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The FreshPRINCE: A Simple Transformation Based Pipeline Time Series
Classifier

The FreshPRINCE: A Simple Transformation Based Pipeline Time Series Classifier

International Conferences on Pattern Recognition and Artificial Intelligence (ICCPRAI), 2022

28 January 2022

Matthew Middlehurst

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Papers citing "The FreshPRINCE: A Simple Transformation Based Pipeline Time Series Classifier"

9 / 9 papers shown

Title
Label-Guided Imputation via Forest-Based Proximities for Improved Time Series Classification Jake S. Rhodes Adam G. Rustad Sofia Pelagalli Maia Evan Thacker Hyunmi Choi Jose Gutierrez Tatjana Rundek Ben Shaw AI4TS 68 1 0 26 Sep 2025
Learning Interpretable Differentiable Logic Networks for Time-Series Classification C. Yue N. Jha AI4CE 36 0 0 24 Aug 2025
A Contrastive Diffusion-based Network (CDNet) for Time Series Classification Yaoyu Zhang Chi-Guhn Lee DiffM 100 0 0 28 Jul 2025
An Efficient Transport-Based Dissimilarity Measure for Time Series Classification under Warping Distortions Akram Aldroubi Rocio Diaz Martin Ivan Medri Kristofor E. Pas Gustavo K. Rohde A. Rubaiyat AI4TS 200 0 0 08 May 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 155 46 0 20 Jun 2024
Automatic Feature Engineering for Time Series Classification: Evaluation and DiscussionIEEE International Joint Conference on Neural Network (IJCNN), 2023 Aurélien Renault A. Bondu V. Lemaire D. Gay AI4TS 141 4 0 02 Aug 2023
QUANT: A Minimalist Interval Method for Time Series ClassificationData mining and knowledge discovery (DMKD), 2023 Angus Dempster Daniel F. Schmidt Geoffrey I. Webb AI4TS 117 24 0 02 Aug 2023
Unsupervised Feature Based Algorithms for Time Series Extrinsic RegressionData mining and knowledge discovery (DMKD), 2023 David Guijo Rubio Matthew Middlehurst Guilherme G. Arcencio Diego Furtado Silva A. Bagnall AI4TS 197 15 0 02 May 2023
Bake off redux: a review and experimental evaluation of recent time series classification algorithmsData mining and knowledge discovery (DMKD), 2023 Matthew Middlehurst Patrick Schäfer A. Bagnall AI4TS 254 169 0 25 Apr 2023