| 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 |
| 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 |
| 2017 | DaWaK | MiSeRe-Hadoop: A Large-Scale Robust Sequential Classification Rules Mining Framework. | Elias Egho, Dominique Gay, Romain Trinquart, Marc Boull, Nicolas Voisine, Fabrice Clrot |
| 2015 | DSAA | TESS: Temporal event sequence summarization. | Dominique Gay, Romain Guigours, Marc Boull, Fabrice Clrot |
| 2015 | ICDM | A Parameter-Free Approach for Mining Robust Sequential Classification Rules. | Elias Egho, Dominique Gay, Marc Boull, Nicolas Voisine, Fabrice Clrot |
| 2011 | IDEAS | A clustering-based visualization of colocation patterns. | Elise Desmier, Frdric Flouvat, Dominique Gay, Nazha Selmaoui-Folcher |
| 2010 | SAC | Constrained colocation mining: application to soil erosion characterization. | Frdric Flouvat, Nazha Selmaoui-Folcher, Dominique Gay, Isabelle Rouet, Chlo Grison |
| 2009 | PAKDD | Application-Independent Feature Construction from Noisy Samples. | Dominique Gay, Nazha Selmaoui, Jean-Franois Boulicaut |
| 2008 | DaWaK | A Parameter-Free Associative Classification Method. | Loc Cerf, Dominique Gay, Nazha Selmaoui, Jean-Franois Boulicaut |
| 2008 | PAKDD | Feature Construction Based on Closedness Properties Is Not That Simple. | Dominique Gay, Nazha Selmaoui, Jean-Franois Boulicaut |
| 2006 | DIS | Feature Construction and | Nazha Selmaoui, Claire Leschi, Dominique Gay, Jean-Franois Boulicaut |