliketoextendourthankstotheauthorsandtheiractivepartic-
ipationsduringCISC-2020.Moreover,wewouldliketoextendoursinceregratitude
tothereviewers,technicalcommitteemembersandprofessionalfromnationaland
internationalforumforextendingtheirgreatsupportduringtheconference.
Bhubaneswar,India Dr.PradeepKumarMallick
Majitar,India Dr.AkashKumarBhoi
OliveiradoHospital,Portugal Dr.GonçaloMarques
Fortaleza,Brazil Dr.VictorHugoC.deAlbuquerque
ix