CommunicationsinComputerandInformationScience545CommencedPublicationin2007FoundingandFormerSeriesEditors:AlfredoCuzzocrea,DominikSlezak,andXiaokangYangEditorialBoardSimoneDinizJunqueiraBarbosaPonticalCatholicUniversityofRiodeJaneiro(PUC-Rio),RiodeJaneiro,BrazilPhoebeChenLaTrobeUniversity,Melbourne,AustraliaXiaoyongDuRenminUniversityofChina,Beijing,ChinaJoaquimFilipePolytechnicInstituteofSetúbal,Setúbal,PortugalOrhunKaraTB˙ITAKB˙ILGEMandMiddleEastTechnicalUniversity,Ankara,TurkeyIgorKotenkoSt.
PetersburgInstituteforInformaticsandAutomationoftheRussianAcademyofSciences,St.
Petersburg,RussiaTingLiuHarbinInstituteofTechnology(HIT),ChinaKrishnaM.
SivalingamIndianInstituteofTechnologyMadras,Chennai,IndiaTakashiWashioOsakaUniversity,Osaka,JapanMoreinformationaboutthisseriesathttp://www.
springer.
com/series/7899MichaelW.
Berry·AzlinahHj.
MohamedYapBeeWah(Eds.
)SoftComputinginDataScienceFirstInternationalConference,SCDS2015Putrajaya,Malaysia,September2–3,2015ProceedingsABCEditorsMichaelW.
BerryUniversityofTennesseeKnoxville,TennesseeUSAAzlinahHj.
MohamedUniversitiTeknologiMARAShahAlamMalaysiaYapBeeWahUniversitiTeknologiMARAShahAlamMalaysiaISSN1865-0929ISSN1865-0937(electronic)CommunicationsinComputerandInformationScienceISBN978-981-287-935-6ISBN978-981-287-936-3(eBook)DOI10.
1007/978-981-287-936-3LibraryofCongressControlNumber:2015949465SpringerSingaporeHeidelbergNewYorkDordrechtLondoncSpringerScience+BusinessMediaSingapore2015Thisworkissubjecttocopyright.
AllrightsarereservedbythePublisher,whetherthewholeorpartofthematerialisconcerned,specicallytherightsoftranslation,reprinting,reuseofillustrations,recitation,broad-casting,reproductiononmicrolmsorinanyotherphysicalway,andtransmissionorinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynowknownorhereafterdeveloped.
Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.
inthispublicationdoesnotimply,evenintheabsenceofaspecicstatement,thatsuchnamesareexemptfromtherelevantprotectivelawsandregulationsandthereforefreeforgeneraluse.
Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookarebelievedtobetrueandaccurateatthedateofpublication.
Neitherthepublishernortheauthorsortheeditorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinorforanyerrorsoromissionsthatmayhavebeenmade.
Printedonacid-freepaperSpringerScience+BusinessMediaSingaporePteLtd.
ispartofSpringerScience+BusinessMedia(www.
springer.
com)PrefaceWearepleasedtopresenttheproceedingoftheInternationalConferenceonSoftComputinginDataScience2015(SCDS2015).
SCDS2015washeldinthePullmanHotel,PutrajayaMalaysia,duringSeptember2–3,2015.
Thethemeoftheconferencewas"ScienceinAnalytics:HarnessingDataandSimplifyingSolutions.
"SCDS2015aimedtoprovideaplatformforacademicsandpracti-tionerstosharetheirknowledgeandexperienceintheareaofsoftcomputingindatascience.
Researchcollaborationsbetweenacademiaandindustrycanleadtotheadvancementofusefulanalyticsandcomputingapplicationsforprovidingreal-timeinsightsandsolutions.
Weweredelightedthattheconferenceattractedsubmissionsfromadiversegroupofnationalandinternationalresearchers.
Wereceived69submissions,amongwhich25wereaccepted.
SCDS2015utilizedadouble-blindreviewpro-cedure.
Allacceptedsubmissionswereassignedtoatleastthreeindependentreviewers(atleasttwointernationalreviewers)inordertohavearigorousandconvincingevaluationprocess.
Atotalof55internationaland79localreviewerswereinvolvedinthereviewprocess.
Thereviewersprovidedverygoodfeedbackandthishelpedintheselectionofpapers.
TheconferenceproceedingsvolumeeditorsandSpringer'sCCISEditorialBoarddecidedonthenalselectionofpa-pers.
Finally,25ofthe69submisssions(36%)wereacceptedfortheconferenceproceedings.
WewouldliketothankallresearcherswhosubmittedmanuscriptstoSCDS2015.
Wethankthereviewersforvolunteeringtoreviewthepapers.
Wethankallconferencecommitteemembersfortheirtime,ideas,andeortsinorganizingSCDS2015.
WealsowishtothanktheSpringerCCISEditorialBoard,organi-zations,andsponsorsthatsupportedSCDS2015.
WesincerelyhopethatSCDS2015providedavenueforsharingknowledgeandpublishinggoodresearchndingsandnewresearchcollaborations.
Lastbutnotleast,wehopeeveryonehadanenjoyableandmemorableexperienceatSCDS2015inMalaysia.
September2015MichaelW.
BerryAzlinahHj.
MohamedYapBeeWahOrganizationPatronTanSriDato'SriProfIrDr.
SaholHamidAbuBakar,FAScViceChancellor,UniversitiTeknologiMARAMalaysiaHonoraryChairsMichaelW.
BerryUniversityofTennessee,USAFazelFamiliUniversityofOttawa,CanadaMinChenOxfordUniversity,UKLoftiA.
ZadehUniversityofCalifornia,Berkeley,USAHaiboHeUniversityofRhodeIsland,USADovanThanhNorwegianUniversityofScienceandTechnology,NorwayConferenceChairsAzlinahHj.
MohamedUniversitiTeknologiMARAYapBeeWahUniversitiTeknologiMARAProgramCommitteeRokiahEmbongUniversitiTeknologiMARAZainabAbuBakarUniversitiTeknologiMARAWanAbdulRahimWanMohdIsaUniversitiTeknologiMARASitiZalehaZainalAbidinUniversitiTeknologiMARASharifahAlimanUniversitiTeknologiMARAShuzlinaAbdulRahmanUniversitiTeknologiMARANorjansalikaJanomUniversitiTeknologiMARAMazaniManafUniversitiTeknologiMARAAnitawatiMohdLokmanUniversitiTeknologiMARANurazzahAbdRahmanUniversitiTeknologiMARAWanAdilahWanAdnanUniversitiTeknologiMARANorehanAbdManafUniversitiTeknologiMARANorizanMatDiahUniversitiTeknologiMARAShuhaidaShuhidanUniversitiTeknologiMARAVIIIOrganizationStudentCommitteeNorulhidayahIsaUniversitiTeknologiMARAHezlinAryaniAbdRahmanUniversitiTeknologiMARAHamzahBinAbdulHamidUniversitiTeknologiMARAMohamadArsyadYakobUniversitiTeknologiMARAInternationalScienticCommitteeSimonFongUniversityofMacau,SARChinaMohammedBennamounUniversityofWesternAustraliaYasueMitsukuraKeioUniversity,JapanDhiyaAl-JumeilyLiverpoolJohnMooresUniversity,UKDariuszKrolUniversityofWroclaw,PolandRichardWeberUniversityofChile,Santiago,ChileJoseMariaPenaTechnicalUniversityofMadrid,SpainAliSelamatUniversitiTeknologiMalaysiaDaudMohamedUniversitiTeknologiMARAYusukeNojimaOsakaPerfectureUniversity,JapanNoritaMdNawawiUniversitiSainsIslamMalaysiaSiddhivinayakKulkarnieUniversitiofBallarat,AustraliaTahirAhmadUniversitiTeknologiMalaysiaSaeedAghabozorgiUniversitiMalaya,MalaysiaShanudinZakariaUniversitiPertahananMalaysiaKuRuhanaKuMahamudUniversitiUtaraMalaysiaAzuralizaAbuBakarUniversitiKebangsaanMalaysiaXian-JinXieUniversityofTexasSouthwesternMedicalCenter,USAInternationalReviewersAbdullahAlLuhaibKSU,SaudiArabiaAkhilJabbarAurora'sEngineeringCollege,Bhongir,IndiaAlaaAljanabyUniversityofNizwa,OmanAlexandreTorrezamScienceandTechnologieofMatoGrosso-IFMT,BrazilAliNaderiSaatloIstanbulTechnicalUniversity,TurkeyAryoPinanditoUniversitasBrawijaya,IndonesiaBasharAl-ShboulTheUniversityofJordanBassamAl-JewadAdvancedTechnologySystems-IraqLLCDavideAnguitaUniversityofGenova,ItalyDevendraChaturvediDeemedUniversity,IndiaFazelFamiliUniversityofOttawa,CanadaGholamrezaAkbarizadehShahidChamranUniversity,IranHaiboHeUniversityofRhodeIsland,USAHaiderM.
AlSabbaghBasraUniversity,IraqOrganizationIXHanaaS.
AliZagazigUniversity,EgyptHariharKaliaSeemantaEngineeringCollege,IndiaHarminderSinghBindraNationalInstituteofTechnology,IndiaHenriqueDezaniFaculdadedeTecnologiadeSaoJosedoRioPreto,BrazilIndrabayuA.
HasanuddinUniversity,IndonesiaJ.
VimalaJayakumarAlagappaUniversity,IndiaJeongMookLimElectronicsandTelecommunicationsResearchInstitute,KoreaJihadMohamadAljaamQatarUniversity,QatarLarriRosserRaytheonCompany,USAM.
UdinHarunAlRasyidPoliteknikElektronikaNegeriSurabaya(PENS),IndonesiaMahmoudiSa¨dUniversityofMons,BelgiumMajidaAlasadyUniversityofTikrit,IraqMasahiroHoguroChubuUniversity,JapanMatthewJ.
KyanRyersonUniversity,CanadaMd.
AtiqurRahmanAhadUniversityofDhaka,BangladeshMohamedA.
AbbasArabAcademyforScienceandTechnology,EgyptMohammedGhazalAbuDhabiUniversity,UAEMoulayA.
AkhlouLavalUniversity,CanadaNazrulEendyGadjahMadaUniversity,IndonesiaNidhalAbassUniversityofKufa,IraqNorianMarranghelloSaoPauloStateUniversity,BrazilPabloAdasmeUniversityofSantiagodeChile,ChilePunpitiPiamsa-ngaKasetsartUniversity,ThailandRichardWeberUniversityofChile,ChileSeyedGhorshiSharifUniversityofTechnology,IranShashikantGuptaITMUniversity,IndiaSidahmedBenabderrahmaneLORIA,InriaNancy,FranceSiddhivinayakKulkarniFederationUniversityofAustraliaSimonFongUniversityofMacau,SARChinaSriBalaDhirajlalGandhiCollegeofTechnology,IndiaSridharKrishnanRyersonUniversity,CanadaTasleemArifBGSBUniversityRajouri,IndiaTaukAbraoStateUniversityofLondrina,BrazilVijendraSinghModyInstituteofTechnologyandScience,IndiaWaiWooNewcastleUniversity,UKWeigangWuSunYat-senUniversity,ChinaWilliamDuncanLousianaStateUniversity,USAXiuzhenChenShanghaiJiaotongUniversity,ChinaYanuarFirdausArieWibowoTelkomUniversity,IndonesiaZahirAhmadCoventryUniversity,UKXOrganizationLocalReviewersAbdulRahmanOthmanUniversitiSainsMalaysiaAbdullahEmbongUniversityMalaysiaPahangAdibKabirChowdhuryUniversityCollegeofTechnologySarawakAhmadRaMultimediaUniversityAhmadShahrizanAbdulGhaniUniversitySainsMalaysiaAhmadSobriHashimUniversitiTeknologiPETRONASAlanAbdulHalinUniversitiPutraMalaysiaAliQusayAl-FarisUniversitiSainsMalaysiaAliSelamatUniversitiTeknologiMalaysiaArsmahIbrahimUniversitiTeknologiMARAAsmalaAhmadUniversitiTeknikalMalaysiaMelakaAsmidarAbuBakarUniversitiTenagaNasionalAzilawatiAzizanUniversitiTeknologiMARAAzlinahMohamedUniversitiTeknologiMARAAzuralizaAbuBakarUniversitiKebangsaanMalaysiaBahbibiRahmatullahUniversitiPendidikanSultanIdrisBhagwanDasUniversitiTunHusseinOnnMalaysiaBongChihHowUniversitiMalaysiaSarawakChoong-YeunLiongUniversitiKebangsaanMalaysiaFatimahDatoAhmadUniversitiPertahananNasionalMalaysiaHaidyHenryUniversitiTeknologiMARAHamidahJantanUniversitiTeknologiMARAHasimahMohamedUniversitiSainsMalaysiaHaslizatulMohamedHanumUniversitiTeknologiMARAHasnizaYahyaUniversitiTenagaNasionalK.
RaoBirlaInstituteofTechnologyandScience,MalaysiaKamaruddinMamatUniversitiTeknologiMARAKamarulAbdul-BasitUniversitiTeknologiMARAKamarularinAbdJalilUniversitiTeknologiMARAKwangHooiYewUniversitiTeknologiPETRONASLillySurianiAendeyUniversitiPutraMalaysiaMaizuraMohdSaniUniversitiTeknologiMARAMarinaYusoUniversitiTeknologiMARAMasRinaMustaaUniversitiPutraMalaysiaMazaniManafUniversitiTeknologiMARAMohamadDaudUniversitiTeknologiMARAMohamadFaizalBaharomUniversitiTeknikalMalaysiaMohamedImranMohamedAriUniversitiTeknologiMARAOrganizationXIMohdAliasLazimUniversitiTeknologiMARAMohdFadzliMarhusinUniversitiSainsIslamMalaysiaMohdHelmyAbdWahabUniversitiTunHusseinOnnMalaysiaMohdShamrieSaininUniversitiUtaraMalaysiaMohdTahirIsmailUniversitiSainsMalaysiaMuhamadTaukAbdullahUniversitiPutraMalaysiaMuhammadRoziMalimUniversitiTeknologiMARAMustafaManUniversityMalaysiaTerengganuNasirohOmarUniversitiTeknologiMARANoorAzilahMudaUniversitiTeknikalMalaysiaNoorElaizaAbdKhalidUniversitiTeknologiMARANordinAbuBakarUniversitiTeknologiMARANoreenArshadUniversitiTeknologiPETRONASNorihanAbdulHamidUniversitiTeknikalMalaysiaNurAtiqahSiaAbdullahUniversitiTeknologiMARANurFadilahAbAzizUniversitiTenagaNasionalRakhaAlianaA.
RaofUniversitiMalaysiaPerlisRizauddinSaianUniversitiTeknologiMARARosalinaAbd.
SalamUniversitiSainsIslamMalaysiaSaidahSaadUniversitiKebangsaanMalaysiaShahrulAzmanNoahUniversitiKebangsaanMalaysiaShahrulBadariahMatSahUniversitiTeknikalMalaysiaSharifalillahNordinUniversitiTeknologiMARAShuzlinaAbdul-RahmanUniversitiTeknologiMARASitiZalehaZainalAbidinUniversitiTeknologiMARASoanitaMutalibUniversitiTeknologiMARASumarniAbuBakarUniversitiTeknologiMARASuzanaAhmadUniversitiTeknologiMARASuziahSulaimanUniversitiTeknologiPETRONASSyahrulNizamJunainiUniversitiMalaysiaSarawakTahirAhmadUniversitiTeknologiMalaysiaWaidahIsmailUniversitiSainsIslamMalaysiaWengKinLaiTunkuAbdulRahmanUniversityCollegeYapBeeWahUniversitiTeknologiMARAYuhanisYusofUniversitiUtaraMalaysiaYunHuoyChooUniversitiTeknikalMalaysiaZaidahIbrahimUniversitiTeknologiMARAZainabAbuBakarUniversitiTeknologiMARAZolidahKasiranUniversitiTeknologiMARAZuhaimyIsmailUniversitiTeknologiMalaysiaContentsDataMiningAnImprovedParticleSwarmOptimizationviaVelocity-BasedReinitializationforFeatureSelection3ShuzlinaAbdul-Rahman,AzuralizaAbuBakar,andZeti-AzuraMohamed-HusseinClassifyingForumQuestionsUsingPCAandMachineLearningforImprovingOnlineCQA13SimonFong,YanZhuang,KexingLiu,andShuZhouDataProjectionEectsinFrequentItemsetsMining23MohammadArsyadMohdYakop,SoanitaMutalib,andShuzlinaAbdul-RahmanDataQualityIssuesinDataMigration33NurhidayahMuhamadZahari,WanYaWanHussin,MohdYunusMohdYussof,andFauziMohdSamanReviewingClassicationApproachesinSentimentAnalysis43NorNadiahYusof,AzlinahMohamed,andShuzlinaAbdul-RahmanComparisonsofADABOOST,KNN,SVMandLogisticRegressioninClassicationofImbalancedDataset.
54HezlinAryaniAbdRahman,YapBeeWah,HaiboHe,andAwangBulgibaFindingSignicantFactorsonWorldRankingofe-GovernmentsbyFeatureSelectionMethodsoverKPIs65SimonFong,YanZhuang,HuilongLuo,KexingLiu,andGiaKimFuzzyComputingPossibilityVagueSoftExpertSetTheoryandItsApplicationinDecisionMaking77GaneshsreeSelvachandranandAbdulRazakSallehAnIterativeMethodforSolvingFuzzyFractionalDierentialEquations88AliAhmadian,FudziahIsmail,NorazakSenu,SoheilSalahshour,MohamedSuleiman,andSarkhoshSeddighiChaharborjXIVContentsContrastComparisonofFlatElectroencephalographyImage:Classical,Fuzzy,andIntuitionisticFuzzySet97SuzelawatiZenian,TahirAhmad,andAmidoraIdrisAnAutocatalyticModelofaPressurizedWaterReactorinaNuclearPowerGeneration106AzmirulAshaari,TahirAhmad,MustaaShamsuddin,andWanMunirahWanMohammadEvolutionaryComputing/OptimizationSelshGeneImageSegmentationAlgorithm119NoorElaizaAbdKhalid,NorharyatiMdAri,AhmadFirdausAhmadFadzil,andNoorhayatiMohamedNoorDetectingIMSI-CatcherUsingSoftComputing129ThanhvanDo,HaiThanhNguyen,NikolovMomchil,andVanThuanDoSolvingCurriculumBasedCourseTimetablingbyHybridizingLocalSearchBasedMethodwithinHarmonySearchAlgorithm.
141JulianaWahidandNaimahMohdHussinAParallelLatentSemanticIndexing(LSI)AlgorithmforMalayHadithTranslatedDocumentRetrieval154NurazzahAbdRahman,ZulaileMabni,NasirohOmar,HaslizatulFairuzMohamedHanum,andNikNurAmirahTuanMohamadRahimShortTermTracForecastingBasedonHybridofFireyAlgorithmandLeastSquaresSupportVectorMachine164YuhanisYusof,FarzanaKabirAhmad,SitiSakiraKamaruddin,MohdHasbullahOmar,andAthraaJasimMohamedImplementationofDynamicTracRoutingforTracCongestion:AReview174NorulhidayahIsa,AzlinahMohamed,andMarinaYusoPatternRecognitionAComparativeStudyofVideoCodingStandardPerformanceviaLocalAreaNetwork189SitiEshahCheOsman,HamidahJantan,MohamadTaibMiskon,andWanAhmadKhusairiWanChekContentsXVPartialDierentialEquation(PDE)BasedImageSmoothingSystemforDigitalRadiographicImage198SuhailaAbdHalim,ArsmahIbrahim,andYupiterHPManurungMainStructureofHandwrittenJawiSub-wordRepresentationUsingNumericCode208RoslimMohamad,MazaniManaf,RoseHafsahAbd.
Rauf,andMohammadFaidzulNasruddinHumanMachineInterfaceEvaluatingtheUsabilityofHomestayWebsitesinMalaysiaUsingAutomatedTools221WanAbdulRahimWanMohdIsa,MuchlisahMdYuso,andDgAsnaniAgNordinHumanoid-RobotInterventionforChildrenwithAutism:AConceptualModelonFBM231AzharAbdulAziz,FateenFaiqaMislanMoghanan,MudianaMokhsin,AzaIsmail,andAnitawatiMohdLokmanCross-culturalKanseiMeasurement242AnitawatiMohdLokmanandMohdKhairulIkhwanZolkeeyHybridMethodsAccuracyAssessmentofUrbanGrowthPatternClassicationMethodsUsingConfusionMatrixandROCAnalysis.
255NurLailaAbGhani,SitiZalehaZainalAbidin,andNoorElaizaAbdKhalidIntrusionDetectionSystemBasedonModiedK-meansandMulti-levelSupportVectorMachines265WathiqLaftahAl-Yaseen,ZulaihaAliOthman,andMohdZakreeAhmadNazriAuthorIndex275
一般大厂都是通过首年才有可以享受爆款活动,然后吸引我们注册他们商家达到持续续费和购买的目的。一般只有大厂才能有这样的魄力和能力首年亏本,但是对于一般的公司和个人厂家确实难过,这几年确实看到不少的同类商家难以生存。这里我们可以看到有对应的套餐方案。不过这两个套餐都是100%CPU独享的,不是有某云商家限制CPU的。但是轻量服务器有个不好的就是带宽是较大且流量是限制的额,分别是1GB和1.2TB月流量...
LOCVPS在农历新年之后新上架了日本大阪机房软银线路VPS主机,基于KVM架构,配备原生IP,适用全场8折优惠码,最低2GB内存套餐优惠后每月仅76元起。LOCVPS是一家成立于2012年的国人VPS服务商,提供中国香港、韩国、美国、日本、新加坡、德国、荷兰、俄罗斯等地区VPS服务器,基于KVM或XEN架构(推荐选择KVM),线路方面均选择国内直连或优化方案,访问延迟低,适合建站或远程办公使用。...
hostodo怎么样?快到了7月4日美国独立日,hostodo现在推出了VPS大促销活动,提供4款Hostodo美国独立日活动便宜VPS,相当于7折,低至$13/年,续费同价。Hostodo美国独立日活动结束时间不定,活动机售完即止。Hostodo商家支持加密数字货币、信用卡、PayPal、支付宝、银联等付款。Hostodo美国独立日活动VPS基于KVM虚拟,NVMe阵列,1Gbps带宽,自带一个...
www.idanmu.com为你推荐
有机zz怎么看不了呢有机zz怎么进不去了Baby被问婚变绯闻黄晓明婚礼上说baby碰他哪里最兴奋云计算什么是云计算?18comic.fun18岁以后男孩最喜欢的网站陈嘉垣马德钟狼吻案事件是怎么回事xyq.163.cbg.com梦幻西游藏宝阁haole018.com为啥进WWWhaole001)COM怎么提示域名出错?囡道是haole001换地了吗www.haole012.com阜阳有什么好的正规的招聘网站?haokandianyingwang有什么好看的电影网站se9999se.comexol.smtown.com
域名空间代理 怎么申请域名 英文简历模板word 512m内存 镇江联通宽带 卡巴斯基官方免费版 刀片服务器是什么 网站cdn加速 1g内存 免费测手机号 绍兴电信 申请网站 中国电信测速器 中国联通宽带测试 国外免费网盘 学生机 最新优惠 美国十大啦 认证机构 傲盾代理 更多