Antoine Guillaume

202120222023202420252 3 10 30 15

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David Guijo-RubioAssistant Professor, University of CórdobaVerified email at uco.es
Matthew MiddlehurstResearch Fellow, University of SouthamptonVerified email at soton.ac.uk
Tony BagnallProfessor of Computer Science, University of SouthamptonVerified email at uea.ac.uk
Ali Ismail-FawazPhD Student in Computer Science, Université de Haute AlsaceVerified email at uha.fr
Patrick SchäferDepartment of Computer Science, Humboldt-University BerlinVerified email at hu-berlin.de
Christopher J. HolderLecturer, Newcastle UniversityVerified email at nyu.edu

Antoine Guillaume

Research Fellow at Novahe

Verified email at novahe.fr - Homepage


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Random dilated shapelet transform: A new approach for time series shapelets A Guillaume, C Vrain, W Elloumi International Conference on Pattern Recognition and Artificial Intelligence …, 2022	36	2022
aeon: a Python toolkit for learning from time series M Middlehurst, A Ismail-Fawaz, A Guillaume, C Holder, D Guijo-Rubio, ... Journal of Machine Learning Research 25 (289), 1-10, 2024	12	2024
Time series classification for predictive maintenance on event logs A Guillaume, C Vrain, E Wael arXiv preprint arXiv:2011.10996, 2020	8	2020
A hands-on introduction to time series classification and regression A Bagnall, M Middlehurst, G Forestier, A Ismail-Fawaz, A Guillaume, ... Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024	3	2024
Vers un outil d'évaluation comparative pour la maintenance prédictive: comment comparer différentes approches? A Guillaume, C Vrain, W Elloumi EGC 2023-Atelier GATS, 2023	1	2023
Time series classification with Shapelets: Application to predictive maintenance on event logs A Guillaume Université d'Orléans, 2023		2023

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