CURRICULUM- VITAE

Dr.Yugal Kumar c/oRameshYadav,

H.No. -Q2, ParvanaVihar,Sector-9,Rohini, New DelhiM:-91-8986672366

Email:

:

CurrentStatus

  • WorkingasAssistantProfessor(SeniorGrade)inDepartmentofComputerScienceandEngineering,JaypeeUniversityofInformationTechnology,Wakanghat,Solan,HimachalPardesh,India.
  • Having more thanten yearsTeachingExperience.
  • Ph.D. in Engineering (Computer Science and Engineering) from Department of ComputerScienceandEngineering,BirlaInstituteofTechnology,Mesra,Ranchi,Jharkhand.
  • Ph.D.Topic:“DevelopmentandImplementationofaNewHybridAlgorithmforDataMining

TaskusingNatureInspiredModel”

  • TotalPublications:43

Journal (29) / SCI / 7
SCOPUS / 16
PeerReviewed(GoogleScholar) / 11
InternationalConference / 6
NationalConference / 5
BookChapter / 3
Book / 1

CitationIndices

CitationindicesAllSince2012

Citations171169

h-index88

i10-index55

Journals(30)

SCI ListedPublications(7)

1.Kumar,YugalandSahoo,G,“HybridizationOfMagneticChargeSystemSearchMethodForEfficientDataClustering”,MalaysianJournalofComputerScience,2017.(Accepted,SCIIF0.476)

2.Kumar,YugalandSahoo,G.,“ATwoStepArtificialBeeColonyAlgorithmforClusteringProblems”,NeuralComputingandApplicationsJournal,Springer,28(3),537-5512017.(SCIIF1.532).

3.Gambhir,S.,Malik,S.K.andKumar,Yugal,“RoleofSoftComputingApproachesinHealthCareDomain:AMiniReview”,JournalofMedicalSystems,Springer,Vol.40(12),pp-287-307, 2016. (SCIIF2.213).

4.Kumar,YugalandSahoo,G.,“HybridizationofMagneticChargedSystemSearchandParticleSwarmOptimizationforefficientDataClusteringUsingNeighborhoodSearchStrategy”,SoftComputingJournal,Springer,Vol.19(12),pp-3621-3645, 2015.(SCI-IF1.630).

5.Kumar,YugalandSahoo,G.,“AHybridDataClusteringApproachbasedonimprovedCatSwarmOptimizationandK-HarmonicMeanAlgorithm”,AIcommunications,IOSpress,Vol.28(4),pp-751-764, 2015. (SCI-IF0.466).

6.Kumar, Yugal and Sahoo, AJ, “Seminal Quality Prediction using Data Mining Methods”

Technologyand HealthCarejournal,IOSpress,Vol.22(4), pp 331-345, 2014.(SCIIF-0.638)

7.Kumar,YugalandSahoo,G.,”Predictionofdifferenttypesofliverdiseasesusingrulebasedclassificationmodel’,Technologyand Healthcare,Vol.21(5), pp 417-432, 2013 (SCI-IF0.636).

ScopusListedPublications(9)

8.Kumar,YugalandSahoo,G.,“ImprovedCatSwarmOptimizationAlgorithmbasedonOppositionbasedlearningandCauchyOperatorforClustering”,JournalofInformationProcessingSystems.DOI:10.3745/JIPS.02.0022.(InPress).

9.Kumar,YugalandSahoo,G.,“GaussianCatSwarmOptimizationAlgorithmbasedonMonteCarlomethodforDataClustering”,InternationalJournalofComputationalScienceandEngineering,InderScience. (In press,PaperId:IJCSE-104153)

10.Kumar,YugalandSahoo,G.,“AHybridizeApproachforDataClusteringBasedonCatSwarmOptimization”,InternationalJournalofInformationandCommunicationTechnology,InderScience, Vol.9(1),pp-117-141, 2016.

11.Kumar,Yugal,Gupta,S.andSahoo,G.,2016.AClusteringApproachBasedonChargedParticles.InternationalJournalofSoftwareEngineeringandItsApplications,Vol.10(3),pp-.9-28, 2016.

12.Kumar,YugalandSahoo,G.,“Achargedsystemsearchapproachfordataclustering”,Progress

inArtificialIntelligence,Springer,Vol.2(2-3), pp-153-166, 2014.

13.Kumar,YugalandSahoo,AJ,“AModifiedTLBOMethodforDataClustering”,Advancesin

IntelligentSystems and Computing(Springer)Volume 264, pp-429-437, 2014.

14.Kumar,YugalandSahoo,G.,“Achaoticchargedsystemsearchapproachfordataclustering”,

Informatica,Vol.38(3),pp-249-261, 2014.

15.Kumar,Yugal,andG.Sahoo."AnInitializationMethodforK-MeansAlgorithmUsingBinarySearchTechnique." InternationalJournal of SoftComputing, Vol.9(3), pp-131-137, 2014.

16.YadavGeeta,KumarYugal,SahooG,“PredicationofParkinson'sdiseaseusingdataminingmethods:acomparativeanalysis of tree, statistical,andsupportvectormachineclassifiers”IndianJournalofMedicalScience,Vol.65(6),pp-231-42, 2011.

Peer Reviewed Publications(11)

17.Kumar,YugalandSahoo,G.,“AReviewonGravitationalSearchalgorithmanditsapplicationstodataclusteringclassification”,InternationalJournalofIntelligentSystemandapplications,Vol. 6, No. 6,pp-79-93, 2014.

18.Kumar,Yugal,andG.Sahoo."AHybridDataClusteringApproachBasedonCatSwarmOptimization andK-HarmonicMeanAlgorithm."Journalof Information andComputing Science,Vol. 9, No. 3,pp. 196-209,2014.

19.Kumar,Yugal,andG.Sahoo,“ANewInitializationMethodtoOriginateInitialClusterCentersforK-MeansAlgorithm”InternationalJournalofAdvancedScienceandTechnology Vol.62, pp-43-54, 2014.

20.Kumar,YugalandSahoo,G.,"StudyofParametricPerformanceEvaluationofMachineLearningandStatisticalClassifiers."InternationalJournalofInformationTechnologyandComputerScience,Vol. 5,No. 6, pp-57-64, 2013.

21.Kumar,YugalandSahoo,G.,"AnalysisofParametricNonParametricClassifiersforClassificationTechniqueusingWEKA."InternationalJournalofInformationTechnologyandComputerScience,Vol. 4,No. 7, pp-43-49, 2012.

22.Rana,R.S,KumarYugalandKumarDharmander,“MethodandTechniqueofDigitizedLand

RecordVerificationusingAndroidApplication”IJCST,Vol. 3, No.1,pp-50-51, 2012,

23.Kumar,YugalandKumarD.,“Analysisofclassificationalgorithms/TechniqueinDataMiningusingWeka”,Internationaljournalofscienceengineeringandtechnology,Vol.2,No.1,pp-1-4,2012.

24.Yadav,Geeta,Kumar,Yugal,andG.Sahoo,“RoleoftheComputationalIntelligenceinDrugsDiscoveryandDesign:Introduction,TechniquesandSoftware”,InternationalJournalofComputerApplicationsVol. 51, No. 10, pp-7-18, 2012.

25.Kumar,Yugal,andKumar,D.,"ParametricAnalysisofNatureInspiredOptimizationTechniques."InternationalJournalofComputerApplications,Vol.32,No. 3, pp-42-49, 2011.

26.Kumar,Yugal,Kumar,P.,andKadian,A.,“Asurveyonroutingmechanismandtechniquesinvehicleto vehiclecommunication(VANET)”,InternationalJournalofComputerScienceEngineeringSurvey, Vol. 2,No. 1, pp-135-144, 2011.

27.Kumar,Yugal,Yadav,S.,andYadav,R.,“FuzzySetinBusinessProcessManagementasReferenceModel”,GlobalJournalofComputerScienceandTechnologyVol.10,No.7,pp-24-27, 2010.

Communicated(3)

28.Dalal,Surjeet,Dahiya,Neeraj,Kumar,Yugal,Khatri,Savita,“ANovelModifiedCatSwarmOptimization(MCSO)AlgorithmforUnimodalMultimodalFunctionswithDataClusteringApplication”,SoftComputingJournal,Springer(Paper Id:SOCO-D-16-01370).

29.Dalal,Surjeet,Dahiya,Neeraj,Kumar,Yugal,Khatri,Savita,“AChaoticTeachingLearningBasedOptimizationAlgorithmforGlobalOptimizationProblemsanditsApplicationforClusteringProblems”,JournalofExperimentalTheoreticalArtificialIntelligence,TaylorandFrancis(PaperId:TETA-2016-0354R1).

30.Kumar,Yugal,“AnImprovedCatSwarmOptimizationAlgorithmforSolvingGlobalOptimizationProblems”,AppliedIntelligence JournalSpringer(PaperId:APIN-D-17-00116)

InternationalConference(6)

1.Dalal,Surjeet,Dahiya,Neeraj,Kumar,Yugal,Khatri,Savita,“Catswarmoptimization:applicationsandexperimentalillustrationstodataclustering”,2ndInternationalConferenceonSustainableComputingTechniquesinEngineering,ScienceandManagement(SCESM2017)willbe heldJainCollege of Engineering,Belgaum,, Goa, India.( Scopus)

2.Kumar,Yugaland Sahoo,G. “An Improved Cat SwarmOptimizationAlgorithmfor Clustering”,IninternationalConferenceonComputationalIntelligenceinDataMining(ICCIDM-2014)on20th-21stDec.2014atVeerSurendraSaiUniversityofTechnology(VSSUT),Burla,Sambalpur,OdishaandproceedingspublishedintheSpringer'sSeriesonSmartInnovation,SystemsandTechnologies,Germany, 2014(Scopus).

3.YugalKumarandG.Sahoo,“AnalysisofBayes,NeuralNetworkandTreeClassifierofClassificationTechniqueinDataMiningusingWEKA”publishedintheSecondInternationalConferenceonComputerScience,EngineeringandApplications(CCSEA-2012),May26~27,2012,Delhi,India,Proceedings,volumeEditors:DavidC.Wyldetal.(Eds):CCSEA,SEA,CLOUD,DKMP,CSIT05,pp.359–369, 2012.ISBN:978-1-921987-03-8,DOI:10.5121/csit.2012.2236.

4.YugalKumar,RaviSingRanaandSamitYadav“AComparativeStudyofVariousAlgorithmsandPerformanceinVehicularAd-hocNetwork”publishedintheproceedingoftheInternationalConferenceheldatPDMCollege ofEngg.on18-19thJune2009.

5.RaviSingRana,YugalKumarandSamitYadav“IncreasestheperformanceofMANETusinggateways”publishedintheproceedingoftheInternationalConferenceheldatPDMCollegeofEngineeringon 18-19thJune 2009.

6.YugalKumar,AkashKadianandRajeevYadav“ASurveyonAutonomicComputingDefinition,ConceptandArchitect”publishedintheproceedingoftheInternationalConferenceonComputing(ICC2010)organizedbytheAdvancedComputingResearchSocietyheldat

InstituteforDefenseStudiesandAnalysis,NewDelhion27-28thDec.2010,ISBN–978-81-920305-1-7.

NationalConference (5)

1.YugalKumarandSamitYadav,“AutonomicComputing”inNationalLevelConferenceheldat

BRCMCollege ofEngineeringandTechnology,Bahalon 24-25thMarch2008.

2.YugalKumarandSamitYadav“ASurveyonVANET”inNationalLevelConferenceheldat

GuruJambheshwarUniversity,Hissaron24-25thMarch 2009.

3.YugalKumarandSamitYadav“VehicularAd-hocNetwork(VANET)-Challenges,IssuesandSecurity”inNationalLevelConferenceheldatGuruJambheshwarUniversity,Hissaron24-25thMarch2009.

4.YugalKumarandPradeepBharti“RoutingMechanisminVehicletoVehicleCommunication(VANET)”foraNationallevelconferenceheldatGITM,Bilaspuron20thMarch2010(NCEDCT).

5.Yadav,G.,YugalKumar,Sahoo,G.(2012,November).PredicationofParkinson'sdiseaseusing datamining methods:Acomparativeanalysisoftree,statisticaland supportvectormachineclassifiers.InIEEENationalConferenceonComputingandCommunicationSystems(NCCCS),pp. 1-8, 2012.

Book

1.YugalKumar,AmitJakharandRahulYadav,PerformanceAnalysisofVariousRoutingProtocolsforVehicularAd-hocNetwork,ScholarPress,Germany,ISBN:978-3-639-51910-5.

BookChapter

1.YugalKumarandSumitKumar,ApplicationofMagneticChargeSystemSearchAlgorithmforClustering,IntheBooktitledasOptimizationAlgorithms,Chapter11,pp.245-263,2016,ISBN978-953-51-4687-2,INTECH Publishers,Croatia.

2.YugalKumarandG.Sahoo.ApplicationofChargeSystemSearchAlgorithmforClustering,IntheBooktitledasEmergingPerspectivesinIntelligentPatternRecognition,Analysis,andImageProcessing,Chapter 18, pp.383-399, 2015, ISBN13:9781466686540,IGIglobal publisher,USA.

3.YugalKumar and G. Sahoo.AnImproved Cat SwarmOptimizationAlgorithmfor Clustering.InbooktitleComputationalIntelligenceinDataMining,SmartInnovation,SystemsandTechnologiesSeries,Volume 31, 2015, pp 187-197.

PeerRecognition

•AssociateEditor,Research JournalofInformationTechnology,USA.

•Memberof Editorial Board,InternationalJournalofComputerScienceand EngineeringSurvey,India.

•Reviewer,ComputerMethods and Programs in Biomedicine,Elsevier.

•Reviewer,Advancesin Science,Technologyand EngineeringSystemsJournal,USA.

•Reviewer,PLOSONEJournal,USA.

•Reviewer,JournalofInformationProcessingSystem,Korea.

WorkExperience

•Working as Assistant Professor in department of Information Technology, KIET Group ofInstitutions,Ghaziabad,UttarPradeshfrom4th August, 2015 totilldate.

•WorkedasaTeachingcumResearchScholarinDepartmentofComputerScienceandEngineering,BirlaInstituteofTechnology,Mesra,RanchiandJharkhandfromOct.2012to7thOct.2015.

•Worked as Assistant Professor, Department of Computer Science Engineering, in HinduCollegeofEngineering,SonipatfromAugust, 2010 toSeptember2012.

•WorkedasLecturer,DepartmentofComputerScienceEngineering,inPanipatInstituteofEnggand Technology,Samalkha,Panipatw.e.f.August2009to August 2010.

•Worked as Lecturer, Department of Computer Science Engineering, PDM College ofEngineeringandTechnology,SaraiAurangabad,Bhadurgarhw.e.f.August2006toAugust2009.

EducationalQualification

•Ph.D. in Engineering (Computer Science and Engineering) from Department of ComputerScienceandEngineering,BirlaInstituteofTechnology,Mesra,Ranchi,Jharkhand, 2016.

•M.Tech.(Computer Sc. &Engg.) fromM.D.U.Rohtak, July2009.

•B. E. (InformationTechnology) fromM.D.U.Rohtak,July2006.

Subject Interest

•Theoryof Computation

•CompilerDesign

•OperatingSystem

•DataMining

M.Tech.THESIS:COMPARATIVESTUDY OFROUTING ALGORITHIMIN VEHICULARAD-HOC NETWORK(VANET)

ShortTermCourse/Workshop/Seminar

1.Attendtheworkshopon“TextMining”heldatIndianStatisticalInstitute,Kolkataon6th –8thJanuary, 2014.

2.OneweekNationalworkshopon“ChallengesinBigDataResearch”organizedbydepartmentofComputerScience,MalaviyaNationalInstituteofTechnology,Jaipuron9th–13thNovember2013.

3.Attendone weekshorttermtrainingprogramon “Applications ofartificialintelligencetechniquesinengineeringandresearch”heldatBirlaInstituteofTechnology,Mesra,RanchiandJharkhandon 23rd-27thSeptember 2013.

4.Workshopcumtrainingprogramon“BasicMatlabcourse”heldatBirlaInstituteofTechnology,

Mesra, RanchiandJharkhand on24th-1stJuly2013.

5.AttendNationalseminaron“CyberThreats:IssuesandChallenges”heldatITSEngineering

College, GreaterNoida,UttarPradesh on 2ndApril2011.

6.Workshopon“IntelligentSystemsandWirelessNetworks(ISWN-2010)”heldatBharatInstitute

ofTechnology,Sonepaton20th-24thDec. 2010.

7.Staff Development Program on “Smart Materials” held at SD Institute of Technology and

Management, Balana,Panipaton19th-31stJuly2010.

8.Workshopon“RecentinSoftwareEngg.”heldatPDMCollegeofEngg.,SaraiAurangabad,Bhadurgarhon30thMarch,2010

9.Workshopon“RecentTrendsinMathematicsComputing”heldatTheTechnologicalInstitute

ofTextilesSciences,Bhiwanion 13thMarch, 2010.

10.Workshop on “Nanotechnology “ held at DAV College of Engineering and Technology –

Jalandhar, Punjabfrom27th-28thFeb.2010

11.Workshop on “Building Skills Set With 21st Century Networking Devices” held at Amity

University, Noidaon 4thApril 2008.

Membershipof ProfessionalBodies

OrganizationName / MembershipID / Duration
InternationalAssociationof Engineers(IAENG) / 109033 / LifeTime
InternetSociety(ISOC) / 285196 / LifeTime
InstituteforComputerSciences,SocialInformaticsandTelecommunicationsEngineering(ICST) / 5 years
AssociationforComputingMachinery(ACM)(ComputerScienceTeacherAssociationCSTA) / 521001 / LifeTime
IACSIT (International Association of Computer Science InformationTechnology) / 80341708 / LifeTime
UACEE (UniversalAssociation of ComputerandElectronicsEngineers) / A7800738 / LifeTime