2 citations · 2 across the 2 of their papers we have counts for
3 papers
stat.ME2026
Statistical comparisons of time-series feature sets on classification tasks
Trent Henderson, Ben D. Fulcher
In recent years, numerous open-source software libraries have been developed for computing sets of features from univariate time series. The type and number of features vary across…
stat.ME2023★ 2 cited
Never a Dull Moment: Distributional Properties as a Baseline for Time-Series Classification
Trent Henderson, Annie G. Bryant, Ben D. Fulcher
The variety of complex algorithmic approaches for tackling time-series classification problems has grown considerably over the past decades, including the development of sophistica…
cs.LG2021
An Empirical Evaluation of Time-Series Feature Sets
Trent Henderson, Ben D. Fulcher
Solving time-series problems with features has been rising in popularity due to the availability of software for feature extraction. Feature-based time-series analysis can now be p…