Unsupervised Feature Based Algorithms for Time Series Extrinsic Regression

2 May 2023

Papers citing "Unsupervised Feature Based Algorithms for Time Series Extrinsic Regression"

7 / 7 papers shown

Title
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 44 15 0 20 Jun 2024
Finding Foundation Models for Time Series Classification with a PreText Task Ali Ismail-Fawaz Maxime Devanne Stefano Berretti Jonathan Weber Germain Forestier 34 5 0 24 Nov 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
An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set Ali Ismail-Fawaz Angus Dempster Chang Wei Tan Matthieu Herrmann Lynn Miller ... Stefano Berretti J. Weber Maxime Devanne Germain Forestier Geoffrey I. Webb 21 18 0 19 May 2023
Liquid Structural State-Space Models Ramin Hasani Mathias Lechner Tsun-Hsuan Wang Makram Chahine Alexander Amini Daniela Rus AI4TS 104 95 0 26 Sep 2022
The FreshPRINCE: A Simple Transformation Based Pipeline Time Series Classifier Matthew Middlehurst A. Bagnall AI4TS 21 18 0 28 Jan 2022
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 102 1,072 0 11 Sep 2019