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Time and Ordering: Sequential Pattern, Trend and Evolution Analysis
- Sequence, trend and evolution analysis
- Trend, time-series, and deviation analysis: e.g., regression and value prediction
- Sequential pattern mining
- e.g., first buy digital camera, then buy large SD memory cards
- Periodicity analysis
- Motifs and biological sequence analysis
- Approximate and consecutive motifs
- Similarity-based analysis
- Mining data streams
- Ordered, time-varying, potentially infinite, data streams
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