Finding Patterns in Time Series

This is a topic I’d like to research a little more and apply towards my research at Stopbadware.

Meta Topics

  • Dynamic Time Warping: aligning time series and a specific word template so that some distance measure is minimized
  • n-by-m plane or grid
  • Monotonicity
  • Continuity
  • Warping Window
  • Slope Constraint
  • Boundary Conditions

Once we can detect patterns we can then express higher level relationships or “knowledge” as rules.

source: “Finding Patterns in Time Series: A Dynamic Programming Approach”, Berndt & Clifford, Advances in Knowledge Discovery and Data Mining (1996)

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