Romuald Boné

According to our database, Romuald Boné authored at least 38 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Dual-model approach for one-shot lithium-ion battery state of health sequence prediction.

Slimane Arbaoui, Ahmed Samet, Ali Ayadi, Tedjani Mesbahi, Romuald Boné

Array, 2024

SOCXAI: Leveraging CNN and SHAP Analysis for Battery SOC Estimation and Anomaly Detection.

Amel Hidouri, Slimane Arbaoui, Ahmed Samet, Ali Ayadi, Tedjani Mesbahi, Romuald Boné, François de Bertrand de Beuvron

Proceedings of the Computational Science - ICCS 2024, 2024

2023

SocHAP: A New Data Driven Explainable Prediction of Battery State of Charge.

Théo Heitzmann, Ahmed Samet, Tedjani Mesbahi, Cyrine Soufi, Inès Jorge, Romuald Boné

Proceedings of the Computational Science - ICCS 2023, 2023

2021

Auto-encoder LSTM for Li-ion SOH prediction: a comparative study on various benchmark datasets.

Paul Audin, Inès Jorge, Tedjani Mesbahi, Ahmed Samet, François de Bertrand de Beuvron, Romuald Boné

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020

New ANN results on a major benchmark for the prediction of RUL of Lithium Ion batteries in electric vehicles.

Inès Jorge, Ahmed Samet, Tedjani Mesbahi, Romuald Boné

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2013

An Active Contour Model with Improved Shape Priors using Fourier Descriptors.

Fareed Ahmed, Huu Dien Khue Le, Julien Olivier, Romuald Boné

Proceedings of the VISAPP 2013, 2013

Hierarchical Clustering for Local Time Series Forecasting.

Aymen Cherif, Hubert Cardot, Romuald Boné

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Graph-Based Regularization of Binary Classifiers for Texture Segmentation.

Cyrille Faucheux, Julien Olivier, Romuald Boné

Proceedings of the Computer Analysis of Images and Patterns, 2013

2012

Texture-based graph regularization process for 2D and 3D ultrasound image segmentation.

Cyrille Faucheux, Julien Olivier, Romuald Boné, Pascal Makris

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011

SOM time series clustering and prediction with recurrent neural networks.

Aymen Cherif, Hubert Cardot, Romuald Boné

Neurocomputing, 2011

Corrigendum to "Narrow band region-based active contours and surfaces for 2D and 3D segmentation" [Computer Vision and Image Understanding 113 (2009) 946-965].

Julien Mille, Romuald Boné, Pascal Makris, Hubert Cardot

Comput. Vis. Image Underst., 2011

2009

Recurrent Neural Networks as Local Models for Time Series Prediction.

Aymen Cherif, Hubert Cardot, Romuald Boné

Proceedings of the Neural Information Processing, 16th International Conference, 2009

2008

A new boosting algorithm for improved time-series forecasting with recurrent neural networks.

Mohammad Assaad, Romuald Boné, Hubert Cardot

Inf. Fusion, 2008

Active Contours Driven by Supervised Binary Classifiers for Texture Segmentation.

Julien Olivier, Romuald Boné, Jean-Jacques Rousselle, Hubert Cardot

Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

A supervised texture-based active contour model with linear programming.

Julien Olivier, Cedric Mocquillon, Jean-Jacques Rousselle, Romuald Boné, Hubert Cardot

Proceedings of the International Conference on Image Processing, 2008

Region-Based 2D Deformable Generalized Cylinder for Narrow Structures Segmentation.

Julien Mille, Romuald Boné, Laurent D. Cohen

Proceedings of the Computer Vision, 2008

2007

2D and 3D Deformable Models with Narrowband Region Energy.

Julien Mille, Romuald Boné, Pascal Makris, Hubert Cardot

Proceedings of the International Conference on Image Processing, 2007

Automatically Computed Markers for the 3D Watershed Segmentation.

Sébastien Delest, Romuald Boné, Hubert Cardot

Proceedings of the International Conference on Image Processing, 2007

Segmentation and Tracking of the Left Ventricle in 3D MRI Sequences Using an Active Surface Model.

Julien Mille, Romuald Boné, Pascal Makris, Hubert Cardot

Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2006

Predicting Chaotic Time Series by Boosted Recurrent Neural Networks.

Mohammad Assaad, Romuald Boné, Hubert Cardot

Proceedings of the Neural Information Processing, 13th International Conference, 2006

Greedy Algorithm and Physics-Based Method for Active Contours and Surfaces: A Comparative Study.

Julien Mille, Romuald Boné, Pascal Makris, Hubert Cardot

Proceedings of the International Conference on Image Processing, 2006

Active surfaces acceleration methods.

Julien Olivier, Julien Mille, Romuald Boné, Jean-Jacques Rousselle

Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006

Fast estimation of skeleton points on 3D deformable meshes.

Julien Mille, Romuald Boné, Pascal Makris, Hubert Cardot

Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006

3D watershed transformation based on connected faces structure.

Sébastien Delest, Romuald Boné, Hubert Cardot

Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006

Exploring Boundary Concavities in Active Contours and Surfaces.

Julien Mille, Romuald Boné, Pascal Makris, Hubert Cardot

Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005

Time Delay Learning by Gradient Descent in Recurrent Neural Networks.

Romuald Boné, Hubert Cardot

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Study of the Behavior of a New Boosting Algorithm for Recurrent Neural Networks.

Mohammad Assaad, Romuald Boné, Hubert Cardot

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

2003

Boosting Recurrent Neural Networks for Time Series Prediction.

Romuald Boné, Mohammad Assaad, Michel Crucianu

Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003

2002

Learning long-term dependencies by the selective addition of time-delayed connections to recurrent neural networks.

Romuald Boné, Michel Crucianu, Jean Pierre Asselin de Beauville

Neurocomputing, 2002

2001

Un outil pour la comparaison et la validation d'algorithmes d'apprentissage à partir de données.

Michel Crucianu, Gilles Verley, Jean Pierre Asselin de Beauville, Romuald Boné

Monde des Util. Anal. Données, 2001

Bayesian learning for recurrent neural networks.

Michel Crucianu, Romuald Boné, Jean Pierre Asselin de Beauville

Neurocomputing, 2001

2000

A Bounded Exploration Approach to Constructive Algorithms for Recurrent Neural Networks.

Romuald Boné, Michel Crucianu, Gilles Verley, Jean Pierre Asselin de Beauville

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

An algorithm for the addition of time-delayed connections to recurrent neural networks.

Romuald Boné, Michel Crucianu, Jean Pierre Asselin de Beauville

Proceedings of the 8th European Symposium on Artificial Neural Networks, 2000

1999

Bayesian learning for time series prediction with exogenous variables.

Michel Crucianu, Romuald Boné, Jean Pierre Asselin de Beauville

Proceedings of the International Joint Conference Neural Networks, 1999

1998

Model Comparison for Monthly Forecasts of the CAC 40.

Michel Crucianu, Romuald Boné, Jean Pierre Asselin de Beauville

Proceedings of the Fifth International Conference on Neural Information Processing, 1998

A Web Oriented Recurrent Neural Network Simulator.

Romuald Boné, Michel Crucianu, Pascal Makris, Jean Pierre Asselin de Beauville

Proceedings of the Fifth International Conference on Neural Information Processing, 1998

NAR time-series prediction: a Bayesian framework and an experiment.

Michel Crucianu, Crucianu Uhry, Jean Pierre Asselin de Beauville, Romuald Boné

Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998

1996

Time Series Forecasting by Finite-State Automata.

Romuald Boné, Christophe Daguin, Antoine Georgevail, Denis Maurel

Proceedings of the Automata Implementation, 1996