多个拟周期对象关联规则的抗干扰采掘技术
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摘要
多个拟周期对象之间的关联规则在灾害预测中有广泛的应用前景 .作者探讨了这类规则的抗干扰采掘技术 .并以安宁河断裂带的地震前兆数据与地震目录数据为测试数据 ,采掘出地震前兆与地震震级之间的关联规则 ,从中发现了一些对地震预测研究有启发意义的结果 .
Authors propose the pattern of mining association rules from multi objects with semi periodicity. All the algorithms have been tested with seismic data from the AnNing River and the testing results are interesting in seismic research.
Authors propose the pattern of mining association rules from multi objects with semi periodicity. All the algorithms have been tested with seismic data from the AnNing River and the testing results are interesting in seismic research.
引文
[1] 唐常杰 ,张天庆 ,于中华 ,等 .从Web数据中采掘拟周期规律 [J].计算机科学 ,1998,专刊 :170～ 174 .
[2 ] OzdenB ,RamaswamyS ,SilberschatzA .Cyclicassociationrules[R].Proceedingsof 1998InternationalConferenceDataEngineering (ICDE’98) ,1998.
[3] JiaweiHan ,WanGong ,YiwenYin .MiningSegment wisePeriodicPatterninTimeRelatedDatabases ,Proc .of 1998ofInternationalConf[R].OnKnowledgeDiscoveryandDataMining (KDD’98)NewYorkCity ,NY ,1998.
[4 ] RakeshAgrawal,King IpLing ,HarpreetS .SawhneyKyuseokShim ,FastSimilaritySearchinthepresenceofNoise ,Scaling ,andTranslationinTime SeriesDatabases[R].Proceedingsofthe 2 1 stVLDBConferenceZurichSwitzerland ,1995.
[5] UsamaM .Fayyad ,GreroryPiatetsky Shapiro .AdvancedinKnowledgeDiscoverandDataMining[M ].AAAIPressTheMITPress,1996 .
[6 ] JiaweiHan ,GuozuoDong ,YiwenYin .EfficientMiningofPartialPeriodicPatternsinTimeSeriesDatabase[R].Proceedingsofthe 15thInternationalConferenceonDataEngineering[J].IEEEComputerSociety ,Sydney ,Australia ,1999:10 6～ 115.
[7] ClaudioBettini,WangXS ,SushilJajodia .TemporalRelationshipswithMultipleGranularitiesinTimeSe quences[J].DataEngineeringBulletin ,1998,2 1(1) :32～ 38.
[8] 唐常杰 ,杨璐 ,杨富华 .数据采掘的基本方法及其与专家系统的差异 [J].计算机应用 ,1999,19(3) ,:17～2 0 .
[2 ] OzdenB ,RamaswamyS ,SilberschatzA .Cyclicassociationrules[R].Proceedingsof 1998InternationalConferenceDataEngineering (ICDE’98) ,1998.
[3] JiaweiHan ,WanGong ,YiwenYin .MiningSegment wisePeriodicPatterninTimeRelatedDatabases ,Proc .of 1998ofInternationalConf[R].OnKnowledgeDiscoveryandDataMining (KDD’98)NewYorkCity ,NY ,1998.
[4 ] RakeshAgrawal,King IpLing ,HarpreetS .SawhneyKyuseokShim ,FastSimilaritySearchinthepresenceofNoise ,Scaling ,andTranslationinTime SeriesDatabases[R].Proceedingsofthe 2 1 stVLDBConferenceZurichSwitzerland ,1995.
[5] UsamaM .Fayyad ,GreroryPiatetsky Shapiro .AdvancedinKnowledgeDiscoverandDataMining[M ].AAAIPressTheMITPress,1996 .
[6 ] JiaweiHan ,GuozuoDong ,YiwenYin .EfficientMiningofPartialPeriodicPatternsinTimeSeriesDatabase[R].Proceedingsofthe 15thInternationalConferenceonDataEngineering[J].IEEEComputerSociety ,Sydney ,Australia ,1999:10 6～ 115.
[7] ClaudioBettini,WangXS ,SushilJajodia .TemporalRelationshipswithMultipleGranularitiesinTimeSe quences[J].DataEngineeringBulletin ,1998,2 1(1) :32～ 38.
[8] 唐常杰 ,杨璐 ,杨富华 .数据采掘的基本方法及其与专家系统的差异 [J].计算机应用 ,1999,19(3) ,:17～2 0 .
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