Table Of ContentAdvances in Intelligent Systems
and Computing 199
Editor-in-Chief
Prof.JanuszKacprzyk
SystemsResearchInstitute
PolishAcademyofSciences
ul.Newelska6
01-447Warsaw
Poland
E-mail:[email protected]
Forfurthervolumes:
http://www.springer.com/series/11156
Suresh Chandra Satapathy, Siba K. Udgata,
and Bhabendra Narayan Biswal (Eds.)
Proceedings of the International
Conference on Frontiers
of Intelligent Computing:
Theory and Applications
(FICTA)
ABC
Editors
Dr.SureshChandraSatapathy Dr.BhabendraNarayanBiswal
ProfessorandHead Director
Dept.ofComputerScienceEngineering BhubaneswarEngineeringCollege
AnilNeerukondaInstituteofTechnology Bhubaneswar
andSciences Odisha
Sangivalasa India
Vishakapatnam
India
Dr.SibaK.Udgata
AILab
Dept.ofcomputer&InformationSciences
UniversityofHyderabad
Hyderabad
India
ISSN2194-5357 e-ISSN2194-5365
ISBN978-3-642-35313-0 e-ISBN978-3-642-35314-7
DOI10.1007/978-3-642-35314-7
SpringerHeidelbergNewYorkDordrechtLondon
LibraryofCongressControlNumber:2012953381
(cid:2)c Springer-VerlagBerlinHeidelberg2013
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Preface
ThisAISCvolumecontainsthepaperspresentedattheFirstInternationalConference
on Frontiers in Intelligent Computing: Theory and Applications (FICTA-2012) held
during22-23December2012organizedbyBhubaneswarEngineeringCollege(BEC),
Bhubaneswar,Odisa,India.
FICTA-2012isa novelbeginningoftheprestigiousinternationalconferenceseries
thatisaimedtobringresearchersfromacademiaandindustrytoreport,deliberateand
reviewthelatestprogressesinthecutting-edgeresearchpertainingtointelligentcom-
putinganditsapplicationstovariousengineeringfields.
FICTA-2012received172submissionsandafterarigorouspeer-reviewprocesswith
thehelpofourprogramcommitteemembersandexternalreviewersfinallyweaccepted
86paperswithanacceptanceratioof0.50.
The conference featured many distinguished keynote address by eminent speak-
erslikeDrGaneshVenayagamoorthy,DukeEnergyDistinguishedProfessor,Director:
Real-TimePowerandIntelligentSystemsLaboratory,HolcombeDepartmentofElec-
trical and Computer Engineering, Clemson University, Clemson, Dr P N Suganthan,
NTUSingapore,DrJVRMurthy,JNTUKakinada,India,DrNRPal,ISIKolkota,Dr
RavipudiVenketaRao,SVNIT,Surat,India,DrKPNMurthy,UniversityofHyderabad,
India,DrKalyanmoyDev,IITKanpur.
TheconferencealsoincludedaOnedaytutorialon“EvolutionaryComputationand
itsengineeringApplications”.ThetutorialswerepresentedbyDrSwagatamDas,ISI,
Kolkota,DrBKPanigrahi,IITDelhiandDrSKUdgata,UniversityofHyderabad.
Wetakethisopportunitytothankauthorsofallsubmittedpapersfortheirhardwork,
adherenceto the deadlinesand patience with the review process. The quality of a re-
ferred volume depends mainly on the expertise and dedication of the reviewers. We
areindebtedtotheprogramcommitteemembersandexternalreviewerswhonotonly
producedexcellentreviewsbutalsodidtheseinshorttimeframes.
WewouldalsoliketothankBhubaneswarEngineeringCollege(BEC),Bhubaneswar
having coming forwardto organizethis first ever conferencein the series. Our heart-
feltthanksareduetoErPravatRanjanMallick,Chairman,KGI,Bhubaneswarforthe
unstinted support to make the conference a grand success. Er Alok Ranjan Mallick,
Vice-Chairman,KGI,BhubaneswarandChairmanofBECdeservekudosforthegreat
VI Preface
supporthehasextendedfromthedayoneoftheconceptualizationoftheideaofcon-
ductingthe conference.We extendourthanksto him forcomingahead in supporting
the conferencefinanciallyand extendingfree accommodationandsightseeingtripsto
worldfamousKonarkandPuritempleforallparticipants.AlthoughBECisjust5years
old but mind set of Er Alok Ranjan Mallick, the chairmanof BEC, to make this as a
worldclassinstitutionhasforcedustoholdthefirstconferenceofFICTAseriesinthe
excellent campus of BEC. The green campus and excellent infrastructure along with
verycommittedfacultyandmotivatedstudentsofBECdevotedtheirtimetomakethe
conferenceamemorableone.Eachoneofthemdeservesbigthanks.Weareconfident
thatinfuturetoowewouldliketoorganizemanymoreinternationallevelconferences
inthisbeautifulcampus.Wewouldalsoliketothankoursponsorsforprovidingallthe
supportandfinancialassistance.
We thankProfPKDash,SOAUniversity,BhubaneswarandProfGanapatiPanda,
Dy Director, IIT Bhubaneswar for providing valuable guidelines and inspirations to
overcomevariousdifficultiesintheprocessoforganizingthisconferenceasHonorary
GeneralChairsofthisConference.Weextendourheart-feltthankstoProfPNSugan-
than, NTU Singaporefor guidingus being the General chair of the conference.Dr B
KPanigrahi,IITDelhiandDrSwagatamDas,ISIKolkotadeservesspecialthanksfor
being with us from the beginningto the end of this conference,withouttheir support
thisconferencecouldneverhavebeensuccessful.Wewouldalsoliketothankthepar-
ticipantsof this conference,who haveconsideredthe conferenceaboveall hardships.
Finally, we would like to thank all the volunteers who spent tireless efforts in meet-
ing the deadlinesand arrangingeverydetailto make sure thatthe conferencecan run
smoothly.All the effortsare worthand wouldplease us all, if the readersof thispro-
ceedingsandparticipantsofthisconferencefoundthepapersandconferenceinspiring
andenjoyable.
Oursincerethankstoallpressprint&electronicmediafortheirexcellentcoverage
ofthisconference.
December2012 VolumeEditors
Dr.SureshChandraSatapathy
Dr.SibaK.Udgata
Dr.BhabendraNarayanBiswal
Organization
OrganizingCommittee
ChiefPatron ErPravatRanjanMallick
Chairman,KGI,Bhubaneswar
Patron ErAlokRanjanMallick
Vice-Chairman,KGI,Bhubaneswar
Chairman,BEC,Bhubaneswar
OrganizingSecretary ProfB.N.Biswal
Director(A&A),BEC,Bhubaneswar
HonoraryChairs DrP.K.Dask,SMIEEE,FNAE,Director
(Research)
SOAUniversity,Bhubaneswar,India
DrGanapatiPanda,SMIEEE,FNAE
DeputyDirector,IIT,Bhubaneswar,India
GeneralChairs DrP.N.Suganthan,NTU,Singapore
DrSwagatamDas,ISI,Kolkota
Steering CommitteeChair
DrB.K.Panigrahi IIT,Delhi,India
Program Chairs
DrSureshChandraSatapathy ANITS,Vishakapatnam,India
DrS.K.Udgata UniversityofHyderabad,India
DrB.N.Biswal Director(A&A),BEC,Bhubaneswar,India
VIII Organization
International AdvisoryCommittee/Technical Committee
P.K.Patra,India AthanasiosV.Vasilakos,Athens
J.V.R.Murthy,India S.G.Ponnambalam,Malaysia
T.R.Dash,Kambodia Pei-ChannChang,Taiwan
KesabChandraSatapathy,India YingTan,China
MauriceClerc,France Chilukuri K. Mohan,USA
RoderichGross,England M.A.Abido,SaudiArabia
SangramSamal,India SaeidNahavandi,Australia
K.K.Mohapatra,India AlmoatazYoussefAbdelaziz,Egypt
L.Perkin,USA HaiBinDuan,China
SumanthYenduri,USA DelinLuo,China
CarlosA.CoelloCoello,Mexico M.K.Tiwari,India
DipankarDasgupta,USA A.Damodaram,India
PengShi,UK OscarCastillo,Mexcico
SamanHalgamuge,Australia JohnMacIntyre,England
Jeng-ShyangPan,Taiwan FrankNeumann
X.Z.Gao,Finland RafaelStubsParpinelli,Brazil
JuanLuisFernándezMartínez,California Jeng-ShyangPan,Taiwan
OscarCastillo,Mexcico P.K.Singh,India
LeandroDosSantosCoelho,Brazil SachidanandaDehuri,India
HeitorSilvérioLopes,Brazil P.S.Avadhani,India
RafaelStubsParpinelli,Brazil G.Pradhan,India
S.S.Pattanaik,India AnupamShukla,India
GerardoBeni,USA DilipPratihari,India
NamrataKhemka,USA AmitKumar,India
G.K.Venayagamoorthy,USA SrinivasSethi,India
K.Parsopoulos,Greece LalithaBhaskari,India
ZongWooGeem,USA V.Suma,India
LingfengWang,China RavipudiVenkataRao,India
OrganizingCommittee
Prof.R.K.Behuria,Hod,Mech
Prof.P.K.Mohapatra,Hod,Civil
Prof.DebiPrasadKar,Hod,ENTC
Prof.ManasKumarSwain,Hod.,CSE
Prof.P.M.Dash,Hod,EEE
Prof.S.Samal,Hod,AeronauticalEngg.
Prof.D.Panda,Hod,Sc.&H
Contents
MixtureKernelRadialBasisFunctionsNeuralNetworksforWebLog
Classification ..................................................... 1
Dash Ch. Sanjeev Kumar, Pandia Manoj Kumar,
DehuriSatchidananda,ChoSung-Bae
ANeuralNetworkBasedImageWatermarkingTechniqueUsingSpiral
EncodingofDCTCoefficients ....................................... 11
JhumaDutta,SubhadipBasu,DebotoshBhattacharjee,MitaNasipuri
EvolutionaryNeuro-FuzzySystemforProteinSecondaryStructure
Prediction........................................................ 19
AndeyKrishnaji,AllamAppaRao
ANewApproachtoTime–TimeTransformandPatternRecognitionof
Non-stationarySignalUsingFuzzyWaveletNeuralNetwork ............. 27
BirendraBiswal,A.JayaPrakash
ANon-FuzzySelf-TuningSchemeofPD-TypeFLCforOverheadCrane
Control.......................................................... 35
A.K.Pal,R.K.Mudi,R.R.DeMaity
ANNandDataMiningApproachestoSelectStudentCategoryinITS ..... 43
AniruddhaDey,R.B.Mishra,KanaiChandraPal
FuzzyPIControllerwithDynamicSetPointWeighting ................. 51
PubaliMitra,ChanchalDey,RajaniK.Mudi
AParticleSwarmOptimizedFunctionalLinkArtificialNeuralNetwork
(PSO-FLANN)inSoftwareCostEstimation ........................... 59
Tirimula Rao Benala, Korada Chinnababu, Rajib Mall,
SatchidanandaDehuri
X Contents
AnAugmentedSelf-tuningFuzzyLogicControllerwithItsReal-Time
Implementation................................................... 67
RajaniK.Mudi,D.Simhachalam,ArindamMondal
SpeakerInvariantandNoiseRobustSpeechRecognitionUsingEnhanced
AuditoryandVTLBasedFeatures ................................... 77
S.D.Umarani,R.S.D.Wahidabanu,P.Raviram
ANobleFuzzySelf-TuningSchemeforConventionalPIController........ 83
RajaniK.Mudi,RituRaniDeMaity
An Efficient Similarity Search Approach to Incremental
MultidimensionalDatainPresenceofObstacles........................ 93
ShelleyGupta,AvinashDwivedi,R.K.Issac,SachinKumarAgrawal
AlleviatingSparsityandScalabilityIssues inCollaborativeFiltering
BasedRecommenderSystems ....................................... 103
AkshiKumar,AbhilashaSharma
HandlingUnlabeledDatainGeneRegulatoryNetwork.................. 113
SasmitaRout,TriptiSwarnkar,SaswatiMahapatra,DebabrataSenapati
NaiveCredalClassifierforUncertainDataClassification ................ 121
S. Sai Satyanarayana Reddy, G.V. Suresh, T. Raghunadha Reddy,
B.VishnuVardhan
AnEffectiveAnalysisofServerLogforWebsiteEvaluation .............. 133
SarithaVemulapalli,ShashiM.
Design of New Volterra Filter for Mammogram
Enhancement..................................................... 143
AshutoshPandey,AnuragYadav,VikrantBhateja
PowerQualityEventClassificationUsingHilbertHuangTransform....... 153
R.Jalaja,B.Biswal
Colour Image Segmentation with Integrated Left Truncated
Bivariate Gaussian Mixture Model and Hierarchical
Clustering ....................................................... 163
G.V.S.Rajkumar,K.SrinivasaRao,P.SrinivasaRao
EOST-AnAccessMethodforObfuscatingSpatio-TemporalDatainLBS... 171
AshwiniGavali,SureshLimkar,DnyanashwarPatil
DiscoveringWebUsagePatterns-ANovelApproach ................... 181
K. Sudheer Reddy, Ch.N. Santhosh Kumar, V. Sitaramulu,
M.KanthaReddy
