MrSQM: Fast Time Series Classification with Symbolic Representations

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MrSQM: Fast Time Series Classification with Symbolic Representations

2 September 2021

Thach le Nguyen

Georgiana Ifrim

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Papers citing "MrSQM: Fast Time Series Classification with Symbolic Representations"

13 / 13 papers shown

Title
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 80 245 0 15 Apr 2021
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification Angus Dempster Daniel F. Schmidt Geoffrey I. Webb AI4TS 88 365 0 16 Dec 2020
Interpretable Time Series Classification using Linear Models and Multi-resolution Multi-domain Symbolic Representations Thach le Nguyen S. Gsponer Iulia Ilie Martin O'Reilly Georgiana Ifrim AI4TS 48 108 0 31 May 2020
A tale of two toolkits, report the third: on the usage and performance of HIVE-COTE v1.0 A. Bagnall Michael Flynn J. Large Jason Lines Matthew Middlehurst 57 43 0 13 Apr 2020
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels Angus Dempster Franccois Petitjean Geoffrey I. Webb AI4TS 78 780 0 29 Oct 2019
InceptionTime: Finding AlexNet for Time Series Classification Hassan Ismail Fawaz Benjamin Lucas Germain Forestier Charlotte Pelletier Daniel F. Schmidt J. Weber Geoffrey I. Webb L. Idoumghar Pierre-Alain Muller Franccois Petitjean AI4TS 170 1,110 0 11 Sep 2019
Scalable Dictionary Classifiers for Time Series Classification Matthew Middlehurst William D. Vickers A. Bagnall 43 61 0 26 Jul 2019
TS-CHIEF: A Scalable and Accurate Forest Algorithm for Time Series Classification Ahmed Shifaz Charlotte Pelletier F. Petitjean Geoffrey I. Webb AI4TS 69 184 0 25 Jun 2019
The UEA multivariate time series classification archive, 2018 A. Bagnall Hoang Anh Dau Jason Lines Michael Flynn J. Large A. Bostrom Paul Southam Eamonn Keogh AI4TS 171 430 0 31 Oct 2018
Deep learning for time series classification: a review Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller AI4TS AI4CE 325 2,702 0 12 Sep 2018
Fast and Accurate Time Series Classification with WEASEL Patrick Schäfer Ulf Leser 82 242 0 26 Jan 2017
Should we really use post-hoc tests based on mean-ranks? A. Benavoli Giorgio Corani Francesca Mangili 52 380 0 09 May 2015
Bounded Coordinate-Descent for Biological Sequence Classification in High Dimensional Predictor Space Georgiana Ifrim C. Wiuf BDL 72 51 0 03 Aug 2010