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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