| 2026 | DEXA | A Unified Multi-branch Framework for Real-Time Multi-rate CNC Anomaly Detection: Classical vs Deep Learning Models. | Slimane Arbaoui, Ali Ayadi, Ahmed Samet, Tedjani Mesbahi, Romuald Bon |
| 2026 | ICAART | Sensitivity and Ontology-Guided Counterfactual Explanation Generation for Battery State of Charge Estimation. | Slimane Arbaoui, Ali Ayadi, Ahmed Samet, Tedjani Mesbahi, Romuald Bon |
| 2026 | ICAART | Analyzing Degradation Mechanisms: An Explainable Multi-Task Learning Approach for Battery Forecasting. | Tho Heitzmann, Amel Hidouri, Ahmed Samet, Tedjani Mesbahi, Romuald Bon |
| 2024 | ICCS | SOCXAI: Leveraging CNN and SHAP Analysis for Battery SOC Estimation and Anomaly Detection. | Amel Hidouri, Slimane Arbaoui, Ahmed Samet, Ali Ayadi, Tedjani Mesbahi, Romuald Bon, Franois de Bertrand de Beuvron |
| 2023 | ICCS | SocHAP: A New Data Driven Explainable Prediction of Battery State of Charge. | Tho Heitzmann, Ahmed Samet, Tedjani Mesbahi, Cyrine Soufi, Ins Jorge, Romuald Bon |
| 2021 | ICMLA | Auto-encoder LSTM for Li-ion SOH prediction: a comparative study on various benchmark datasets. | Paul Audin, Ins Jorge, Tedjani Mesbahi, Ahmed Samet, Franois de Bertrand de Beuvron, Romuald Bon |
| 2020 | ICMLA | New ANN results on a major benchmark for the prediction of RUL of Lithium Ion batteries in electric vehicles. | Ins Jorge, Ahmed Samet, Tedjani Mesbahi, Romuald Bon |
| 2013 | CAIP | Graph-Based Regularization of Binary Classifiers for Texture Segmentation. | Cyrille Faucheux, Julien Olivier, Romuald Bon |
| 2013 | ICONIP | Hierarchical Clustering for Local Time Series Forecasting. | Aymen Cherif, Hubert Cardot, Romuald Bon |
| 2012 | ICIP | Texture-based graph regularization process for 2D and 3D ultrasound image segmentation. | Cyrille Faucheux, Julien Olivier, Romuald Bon, Pascal Makris |
| 2009 | ICONIP | Recurrent Neural Networks as Local Models for Time Series Prediction. | Aymen Cherif, Hubert Cardot, Romuald Bon |
| 2008 | ECCV | Region-Based 2D Deformable Generalized Cylinder for Narrow Structures Segmentation. | Julien Mille, Romuald Bon, Laurent D. Cohen |
| 2008 | ICIP | A supervised texture-based active contour model with linear programming. | Julien Olivier, Cedric Mocquillon, Jean-Jacques Rousselle, Romuald Bon, Hubert Cardot |
| 2008 | ISVC | Active Contours Driven by Supervised Binary Classifiers for Texture Segmentation. | Julien Olivier, Romuald Bon, Jean-Jacques Rousselle, Hubert Cardot |
| 2007 | CBMS | Segmentation and Tracking of the Left Ventricle in 3D MRI Sequences Using an Active Surface Model. | Julien Mille, Romuald Bon, Pascal Makris, Hubert Cardot |
| 2007 | ICIP | Automatically Computed Markers for the 3D Watershed Segmentation. | Sbastien Delest, Romuald Bon, Hubert Cardot |
| 2007 | ICIP | 2D and 3D Deformable Models with Narrowband Region Energy. | Julien Mille, Romuald Bon, Pascal Makris, Hubert Cardot |
| 2006 | ICIP | Greedy Algorithm and Physics-Based Method for Active Contours and Surfaces: A Comparative Study. | Julien Mille, Romuald Bon, Pascal Makris, Hubert Cardot |
| 2006 | ICONIP | Predicting Chaotic Time Series by Boosted Recurrent Neural Networks. | Mohammad Assaad, Romuald Bon, Hubert Cardot |
| 2005 | ICANN | Study of the Behavior of a New Boosting Algorithm for Recurrent Neural Networks. | Mohammad Assaad, Romuald Bon, Hubert Cardot |
| 2005 | ICANN | Time Delay Learning by Gradient Descent in Recurrent Neural Networks. | Romuald Bon, Hubert Cardot |
| 2000 | ESANN | An algorithm for the addition of time-delayed connections to recurrent neural networks. | Romuald Bon, Michel Crucianu, Jean Pierre Asselin de Beauville |
| 2000 | IJCNN | A Bounded Exploration Approach to Constructive Algorithms for Recurrent Neural Networks. | Romuald Bon, Michel Crucianu, Gilles Verley, Jean Pierre Asselin de Beauville |
| 1999 | IJCNN | Bayesian learning for time series prediction with exogenous variables. | Michel Crucianu, Romuald Bon, Jean Pierre Asselin de Beauville |
| 1998 | ESANN | NAR time-series prediction: a Bayesian framework and an experiment. | Michel Crucianu, Crucianu Uhry, Jean Pierre Asselin de Beauville, Romuald Bon |
| 1998 | ICONIP | A Web Oriented Recurrent Neural Network Simulator. | Romuald Bon, Michel Crucianu, Pascal Makris, Jean Pierre Asselin de Beauville |
| 1998 | ICONIP | Model Comparison for Monthly Forecasts of the CAC 40. | Michel Crucianu, Romuald Bon, Jean Pierre Asselin de Beauville |