Highly comparative time-series analysis: the empirical structure of time series and their methods

@inproceedings{Fulcher2013HighlyCT,
  title={Highly comparative time-series analysis: the empirical structure of time series and their methods},
  author={Ben D. Fulcher and Max A. Little and Nick S. Jones},
  booktitle={Journal of the Royal Society, Interface},
  year={2013}
}
The process of collecting and organizing sets of observations represents a common theme throughout the history of science. However, despite the ubiquity of scientists measuring, recording and analysing the dynamics of different processes, an extensive organization of scientific time-series data and analysis methods has never been performed. Addressing this, annotated collections of over 35 000 real-world and model-generated time series, and over 9000 time-series analysis algorithms are analysed… CONTINUE READING
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