Time Series Features

@compTimeSeries

Tweets by @bendfulcher about time-series analysis.

Sydney, New South Wales

github.com/benfulcher/hct…

Joined July 2015

79 Following

765 Followers

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Time Series Features
@compTimeSeries
Sep 29
What kinds of dynamical structures have scientists developed models for? Introducing the 1000×1000 collection: 1000 simulated time series × 1000 samples from 133 dynamical processes, from noise and chaos to hearts, brains and climate. Have a play? 🐛 dynamicsandneuralsystems.github.io/1000x1000/
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Time Series Features
@compTimeSeries
Apr 23
Highly comparative time-series analysis feature-extraction software (-hctsa-) now available in python as pyhctsa! Compute *over 4500* time-series features from time-series data! Code: github.com/DynamicsAndNeu… Docs: dynamicsandneuralsystems.github.io/pyhctsa/
Time Series Features
@compTimeSeries
Nov 26, 2025
New preprint! (by @kieran_s_owens) Of interest to anyone who analyzes time-series data!: "Time-series dimension reduction: a comprehensive review and conceptual unification of algorithms" techrxiv.org/users/999518/a… #timeseries #dimensionreduction #complexsystems
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Time Series Features
@compTimeSeries
May 17, 2024
Curious about scientific papers that have used hctsa for time-series feature extraction? I maintain a log of this here, categorized across Biology, Cellular Neuroscience, Neuroimaging, Medicine, Pathology, Engineering, Geoscience: time-series-features.gitbook.io/hctsa-manual/i…
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Time Series Features
@compTimeSeries
May 17, 2024
"Extensive MEG time-series phenotyping unveils neural markers predictive of age" Using the hctsa time-series feature set, finding age-predictive patterns of autocorrelation within the visual and temporal cortex. doi.org/10.1101/2024.0…