1时间序列的相似性查询与异常检测

时间序列的相似性查询与异常检测作者：肖辉学位授予单位：复旦大学被引用次数：12次参考文献(112条)1.参考文献2.RAgrawal.CFaloutsos.ASwamiEfficientsimilaritysearchinsequencedatabases19933.RAgrawal.KILin.HSSawhney.K.ShimFastsimilaritysearchinthepresenceofnoise,scaling,andtranslationintime-seriesdatabase19954.RAgrawal.GPsaila.ELWimmers.M.ZaitQueryingshapesofhistories19955.DonaldJBerndt.JamesCliffordUsingDynamicTimeWarpingtoFindPatternsinTimeSeries19946.DJBerndt.JCliffordFindingPatternsinTimeSeries:ADynamicProgrammingApproach19967.RBorisyuk.MDenham.FHoppensteadt.Y.KazanovichO.VinogradovaAnoscillatoryneuralnetworkmodelofsparsedistributedmemoryandnovltydetection20008.BBollobas.GDas.DGunopulos.H.MannilaTime-SeriesSimilarityProblemsandWell-SeparatedGeometricSets2001(04)9.SBerchtold.DAKeim.HKriegelTheX-tree:anindexstructureforhigh-dimensionaldata199610.MBreunig.HPKriegel.RNg.J.SanderLof:Identifyingdensity-basedlocaloutliers200011.NBeckmann.HPKriegel.RSchneider.RB.SeegerTheR*-tree:anefficientandrobustaccessmethodforpointsandrectangles199012.VBarnett.TLewisOutliersinstatisticaldata199413.JDBrutlagAberrantbehaviordetectionintimeseriesfornetworkservicemonitoring200014.TBozkaya.NYazdani.ZMOzsoyogluMatchingandIndexingSequencesofDifferentLengths199715.卡斯尔曼.朱志刚数字图像处理200216.KPChan.WCFUEfficientTimeSeriesMatchingbyWavelets199917.KPChan.AFu.CYuHaarwaveletsforefficientsimilaritysearchoftime-series:withandwithouttimewarping2003(03)18.SChakrabarti.SSarawagi.BDomMiningsurprisingpatternsusingtemporaldescriptionlength199819.KelvinKamWingChu.ManHonWongFasttime-seriessearchingwithscalingandshifting199920.DDecosteMiningmultivariatetime-seriessensordatatodiscoverbehaviorenvelopes199721.DipankerDasgupta.StephanieForrestNoveltyDetectioninTimeSeriesDataUsingIdeasfromImmunology199622.GautamDas.DimitriosGunopulos.HeikkiMannilaFindingSimilarTimeSeries199723.RDuda.PHartPatternclassificationandsceneanalysis197324.GautamDas.KingIpLin.HeikkiMannila.GopalRenganathan,PadhraicSmythRulediscoveryfromtimeseries199825.CFaloutsos.KLinFastMap:AFastAlgorithmforIndexing,Data-MiningandVisualizationofTradditionalandMultimediaDatasets199526.CFaloutsos.MRanganathan.YManolopoulosFastSubsequenceMatchinginTime-SeriesDatabases199427.DGaborTheoryofCommunication1946(26)28.DimitrosGunopulos.GautamDasTimeSeriesSimilarityMeasuresandTimeSeriesIndexing200129.AGionis.PIndyk.RMotwaniSimilaritySearchinHighDimensionsviaHashing199930.DQGoldin.PCKanellakisOnsimilarityqueriesfortime-seriesdata:constraintspecificationandimplementation199531.XianpingGe.PadhraicSmythDeformableMarkovModelTemplatesforTimeSeriesPatternMatching200032.ValeryGuralnik.JaideepSrivastavaEventDetectionfromTimeSeriesData199933.AGuttmanR-trees:adynamicindexstructureforspatialsearching198434.DHawkinIdentificationofOutliers198035.SHettich.SDBayTheUCIKDDArchive199936.MLHetlandASurveyofRecentMethodsforEfficientRetrievalofSimilarTimeSequences200337.YkaHuhtala.JuhaKairkkainen.HannuToivonenMiningforsimilaritiesinalignedtimeseriesusingwavelets199938.ZHe.XXu.SDengDiscoveringclusterbasedlocaloutliers2003(9-10)39.YunWuHuang.PhilipSYuAdaptivequeryprocessingfortime-seriesdata199940.AndreJonsson.DBadalUsingSignatureFilesforQueryingTime-SeriesData199741.HVJagadish.NKoudas.SMuthukrishnanMiningdeviantsinatimeseriesdatabase199942.TJohnson.IKwok.RNgFastComputationof2-DimensionalDepthContours199843.WJin.AKTung.JHanMiningtop-nlocaloutliersinlargedatabases200144.MFJiang.SSTseng.CMSuTwo-phaseclusteringprocessforoutliersdetection[外文期刊]2001(6-7)45.EamonnKeogh.SelinaChu.DavidHart.MichaelPazzaniSegmentingTimeSeries-ASurveyandNovelApproach199346.KaushikChakrabarti.EamonnKeogh.SharadMehrotra.MichaelPazzaniLocallyAdaptiveDimensionalityReductionforIndexingLargeTimeSeriesDatabases[外文期刊]2002(02)47.EamonnJKeogh.KaushikChakrabarti.MichaelJPazzani.SharadMehrotraDimensionalityReductionforFastSimilaritySearchinLargeTimeSeriesDatabases[外文期刊]2001(03)48.EKeoghExactIndexingofDynamicTimeWarping200249.EKeoghFastsimilaritysearchinthepresenceoflongitudinalscalingintimeseriesdatabases199750.EKeogh.TFoliasTheUCRTimeSeriesDataMiningArchive200251.Kamel.CFaloutsosHilbertR-tree:animprovedR-treeusingfractals199452.FlipKorn.HVJagadish.ChristosFaloutsosEfficientlysupportingadhocqueriesinlargedatasetsoftimesequences199753.AKoski.MJuhola.MMeristeSyntacticRecognitionofECGSignalsByAttributedFiniteAutomata1995(12)54.EKeogh.SLonardi.WChiuFindingSurprisingPatternsinaTimeSeriesDatabaseInLinearTimeandSpace200255.EMKnorr.RTNgAlgorithmsforMiningDistance-BasedOutliersinLargeDatasets199856.EamonnJ.KeoghMichaelJ.PazzaniASimpleDimensionalityReductionTechniqueforFastSimilaritySearchinLargeTimeSeriesDatabases200057.EKeogh.MPazzaniScalingupDynamicTimeWarpingforDataminingApplications200058.EKeogh.MPazzaniDerivativeDynamicTimeWarping200159.EKeogh.MPazzaniAnenhancedrepresentationoftimeserieswhichallowsfastandaccurateclassification,clusteringandrelevancefeedback199860.EKeogh.MPazzaniRelevancefeedbackretrievaloftimeseriesdata199961.EKeogh.MPazzaniScalingupDynamicTimeWarpingtoMassiveDatasets199962.EKeogh.MPazzaniAnIndexingSchemeforFastSimi