Proceedings of the International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) PDF
Preview Proceedings of the International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA)
Advances 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 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe materialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation,broad- casting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionorinformationstorage andretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynowknown orhereafterdeveloped.Exemptedfromthislegalreservationarebriefexcerptsinconnectionwithreviews orscholarly analysis ormaterial suppliedspecifically forthepurposeofbeingentered andexecuted ona computersystem,forexclusive usebythepurchaser ofthework.Duplication ofthis publication orparts thereofispermittedonlyundertheprovisionsoftheCopyrightLawofthePublisher’slocation,initscur- rentversion,andpermissionforusemustalways beobtained fromSpringer. Permissionsforusemaybe obtainedthroughRightsLinkattheCopyrightClearanceCenter.Violationsareliabletoprosecutionunder therespectiveCopyrightLaw. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Whiletheadviceandinformationinthisbookarebelievedtobetrueandaccurateatthedateofpublication, neither the authors northe editors nor the publisher can accept any legal responsibility for any errors or omissionsthatmaybemade.Thepublishermakesnowarranty,expressorimplied,withrespecttothematerial containedherein. Printedonacid-freepaper SpringerispartofSpringerScience+BusinessMedia(www.springer.com) 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
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