7 citations · 9 across the 3 of their papers we have counts for
4 papers
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…
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…
Feature-Based Time-Series Analysis in R using the theft Package
Trent Henderson, Ben D. Fulcher
Time series are measured and analyzed across the sciences. One method of quantifying the structure of time series is by calculating a set of summary statistics or `features', and t…
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…