Multiresolution Motif Discovery in Time Series

VII – Future work
• Motif evaluation and significance measures:
• Motifs are typically evaluated in a subjective way by
humans
• Objective evaluation measures that rank motifs in terms of
significance are necessary
• Motifs as building blocks:
• As motifs can be used to describe the time series, they can
be used as “building blocks” for other data mining tasks:
• Classification
• Abnormality detection
• Forecasting
Nuno Castro and Paulo Azevedo
04/30/2010