Automatic time-series phenotyping using massive feature extraction

15 December 2016

Papers citing "Automatic time-series phenotyping using massive feature extraction"

16 / 16 papers shown

Title
fETSmcs: Feature-based ETS model component selection Lingzhi Qi Xixi Li Qiang Wang Suling Jia 61 2 0 26 Jun 2022
Automated Mobility Context Detection with Inertial Signals Antonio Bevilacqua L. Alcock Brian Caulfield Eran Gazit C. Hansen N. Ireson Georgiana Ifrim 63 1 0 16 May 2022
Forecast combinations: an over 50-year review Xiaoqian Wang Rob J. Hyndman Feng Li Yanfei Kang AI4TS 89 151 0 09 May 2022
Time series features for supporting hydrometeorological explorations and predictions in ungauged locations using large datasets Georgia Papacharalampous Hristos Tyralis AI4TS 58 10 0 13 Apr 2022
An Empirical Evaluation of Time-Series Feature Sets Trent Henderson Ben D. Fulcher AI4TS 57 18 0 21 Oct 2021
Novel Features for Time Series Analysis: A Complex Networks Approach V. Silva Maria Eduarda Silva Pedro Ribeiro Fernando M. A. Silva AI4TS 33 17 0 11 Oct 2021
Massive feature extraction for explaining and foretelling hydroclimatic time series forecastability at the global scale Georgia Papacharalampous Hristos Tyralis I. Pechlivanidis S. Grimaldi E. Volpi AI4TS 49 12 0 25 Jul 2021
Monash Time Series Forecasting Archive Rakshitha Godahewa Christoph Bergmeir Geoffrey I. Webb Rob J. Hyndman Pablo Montero-Manso AI4TS 85 162 0 14 May 2021
HIVE-COTE 2.0: a new meta ensemble for time series classification Matthew Middlehurst J. Large Michael Flynn Jason Lines A. Bostrom A. Bagnall AI4TS 113 249 0 15 Apr 2021
Global-scale massive feature extraction from monthly hydroclimatic time series: Statistical characterizations, spatial patterns and hydrological similarity Georgia Papacharalampous Hristos Tyralis S. Papalexiou A. Langousis S. Khatami E. Volpi S. Grimaldi 57 32 0 24 Oct 2020
VEST: Automatic Feature Engineering for Forecasting Vítor Cerqueira Nuno Moniz Carlos Soares OOD AI4TS 50 24 0 14 Oct 2020
The Canonical Interval Forest (CIF) Classifier for Time Series Classification Matthew Middlehurst J. Large A. Bagnall AI4TS 64 109 0 20 Aug 2020
Benchmarking Multivariate Time Series Classification Algorithms Alejandro Pasos Ruiz Michael Flynn A. Bagnall AI4TS 107 383 0 26 Jul 2020
Forecasting with sktime: Designing sktime's New Forecasting API and Applying It to Replicate and Extend the M4 Study M. Löning Franz J. Király AI4TS SyDa 58 4 0 16 May 2020
catch22: CAnonical Time-series CHaracteristics C. Lubba Sarab S. Sethi Philip Knaute S. Schultz Ben D. Fulcher N. Jones AI4TS 91 273 0 29 Jan 2019
Feature-based time-series analysis Ben D. Fulcher AI4TS 103 132 0 23 Sep 2017