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BRAID: Discovering Lag Correlations in Multiple Streams

BRAID: Discovering Lag Correlations in Multiple Streams. Yasushi Sakurai (NTT Cyber Space Labs) Spiros Papadimitriou (Carnegie Mellon Univ.) Christos Faloutsos (Carnegie Mellon Univ.). Motivation. Data-stream applications Network analysis Sensor monitoring Financial data analysis

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BRAID: Stream Mining through Group Lag Correlations

BRAID: Stream Mining through Group Lag Correlations. Yasushi Sakurai Spiros Papadimitriou Christos Faloutsos SIGMOD 2005. Introduction. Lag correlations : For example: Higher amounts of fluoride in water → fewer dental cavities some years later Goal :

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Analyses: Mean Monthly snowdepth and NAO

Lag 3. Figure 8. Three month lag correlations between March snowcover days and June NAO 1949-2000. Data: 1  by 1  interpolated snowfall data (T. Mote, 2004) (Figure 1)

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