数据挖掘取样方法研究_胡文瑜(8)

发布时间:2021-06-05

52

[16]

计算机研究与发展 2011,48(1)

JinCheqing,QianWeining,ZhouAoying.Analysisandmanagementofstreamingdata:Asurvey[J].JournalofSoftware,2004,15(8):1172-1181(inChinese)

[1]

考文献

VitterJS.Randomsamplingwithareservoir[J].ACMTransonMathematicalSoftware,1985,11(1):37-57

[17]

(金澈清,钱卫宁,周傲英.流数据分析与管理综述[J].软件学报,2004,15(8):1172-1181)

HaasPJ,SwamiAN.Sequentialsamplingproceduresforquerysizeestimation[C]PPProcoftheACMSIGMOD1992.NewYork:ACM,1992:341-350

[18]

LastM.

Improvingdataminingutilitywithprojective

[2]CochranWG.SamplingTechniques[M].3rded.NewYork:JohnWiley&Sons,1977

[3]LevyPS,LemeshowS.SamplingofPopulations:MethodsandApplications[M].NewYork:JohnWiley&Sons,1991

[4]LohrSL.Sampling:DesignandAnalysis[M].PacificGrove,CA:DuxburyPress,1999

[19]

sampling[C]PPProcofthe15thACMSIGKDDIntConfonKDD.NewYork:ACM,2009:487-496

BabcockB,ChaudhuriS,DasG.Dynamicdampledelectionforspproximatewueryprocessing[C]PPProcofACMSIGMOD2003.NewYork:ACM,2003:539-550

[20]

BrownPG,HaasPJ.Techniquesforwarehousingofsampledata[C]PPProcofthe22ndICDE.LosAlamitos,CA:IEEEComputerSociety,2006:6

[21]

ChaudhuriS,DasG,NarasayyaV,etal.Optimization-basedapproachforapproximateansweringofaggregatequeries[C]PPProcofACMSIGMOD2001.NewYork:ACM,2001:295-306

[22]

ThompsonStevenK,SeberGeorgeAF.AdaptiveSampling[M].NewYork:JohnWiley&Sons,1996

[23]

OlkenF.Randomsamplingfromdatabase[D].Berkeley:UniversityofCalifornia,2005

[24]

PalmerC,

FaloutsosC.

Densitybiasedsampling:

An

[5]OlkenF,RotemD.RandomsamplingfromB+trees[C]PPProcofthe15thIntConfonVLDB.SanFrancisco:MorganKaufmann,1989:269-277

[6]OlkenF,RotemD.Samplingfromspatialdatabases[J].StatisticsandComputing,1995,5(1):43-57

[7]GibbonsPB,MatiasY.Newsampling-basedsummarystatisticsforimprovingapproximatequeryanswers[C]PPProcofACMSIGMOD1998.NewYork:ACM,1998:331-342

[8]AcharyaS,GibbonsPB,PoosalaV.Congressionalsamplesforapproximateansweringofgroup-byqueries[C]PPProcoftheACMSIGMODonManagementofData.NewYork:ACM,2000:487-498

[9]ChaudhuriS,DasG,DatarM,etal.Overcominglimitationsofsamplingforaggregationqueries[C]PPProcofICDE2001.LosAlamitos,CA:IEEEComputerSociety,2001:534-542

improvedmethodfordataminingandclustering[C]PPProcofACMSIGMOD2000.NewYork:ACM,2000:82-92

[25]

KolliosG,GunopoulosD,KoudasN,etal.Efficientbiasedsamplingforapproximateclusteringandoutlierdetectioninlargedatasets[J].IEEETransonKnowledgeandDataEngineering,2003,15(5):1170-1187

[26]

CormodeG,MuthukrishnanS.Summarizingandminingskeweddatastreams[C]PPProcofthe5thSIAMIntConfonDataMining.NewportBeach,USA:SocietyforIndustrialandApplied,2005:12

[27]

ZhouShuigeng,ZhouAoying,etal.Afastdensity-basedclusteringalgorithm[J].JournalofComputerResearchandDevelopment,2000,37(11):1287-1292(inChinese)(周水庚,周傲英,等.一种基于密度的快速聚类算法[J].计算机研究与发展,2000,37(11):1287-1292)

[28]

ToivonenH.Samplinglargedatabasesforassociationrules[C]PPProcofthe22ndVLDB.SanFrancisco:MorganKaufmann,1996:134-145

[29]

LiW,

GaoX,

ZhuY,

etal.

Onthesmallsample

[10]GibbonsPB.Distinctsamplingforhighly-accurateanswerstodistinctvaluesqueriesandeventreports[C]PPProcofVLDB2001.SanFrancisco:MorganKaufmann,2001:541-550

[11]GibbonsPB,MatiasY,PoosalaV.Fastincremental

maintenanceofapproximatehistograms[J]ACMTransonDatabaseSystems,2002,27(3):261-298

[12]

BabcockB,DatarM,MotwaniR.Samplingfromamovingwindowoverstreamingdata[C]PPProcofthe13thAnnualACM-SIAMSymponDiscreteAlgorithms.SanFrancisco,California:SocietyforIndustrialandAppliedMathematics,2002:633-634

[13]

MankuGS,MotwaniR.Approximatefrequencycountsoverstreamingdata[C]PPProcofthe28th

VLDBConf.

Trondheim,Norway:VLDBEndowment,2002:346-357

[14]

CormodeG,MuthukrishnanS,RozenbaumI.Summarizingandmininginversedistributionsondatastreamsviadynamicinversesampling[C]PPProcofthe31stIntConfonVLDB.Trondheim,Norway:VLDBEndowment,2005:25-36

[15]

ProvostF,

JensenD,

OatesT.

Efficient

progressive

performanceofboostedclassifiers[C]PPProcoftheIEEEComputerSocietyConfonCVPR.LosAlamitos,CA:IEEESsampling[C]PPProcofthe15thACMSIGKDD.NewYork:,

精彩图片

热门精选

大家正在看