The UCR Time Series Archive

v1v2 (latest)

The UCR Time Series Archive

17 October 2018

Chin-Chia Michael Yeh

Shaghayegh Gharghabi

C. Ratanamahatana

Eamonn Keogh

ArXiv (abs)PDF HTML

Papers citing "The UCR Time Series Archive"

12 / 312 papers shown

Title
Scalable Dictionary Classifiers for Time Series Classification Matthew Middlehurst William D. Vickers A. Bagnall 65 62 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 102 186 0 25 Jun 2019
BreizhCrops: A Time Series Dataset for Crop Type Mapping M. Rußwurm Charlotte Pelletier Maximilian Zollner Sébastien Lefèvre Marco Korner AI4TS 106 76 0 28 May 2019
Making the Dynamic Time Warping Distance Warping-Invariant Brijnesh J. Jain 64 12 0 04 Mar 2019
Insights into LSTM Fully Convolutional Networks for Time Series Classification Fazle Karim Somshubra Majumdar H. Darabi AI4TS 81 169 0 27 Feb 2019
catch22: CAnonical Time-series CHaracteristics C. Lubba Sarab S. Sethi Philip Knaute S. Schultz Ben D. Fulcher N. Jones AI4TS 93 273 0 29 Jan 2019
Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series Charlotte Pelletier Geoffrey I. Webb F. Petitjean 115 447 0 26 Nov 2018
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 193 434 0 31 Oct 2018
Is rotation forest the best classifier for problems with continuous features? A. Bagnall Michael Flynn J. Large Jason Lines A. Bostrom G. Cawley 64 39 0 18 Sep 2018
Deep learning for time series classification: a review Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller AI4TS AI4CE 376 2,729 0 12 Sep 2018
Integer Echo State Networks: Efficient Reservoir Computing for Digital Hardware Denis Kleyko E. P. Frady Mansour Kheffache Evgeny Osipov 110 37 0 01 Jun 2017
Proximal Methods for Sparse Optimal Scoring and Discriminant Analysis S. Atkins Gudmundur Einarsson Brendan P. W. Ames Line H. Clemmensen 48 3 0 19 May 2017