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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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