| 2025 | DSAA | Automatic Feature Engineering for Time Series Extrinsic Regression: A Comparative Study of Signal Processing Libraries. | Aurlien Renault, Dominique Gay, Noureddine Yassine Nair Benrekia, Vincent Lemaire, Alexis Bondu |
| 2023 | IJCNN | Automatic Feature Engineering for Time Series Classification: Evaluation and Discussion. | Aurlien Renault, Alexis Bondu, Vincent Lemaire, Dominique Gay |
| 2022 | ACML | When to Classify Events in Open Times Series? | Youssef Achenchabe, Alexis Bondu, Antoine Cornujols, Vincent Lemaire |
| 2022 | IJCNN | Early and Revocable Time Series Classification. | Youssef Achenchabe, Alexis Bondu, Antoine Cornujols, Vincent Lemaire |
| 2021 | DSAA | Early Classification of Time Series: Cost-based multiclass Algorithms. | Paul-Emile Zafar, Youssef Achenchabe, Alexis Bondu, Antoine Cornujols, Vincent Lemaire |
| 2021 | IJCNN | Importance Reweighting for Biquality Learning. | Pierre Nodet, Vincent Lemaire, Alexis Bondu, Antoine Cornujols, Adam Ouorou |
| 2021 | IJCNN | From Weakly Supervised Learning to Biquality Learning: an Introduction. | Pierre Nodet, Vincent Lemaire, Alexis Bondu, Antoine Cornujols, Adam Ouorou |
| 2021 | PAKDD | Interpretable Feature Construction for Time Series Extrinsic Regression. | Dominique Gay, Alexis Bondu, Vincent Lemaire, Marc Boull |
| 2020 | DaWaK | Multivariate Time Series Classification: A Relational Way. | Dominique Gay, Alexis Bondu, Vincent Lemaire, Marc Boull, Fabrice Clrot |
| 2019 | ACML | FEARS: a Feature and Representation Selection approach for Time Series Classification. | Alexis Bondu, Dominique Gay, Vincent Lemaire, Marc Boull, Eole Cervenka |
| 2019 | IDEAL | Toward a Framework for Seasonal Time Series Forecasting Using Clustering. | Colin Leverger, Simon Malinowski, Thomas Guyet, Vincent Lemaire, Alexis Bondu, Alexandre Termier |
| 2015 | IJCNN | Realistic and very fast simulation of individual electricity consumptions. | Alexis Bondu, Asma Dachraoui |
| 2014 | ICONIP | Evaluation Protocol of Early Classifiers over Multiple Data Sets. | Asma Dachraoui, Alexis Bondu, Antoine Cornujols |
| 2013 | IJCNN | SAXO: An optimized data-driven symbolic representation of time series. | Alexis Bondu, Marc Boull, Benot Grossin |
| 2011 | IJCNN | A supervised approach for change detection in data streams. | Alexis Bondu, Marc Boull |
| 2010 | IJCNN | Exploration vs. exploitation in active learning : A Bayesian approach. | Alexis Bondu, Vincent Lemaire, Marc Boull |
| 2008 | ICDM | A Non-parametric Semi-supervised Discretization Method. | Alexis Bondu, Marc Boull, Vincent Lemaire, Stphane Loiseau, Batrice Duval |
| 2008 | IJCNN | Adaptive curiosity for emotions detection in speech. | Alexis Bondu, Vincent Lemaire |