Highly comparative time-series analysis using hcts
Advice and common pitfalls
List of included code files
Installing and setting up
Running hctsa computations
Analyzing and visualizing results
Working with a mySQL database
This manual outlines the steps required to
set up and implement highly comparative time-series analysis
, as described in our papers:
B.D. Fulcher and N.S. Jones.
: A computational framework for automated time-series phenotyping using massive feature extraction
, 527 (2017).
B.D. Fulcher, M.A. Little, N.S. Jones.
Highly comparative time-series analysis: the empirical structure of time series and their methods
J. Roy. Soc. Interface
, 20130048 (2013).
An updated list of papers related to
, or using
is maintained on the