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Ali Ismail-Fawaz
Ali Ismail-Fawaz
PhD Student in Computer Science, Université de Haute Alsace
Adresse e-mail validée de uha.fr - Page d'accueil
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Année
Deep Learning For Time Series Classification Using New Hand-Crafted Convolution Filters
A Ismail-Fawaz, M Devanne, J Weber, G Forestier
IEEE International Conference on Big Data, 2022
272022
An approach to multiple comparison benchmark evaluations that is stable under manipulation of the comparate set
A Ismail-Fawaz, A Dempster, CW Tan, M Herrmann, L Miller, DF Schmidt, ...
arXiv preprint arXiv:2305.11921, 2023
262023
Lite: Light inception with boosting techniques for time series classification
A Ismail-Fawaz, M Devanne, S Berretti, J Weber, G Forestier
2023 IEEE 10th International Conference on Data Science and Advanced …, 2023
182023
ShapeDBA: generating effective time series prototypes using shapeDTW barycenter averaging
A Ismail-Fawaz, H Ismail Fawaz, F Petitjean, M Devanne, J Weber, ...
International Workshop on Advanced Analytics and Learning on Temporal Data …, 2023
102023
Enhancing time series classification with self-supervised learning
A Ismail-Fawaz, M Devanne, J Weber, G Forestier
International Conference on Agents and Artificial Intelligence (ICAART), 40-47, 2023
102023
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
92024
Finding foundation models for time series classification with a pretext task
A Ismail-Fawaz, M Devanne, S Berretti, J Weber, G Forestier
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 123-135, 2024
52024
Look into the lite in deep learning for time series classification
A Ismail-Fawaz, M Devanne, S Berretti, J Weber, G Forestier
International Journal of Data Science and Analytics, 1-21, 2025
22025
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
22024
COCALITE: A Hybrid Model COmbining CAtch22 and LITE for Time Series Classification
O Badi, M Devanne, A Ismail-Fawaz, J Abdullayev, V Lemaire, S Berretti, ...
2024 IEEE International Conference on Big Data (BigData), 1229-1236, 2024
12024
Weighted Average of Human Motion Sequences for Improving Rehabilitation Assessment
A Ismail-Fawaz, M Devanne, S Berretti, J Weber, G Forestier
International Workshop on Advanced Analytics and Learning on Temporal Data …, 2024
12024
Establishing a Unified Evaluation Framework for Human Motion Generation: A Comparative Analysis of Metrics
A Ismail-Fawaz, M Devanne, S Berretti, J Weber, G Forestier
arXiv preprint arXiv:2405.07680, 2024
12024
Apprentissage en Profondeur pour la Classification des Séries Temporelles à l'aide de Nouveaux Filtres de Convolution Créés Manuellement
A Ismail-Fawaz, M Devanne, J Weber, G Forestier
ORASIS 2023, 2023
2023
Weighted Average of Human Motion Sequences for Improving Rehabilitation
A Ismail-Fawaz, M Devanne¹, S Berretti, J Weber¹
Advanced Analytics and Learning on Temporal Data: 9th ECML PKDD Workshop …, 0
LITE: Light Inception avec des Techniques de Boosting pour la Classification de Séries Temporelles
A Ismail-Fawaz, M Devanne, S Berretti, J Weber, G Forestier
Reducing Complexity of Deep Learning for Time Series Classification Using New Hand-Crafted Convolution Filters
A Ismail-Fawaz, M Devanne, S Berretti, J Weber, G Forestier
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