Early Classification of Time Series. Cost-based Optimization Criterion and Algorithms. - Youssef Achenchabe; Alexis Bondu; Antoine Cornuéjols; Asma Dachraoui (CoRR, 2020)

Early Classification of Time Series: Cost-based multiclass Algorithms. - Paul-Emile Zafar; Youssef Achenchabe; Alexis Bondu; Antoine Cornuéjols; Vincent Lemaire 001 (DSAA, 2021)

Early Classification of Time Series is Meaningful. - Youssef Achenchabe; Alexis Bondu; Antoine Cornuéjols; Vincent Lemaire 001 (CoRR, 2021)

Early classification of time series. - Youssef Achenchabe; Alexis Bondu; Antoine Cornuéjols; Asma Dachraoui (Mach. Learn., 2021)

When to Classify Events in Open Times Series? - Youssef Achenchabe; Alexis Bondu; Antoine Cornuéjols; Vincent Lemaire 001 (ACML, 2022)

Early and Revocable Time Series Classification. - Youssef Achenchabe; Alexis Bondu; Antoine Cornuéjols; Vincent Lemaire 001 (IJCNN, 2022)

ECOTS: Early Classification in Open Time Series. - Youssef Achenchabe; Alexis Bondu; Antoine Cornuéjols; Vincent Lemaire 001 (CoRR, 2022)

Open challenges for Machine Learning based Early Decision-Making research. - Alexis Bondu; Youssef Achenchabe; Albert Bifet; Fabrice Clérot; Antoine Cornuéjols; João Gama 001; Georges Hébrail; Vincent Lemaire 001; Pierre-Francois Marteau (SIGKDD Explor., 2022)

SANGEA: Scalable and Attributed Network Generation. - Valentin Lemaire; Youssef Achenchabe; Lucas Ody; Houssem Eddine Souid; Gianmarco Aversano; Nicolas Posocco; Sabri Skhiri (ACML, 2023)

Temporal Graph Generative Models: An empirical study. - Houssem Eddine Souid; Lucas Ody; Youssef Achenchabe; Valentin Lemaire; Gianmarco Aversano; Sabri Skhiri (EuroMLSys@EuroSys, 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 001; Asma Dachraoui (CoRR, 2024)