Time-Series Data Mining
Trend and deviation analysis
- Find trend (data evolution regularity) and deviations.
- Regression analysis, visualization techniques.
Subsequence analysis: similarity search
- Subsequence matching: normalization + matching
- Template specification: shape and macro specification.
Sequential pattern analysis
- Sequential association rules
Periodicity analysis
- full periods vs. partial periods, cyclic association rules.