Romuald Boné

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 4

Top Topics

Anomaly Detection

High Prediction Accuracy

Electric Vehicles

Top Venues

Publications

Amel Hidouri, Slimane Arbaoui, Ahmed Samet, Ali Ayadi, Tedjani Mesbahi, Romuald Boné, François de Bertrand de Beuvron
SOCXAI: Leveraging CNN and SHAP Analysis for Battery SOC Estimation and Anomaly Detection. ICCS (7) (2024)
Théo Heitzmann, Ahmed Samet, Tedjani Mesbahi, Cyrine Soufi, Inès Jorge, Romuald Boné
SocHAP: A New Data Driven Explainable Prediction of Battery State of Charge. ICCS (5) (2023)
Paul Audin, Inès Jorge, Tedjani Mesbahi, Ahmed Samet, François de Bertrand de Beuvron, Romuald Boné
Auto-encoder LSTM for Li-ion SOH prediction: a comparative study on various benchmark datasets. ICMLA (2021)
Inès Jorge, Ahmed Samet, Tedjani Mesbahi, Romuald Boné
New ANN results on a major benchmark for the prediction of RUL of Lithium Ion batteries in electric vehicles. ICMLA (2020)
Aymen Cherif, Hubert Cardot, Romuald Boné
Hierarchical Clustering for Local Time Series Forecasting. ICONIP (2) (2013)
Cyrille Faucheux, Julien Olivier, Romuald Boné
Graph-Based Regularization of Binary Classifiers for Texture Segmentation. CAIP (1) (2013)
Fareed Ahmed, Huu Dien Khue Le, Julien Olivier, Romuald Boné
An Active Contour Model with Improved Shape Priors using Fourier Descriptors. VISAPP (1) (2013)
Cyrille Faucheux, Julien Olivier, Romuald Boné, Pascal Makris
Texture-based graph regularization process for 2D and 3D ultrasound image segmentation. ICIP (2012)
Julien Mille, Romuald Boné, Pascal Makris, Hubert Cardot
Corrigendum to "Narrow band region-based active contours and surfaces for 2D and 3D segmentation" [Computer Vision and Image Understanding 113 (2009) 946-965]. Comput. Vis. Image Underst. 115 (2) (2011)
Aymen Cherif, Hubert Cardot, Romuald Boné
SOM time series clustering and prediction with recurrent neural networks. Neurocomputing 74 (11) (2011)
Aymen Cherif, Hubert Cardot, Romuald Boné
Recurrent Neural Networks as Local Models for Time Series Prediction. ICONIP (2) (2009)
Julien Olivier, Romuald Boné, Jean-Jacques Rousselle, Hubert Cardot
Active Contours Driven by Supervised Binary Classifiers for Texture Segmentation. ISVC (1) (2008)
Mohammad Assaad, Romuald Boné, Hubert Cardot
A new boosting algorithm for improved time-series forecasting with recurrent neural networks. Inf. Fusion 9 (1) (2008)
Julien Mille, Romuald Boné, Laurent D. Cohen
Region-Based 2D Deformable Generalized Cylinder for Narrow Structures Segmentation. ECCV (2) (2008)
Julien Olivier, Cedric Mocquillon, Jean-Jacques Rousselle, Romuald Boné, Hubert Cardot
A supervised texture-based active contour model with linear programming. ICIP (2008)
Julien Mille, Romuald Boné, Pascal Makris, Hubert Cardot
Segmentation and Tracking of the Left Ventricle in 3D MRI Sequences Using an Active Surface Model. CBMS (2007)
Julien Mille, Romuald Boné, Pascal Makris, Hubert Cardot
2D and 3D Deformable Models with Narrowband Region Energy. ICIP (2) (2007)
Sébastien Delest, Romuald Boné, Hubert Cardot
Automatically Computed Markers for the 3D Watershed Segmentation. ICIP (6) (2007)
Julien Mille, Romuald Boné, Pascal Makris, Hubert Cardot
Exploring Boundary Concavities in Active Contours and Surfaces. 3DPVT (2006)
Sébastien Delest, Romuald Boné, Hubert Cardot
3D watershed transformation based on connected faces structure. CompIMAGE (2006)
Mohammad Assaad, Romuald Boné, Hubert Cardot
Predicting Chaotic Time Series by Boosted Recurrent Neural Networks. ICONIP (2) (2006)
Julien Olivier, Julien Mille, Romuald Boné, Jean-Jacques Rousselle
Active surfaces acceleration methods. CompIMAGE (2006)
Julien Mille, Romuald Boné, Pascal Makris, Hubert Cardot
Greedy Algorithm and Physics-Based Method for Active Contours and Surfaces: A Comparative Study. ICIP (2006)
Julien Mille, Romuald Boné, Pascal Makris, Hubert Cardot
Fast estimation of skeleton points on 3D deformable meshes. CompIMAGE (2006)
Romuald Boné, Hubert Cardot
Time Delay Learning by Gradient Descent in Recurrent Neural Networks. ICANN (2) (2005)
Mohammad Assaad, Romuald Boné, Hubert Cardot
Study of the Behavior of a New Boosting Algorithm for Recurrent Neural Networks. ICANN (2) (2005)
Romuald Boné, Mohammad Assaad, Michel Crucianu
Boosting Recurrent Neural Networks for Time Series Prediction. ICANNGA (2003)
Romuald Boné, Michel Crucianu, Jean Pierre Asselin de Beauville
Learning long-term dependencies by the selective addition of time-delayed connections to recurrent neural networks. Neurocomputing 48 (1-4) (2002)
Michel Crucianu, Gilles Verley, Jean Pierre Asselin de Beauville, Romuald Boné
Un outil pour la comparaison et la validation d'algorithmes d'apprentissage à partir de données. Monde des Util. Anal. Données 26 (2001)
Michel Crucianu, Romuald Boné, Jean Pierre Asselin de Beauville
Bayesian learning for recurrent neural networks. Neurocomputing 36 (1-4) (2001)
Romuald Boné, Michel Crucianu, Jean Pierre Asselin de Beauville
An algorithm for the addition of time-delayed connections to recurrent neural networks. ESANN (2000)
Romuald Boné, Michel Crucianu, Gilles Verley, Jean Pierre Asselin de Beauville
A Bounded Exploration Approach to Constructive Algorithms for Recurrent Neural Networks. IJCNN (3) (2000)
Michel Crucianu, Romuald Boné, Jean Pierre Asselin de Beauville
Bayesian learning for time series prediction with exogenous variables. IJCNN (1999)
Michel Crucianu, Romuald Boné, Jean Pierre Asselin de Beauville
Model Comparison for Monthly Forecasts of the CAC 40. ICONIP (1998)
Michel Crucianu, Crucianu Uhry, Jean Pierre Asselin de Beauville, Romuald Boné
NAR time-series prediction: a Bayesian framework and an experiment. ESANN (1998)
Romuald Boné, Michel Crucianu, Pascal Makris, Jean Pierre Asselin de Beauville
A Web Oriented Recurrent Neural Network Simulator. ICONIP (1998)
Romuald Boné, Christophe Daguin, Antoine Georgevail, Denis Maurel
Time Series Forecasting by Finite-State Automata. Workshop on Implementing Automata (1996)