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Mining group correlations over data streams

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Mining Group Correlations over Data Streams 2011/12/02 Publication/ICCSE 2011 Presenter/Yuan-Chung Chang
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Introduction ,[object Object],[object Object],[object Object],[object Object],[object Object]
Related Work ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Fundermental Theory (1/7) ,[object Object],[object Object],[object Object]
Fundermental Theory (2/7) ,[object Object],[object Object],[object Object],[object Object]
Fundermental Theory (3/7) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Fundermental Theory (4/7) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Fundermental Theory (5/7) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Fundermental Theory (6/7) ,[object Object],[object Object],[object Object],[object Object]
Fundermental Theory (7/7) ,[object Object],[object Object]
MGDS algorithms
Algorithm 1: Generate base statistic
Algorithm 2 : Analysis algorithm
Experiment (1/6) ,[object Object],[object Object],[object Object],[object Object]
Experiment (2/6) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Experiment (3/6) ,[object Object],[object Object],[object Object],[object Object]
Experiment (4/6)
Experiment (5/6) ,[object Object],[object Object],[object Object]
Experiment (6/6)
Conclusions ,[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object]

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Mining group correlations over data streams