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07/24/2023
On the information-theoretic formulation of network participation
The participation coefficient is a widely used metric of the diversity o...
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03/31/2023
Never a Dull Moment: Distributional Properties as a Baseline for Time-Series Classification
The variety of complex algorithmic approaches for tackling time-series c...
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08/12/2022
Feature-Based Time-Series Analysis in R using the theft Package
Time series are measured and analyzed across the sciences. One method of...
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01/28/2022
Unifying Pairwise Interactions in Complex Dynamics
Scientists have developed hundreds of techniques to measure the interact...
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10/21/2021
An Empirical Evaluation of Time-Series Feature Sets
Solving time-series problems with features has been rising in popularity...
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03/09/2020
Exact Inference of Linear Dependence Between Multiple Autocorrelated Time Series
The ability to quantify complex relationships within multivariate time s...
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05/03/2019
CompEngine: a self-organizing, living library of time-series data
Modern biomedical applications often involve time-series data, from high...
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01/29/2019
catch22: CAnonical Time-series CHaracteristics
Capturing the dynamical properties of time series concisely as interpret...
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01/15/2014
Highly comparative feature-based time-series classification
A highly comparative, feature-based approach to time series classificati...
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04/03/2013