数据挖掘取样方法研究_胡文瑜(9)
发布时间:2021-06-05
发布时间:2021-06-05
胡文瑜等:数据挖掘取样方法研究
[30]
Parthasarathy
S.
Efficient
progressive
sampling
for
[44]
53
BabcockB,BabuS,DatarM,etal.Modelsandissuesindatastreamsystems[C]PPProcofthe21stACMSIGACT-SIGMOD-SIGARTSymponPrinciplesofDatabaseSystems.NewYork:ACM,2002:1-16
[45]
GaberMM,ZaslavskyA,KrishnaswamyS.Miningdatastreams:Areview[J].ACMSIGMODRecord,2005,34(2):18-26
[46]
MankuGS,RajagopalanS,LindsayBG.Approximatemediansandotherquantilesinonepassandwithlimitedmemory[C]PPProcoftheACMSIGMOD.NewYork:ACM,1998:426-435
[47]
DemaineED,
Lopez-OrtizA,
MunroJI.
Frequency
associationrules[C]PPProcoftheIEEEIntConfonDataMining.LosAlamitos,CA:IEEEComputerSociety,2002:354-361
[31]
ChuangKT,ChenMS,YangWC.Progressivesamplingforassociationrulesbasedonsamplingerrorestimation[C]PPProcofthePacific-AsiaConfonAdvancesinKDD.Berlin:Springer,2005:505-515
[32]
BezdekJC,HathawayRJ.Progressivesamplingschemesforapproximateclusteringinverylargedatasets[C]PPProcofAnnualIEEEIntConfonFuzzySystems.Piscataway,NJ:IEEE,2004:VOLS1-3,15-21
[33]
LynchJF.Analysisandapplicationofadaptivesampling[C]PPProcofthe19thACMSIGMOD-SIGACT-SIGARTSymponPrinciplesofDatabaseSystems.NewYork:ACM,2000:260-267
[34]
DomingoC,GavaldaR,WatanabeO.Adaptivesamplingmethodsforscalingupknowledgediscoveryalgorithms[G]PPLNAI1721:ProcofDSp99.Berlin:Springer,1999:172-183
[35]
ChoiBY,ParkJ,ZhangZL.Adaptiverandomsamplingforloadchangedetection[C]PPProcofACMSigmetricsonMeasurementandModelingofComputerSystems.York:ACM,2002:272-273
[36]
FrahlingG,IndykP,SohlerC.Samplingindynamicdatastreamsandapplications[C]PPProcofthe21stAnnSymponComputationalGeometry.NewYork:ACM,2005:142-149
[37]
LawYW,ChatterjeaS,JinJ,etal,Energy-efficientdataacquisitionbyadaptivesamplingforwirelesssensornetworks[C]PPProcofthe2009IntConfonWirelessCommunicationsandMobileComputing.NewYork:ACM,2009:1146-1151
[38]
ChaudhuriS,DasG,NarasayyAV.Optimizedstratifiedsamplingforapproximatequeryprocessing[J].ACMTransonDatabaseSystems.2007,32(2)
[39]
ChoiBY,ParkJ,ZhangZL.Adaptivepacketsamplingforflowvolumemeasurement,TR-02-040[R].MinneapolisandStPaul:UniversityofMinnesota,2002
[40]
ChenB,
HaasP,
ScheuermannP.
Anewtwo-phase
samplingbasedalgorithmfordiscoveringassociationrules[C]PPProcoftheACMSIGKDDp02.NewYork:ACM,2002:462-468
[41]
BronnimannH,ChenB,DashM,etal,Efficientdatareductionmethodsforon-lineassociationrulediscovery[C]PPTheNSFWorkshoponNGDMp02.Cambridge,MA:MITPress,2002:190-208
[42]
BronnimannH,ChenB,DashM,etal.EfficientdatareductionwithEASE[C]PPProcoftheACMSIGKDDp03.NewYork:ACM,2003:59-68
[43]
HwangW,KimD.Improvedassociationruleminingbymodifiedtrimming[C]PPProcofthe6thIEEEIntConfonCITp06.LosAlamitos,CA:IEEEComputerSociety,2006:[56][55][54][53][52][51][50]
New
[49][48]
estimationofinternetpacketstreamswithlimitedspace[C]PPProcofthe10thAnnualEuropeanSymponAlgorithms.Berlin:Springer,2002:348-360
AggarwalCC.Onbiasedreservoirsamplinginthepresenceofstreamevolution[C]PPProcofthe32ndIntConfonVLDB.Trondheim,Norway:VLDBEndowment,2006:607-618
YangXuemei,DongYisheng,etal.Onlinecorrelationanalysisformultipledimensionsdatastreams[J].JournalofComputerResearchandDevelopment,2006,43(10):1744-1750(inChinese)
(杨雪梅,董逸生,等.高维数据流的在线相关性分析[J].计算机研究与发展,2006,43(10):1744-1750
JermaineC,PolA,ArumugamS.Onlinemaintenanceofverylargerandomsamples[C]PPProcACMSIGMODConf.NewYork:ACM,2004:299-310
DashM,SinghaniaA.Mininginlargenoisydomains[J].JournalofDataandInformationQuality(JDIQ),2009,1(2)BuriolLS,FrahlingG,LeonardiS,etal.Countingtrianglesindatastreams[C]PPProcofthe25thACMSIGMOD-SIGACT-SIGARTSymponPrinciplesofdatabasesystems.NewYork:ACM,2006:253-262
ChakrabartiA,DoBaK,MuthukrishnanS.Estimatingentropyandentropynormondatastreams[J].InternetMathematics,2006,3(1):63-78
ChakrabartiA,CormodeG,McGregorA.Anear-optimalalgorithmforcomputingtheentropyofastream[C]PPProcofthe18thAnnACM-SIAMSymponDiscreteAlgorithms.NewOrleans,Louisiana:SocietyforIndustrialandAppliedMathematics,2007:328-335ChuangKun-T,
ChenHung-L,ChenMing-S.
Feature-
preservedsamplingoverstreamingdata[J].ACMTKDD,2009,2(4):1-45JiaCaiyan,
LuRuqian.
Quantitativemodel
andfast
estimationalgorithmofsamplingerrorforassociationrulemining[J].ChineseJournalofComputers,2006,29(4):(