The Great Time Series Classification Bake Off: An Experimental
Evaluation of Recently Proposed Algorithms. Extended Version

The Great Time Series Classification Bake Off: An Experimental Evaluation of Recently Proposed Algorithms. Extended Version

4 February 2016

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Papers citing "The Great Time Series Classification Bake Off: An Experimental Evaluation of Recently Proposed Algorithms. Extended Version"

18 / 18 papers shown

Title
Swarm Characteristics Classification Using Neural Networks Donald W. Peltier Isaac Kaminer Abram H. Clark Marko Orescanin 79 1 0 20 Feb 2025
Forest Proximities for Time Series Ben Shaw Jake S. Rhodes Soukaina Filali Boubrahimi Kevin R. Moon AI4TS 110 0 0 04 Oct 2024
TCGAN: Convolutional Generative Adversarial Network for Time Series Classification and Clustering F. Huang Yangdong Deng GAN AI4TS 62 1 0 09 Sep 2023
Appliance Detection Using Very Low-Frequency Smart Meter Time Series Adrien Petralia Philippe Charpentier Paul Boniol Themis Palpanas AI4TS 63 14 0 10 May 2023
ClaSP -- Parameter-free Time Series Segmentation Arik Ermshaus Patrick Schäfer Ulf Leser AI4TS 109 37 0 28 Jul 2022
Automated Mobility Context Detection with Inertial Signals Antonio Bevilacqua L. Alcock Brian Caulfield Eran Gazit C. Hansen N. Ireson Georgiana Ifrim 61 1 0 16 May 2022
Similarity Learning based Few Shot Learning for ECG Time Series Classification Priyanka Gupta Sathvik Bhaskarpandit Manik Gupta 53 14 0 31 Jan 2022
Causal Inference for Time series Analysis: Problems, Methods and Evaluation Raha Moraffah Paras Sheth Mansooreh Karami Anchit Bhattacharya Qianru Wang Anique Tahir A. Raglin Huan Liu CML AI4TS 113 110 0 11 Feb 2021
Local Model Feature Transformations C. Brown 12 2 0 13 Apr 2020
Dynamic Time Warp Convolutional Networks Yaniv Shulman AI4TS 26 0 0 05 Nov 2019
TEASER: Early and Accurate Time Series Classification Patrick Schäfer Ulf Leser AI4TS 68 62 0 09 Aug 2019
Extracting vehicle sensor signals from CAN logs for driver re-identification Szilvia Lestyán G. Ács G. Biczók Z. Szalay 38 23 0 24 Feb 2019
T-CGAN: Conditional Generative Adversarial Network for Data Augmentation in Noisy Time Series with Irregular Sampling Giorgia Ramponi P. Protopapas Marco Brambilla Ryan Janssen AI4TS TTA 80 100 0 20 Nov 2018
Deep learning for time series classification: a review Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller AI4TS AI4CE 376 2,720 0 12 Sep 2018
Multivariate Time Series Classification with WEASEL+MUSE Patrick Schäfer Ulf Leser AI4TS 63 144 0 30 Nov 2017
Wisture: RNN-based Learning of Wireless Signals for Gesture Recognition in Unmodified Smartphones Mohamed Abudulaziz Ali Haseeb Ramviyas Parasuraman 22 23 0 26 Jul 2017
Fast and Accurate Time Series Classification with WEASEL Patrick Schäfer Ulf Leser 113 244 0 26 Jan 2017
shapeDTW: shape Dynamic Time Warping Jiaping Zhao Laurent Itti 67 209 0 06 Jun 2016