Streaming Pattern Discovery in Multiple Time-Series (2005)
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by
Spiros Papadimitriou
,
Jimeng Sun
,
Christos Faloutsos
| Venue: | In VLDB |
| Citations: | 104 - 17 self |
BibTeX
@INPROCEEDINGS{Papadimitriou05streamingpattern,
author = {Spiros Papadimitriou and Jimeng Sun and Christos Faloutsos},
title = {Streaming Pattern Discovery in Multiple Time-Series},
booktitle = {In VLDB},
year = {2005},
pages = {697--708}
}
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Abstract
In this paper, we introduce SPIRIT (Streaming Pattern dIscoveRy in multIple Timeseries) . Given n numerical data streams, all of whose values we observe at each time tick t, SPIRIT can incrementally find correlations and hidden variables, which summarise the key trends in the entire stream collection.
