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ShapeFormer: Shapelet Transformer for Multivariate Time Series
Classification

ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification

23 May 2024

Papers citing "ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification"

10 / 10 papers shown

Title
SHIP: A Shapelet-based Approach for Interpretable Patient-Ventilator Asynchrony Detection Xuan-May Le Ling Luo Uwe Aickelin Minh-Tuan Tran David Berlowitz Mark Howard 71 0 0 09 Mar 2025
NAYER: Noisy Layer Data Generation for Efficient and Effective Data-free Knowledge Distillation Minh-Tuan Tran Trung Le Xuan-May Le Mehrtash Harandi Quan Hung Tran Dinh Q. Phung 60 12 0 30 Sep 2023
Gated Transformer Networks for Multivariate Time Series Classification Minghao Liu Shengqi Ren Siyuan Ma Jiahui Jiao Yizhou Chen Zhiguang Wang Wei Song AI4TS 52 137 0 26 Mar 2021
MultiRocket: Multiple pooling operators and transformations for fast and effective time series classification Chang Wei Tan Angus Dempster Christoph Bergmeir Geoffrey I. Webb AI4TS 60 140 0 31 Jan 2021
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification Angus Dempster Daniel F. Schmidt Geoffrey I. Webb AI4TS 82 365 0 16 Dec 2020
Benchmarking Multivariate Time Series Classification Algorithms Alejandro Pasos Ruiz Michael Flynn A. Bagnall AI4TS 70 376 0 26 Jul 2020
Semi-supervised Collaborative Filtering by Text-enhanced Domain Adaptation Wenhui Yu Xiao Lin Junfeng Ge Wenwu Ou Zheng Qin 46 41 0 28 Jun 2020
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 167 427 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 313 2,698 0 12 Sep 2018
Multivariate Time Series Classification with WEASEL+MUSE Patrick Schäfer Ulf Leser AI4TS 53 141 0 30 Nov 2017

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