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TSFEL: Time Series Feature Extraction Library

  • Published:2020-01 Issue: Volume:11 Page:100456
  • ISSN:2352-7110
  • Container-title:SoftwareX
  • language:en
  • Short-container-title:SoftwareX

Author:

Barandas Marília,Folgado Duarte,Fernandes Letícia,Santos Sara,Abreu Mariana,Bota Patrícia,Liu Hui,Schultz Tanja,Gamboa Hugo

Funder

COMPETE 2020

European Regional Development Fund

Publisher

Elsevier BV

Subject

Computer Science Applications,Software

Reference24 articles.

1. A few useful things to know about machine learning;Domingos;Commun ACM,2012

2. FATS: Feature analysis for time series;Nun,2015

3. Cesium: Open-source platform for time-series inference;Naul,2016

4. Time series feature extraction on basis of scalable hypothesis tests (tsfresh – a python package);Christ;Neurocomputing,2018

5. Hctsa: A computational framework for automated time-series phenotyping using massive feature extraction;Fulcher;Cell Syst,2017

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