Random Dilated Shapelet Transform: A New Approach for Time Series
Shapelets

Random Dilated Shapelet Transform: A New Approach for Time Series Shapelets

28 September 2021

Antoine Guillaume

Papers citing "Random Dilated Shapelet Transform: A New Approach for Time Series Shapelets"

13 / 13 papers shown

Title
Learning Soft Sparse Shapes for Efficient Time-Series Classification Zhen Liu Yicheng Luo B. Li Emadeldeen Eldele Min-man Wu Qianli Ma AI4TS 29 0 0 11 May 2025
CLaP -- State Detection from Time Series Arik Ermshaus Patrick Schäfer Ulf Leser AI4TS 36 0 0 02 Apr 2025
MONSTER: Monash Scalable Time Series Evaluation Repository Angus Dempster Navid Mohammadi Foumani Chang Wei Tan Lynn Miller Amish Mishra Mahsa Salehi Charlotte Pelletier Daniel F. Schmidt G. Webb AI4TS 26 0 0 24 Feb 2025
aeon: a Python toolkit for learning from time series Matthew Middlehurst Ali Ismail-Fawaz Antoine Guillaume Christopher Holder David Guijo Rubio ... Leonidas Tsaprounis Lukasz Mentel Martin Walter Patrick Schäfer Anthony Bagnall AI4TS 42 15 0 20 Jun 2024
Castor: Competing shapelets for fast and accurate time series classification Isak Samsten Zed Lee AI4TS 22 0 0 19 Mar 2024
Prevalidated ridge regression is a highly-efficient drop-in replacement for logistic regression for high-dimensional data Angus Dempster Geoffrey I. Webb Daniel F. Schmidt 24 0 0 28 Jan 2024
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Yuxuan Liang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 35 117 0 16 Oct 2023
Generative Pre-Training of Time-Series Data for Unsupervised Fault Detection in Semiconductor Manufacturing Sewoong Lee JinKyou Choi Min Su Kim AI4TS 14 0 0 20 Sep 2023
QUANT: A Minimalist Interval Method for Time Series Classification Angus Dempster Daniel F. Schmidt Geoffrey I. Webb AI4TS 17 9 0 02 Aug 2023
Convolutional and Deep Learning based techniques for Time Series Ordinal Classification Rafael Ayllón-Gavilán David Guijo Rubio Pedro Antonio Gutiérrez A. Bagnall César Hervás-Martinez 35 0 0 16 Jun 2023
Bake off redux: a review and experimental evaluation of recent time series classification algorithms Matthew Middlehurst Patrick Schäfer A. Bagnall AI4TS 16 105 0 25 Apr 2023
WEASEL 2.0 -- A Random Dilated Dictionary Transform for Fast, Accurate and Memory Constrained Time Series Classification Patrick Schäfer Ulf Leser 19 19 0 24 Jan 2023
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 87 1,072 0 11 Sep 2019