O-TDE extends the dictionary-based TDE classifier to ordinal time series labels and reports better performance than four nominal dictionary methods across 18 TSOC datasets.
In: Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18
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A Dictionary-based approach to Time Series Ordinal Classification
O-TDE extends the dictionary-based TDE classifier to ordinal time series labels and reports better performance than four nominal dictionary methods across 18 TSOC datasets.