Aurélien Renault

According to our database, Aurélien Renault authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Early Classification of Time Series in Non-Stationary Cost Regimes.

Aurélien Renault, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire

CoRR, February, 2026

2025

Deep Reinforcement Learning based Triggering Function for Early Classifiers of Time Series.

Aurélien Renault, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire

CoRR, February, 2025

Early Classification of Time Series: A Survey and Benchmark.

Aurélien Renault, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire

Trans. Mach. Learn. Res., 2025

Automatic Feature Engineering for Time Series Extrinsic Regression: A Comparative Study of Signal Processing Libraries.

Aurélien Renault, Dominique Gay, Noureddine Yassine Nair Benrekia, Vincent Lemaire, Alexis Bondu

Proceedings of the 12th IEEE International Conference on Data Science and Advanced Analytics, 2025

2024

ml_edm package: a Python toolkit for Machine Learning based Early Decision Making.

Aurélien Renault, Youssef Achenchabe, Edouard Bertrand, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire, Asma Dachraoui

CoRR, 2024

Early Classification of Time Series: Taxonomy and Benchmark.

Aurélien Renault, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire

CoRR, 2024

2023

Automatic Feature Engineering for Time Series Classification: Evaluation and Discussion.

Aurélien Renault, Alexis Bondu, Vincent Lemaire, Dominique Gay

Proceedings of the International Joint Conference on Neural Networks, 2023