Early classification of time series: Cost-based optimization criterion and algorithms Y Achenchabe, A Bondu, A Cornuéjols, A Dachraoui Machine Learning 110 (6), 1481-1504, 2021 | 29 | 2021 |
Open challenges for Machine Learning based Early Decision-Making research A Bondu, Y Achenchabe, A Bifet, F Clérot, A Cornuéjols, J Gama, ... SIGKDD Explorations, 2022 | 14 | 2022 |
Early and Revocable Time Series Classification Y Achenchabe, A Bondu, A Cornuéjols, V Lemaire IEEE WCCI-IJCNN, International Joint Conference on Neural Networks, 2021 | 8 | 2021 |
Early Classification of Time Series: Cost-based multiclass Algorithms PE Zafar, Y Achenchabe, A Bondu, A Cornuéjols, V Lemaire 2021 IEEE 8th International Conference on Data Science and Advanced …, 2021 | 5 | 2021 |
When to Classify Events in Open Times Series? Y Achenchabe, A Bondu, A Cornuéjols, V Lemaire Asian Conference on Machine Learning (ACML), 2022 | 3* | 2022 |
SANGEA: Scalable and Attributed Network Generation V Lemaire, Y Achenchabe, L Ody, HE Souid, G Aversano, N Posocco, ... Asian Conference on Machine Learning, 678-693, 2024 | 2 | 2024 |
ml_edm package: a Python toolkit for Machine Learning based Early Decision Making A Renault, Y Achenchabe, É Bertrand, A Bondu, A Cornuéjols, V Lemaire, ... arXiv preprint arXiv:2408.12925, 2024 | | 2024 |
Temporal Graph Generative Models: An empirical study HE Souid, L Ody, Y Achenchabe, V Lemaire, G Aversano, S Skhiri Proceedings of the 4th Workshop on Machine Learning and Systems, 18-27, 2024 | | 2024 |
From the early classification of time series to machine learning-based early decision-making Y Achenchabe Université Paris-Saclay, 2022 | | 2022 |