| 2024 | ECAI | A Full DAG Score-Based Algorithm for Learning Causal Bayesian Networks with Latent Confounders. | Christophe Gonzales, Amir-Hosein Valizadeh |
| 2021 | FlAIRS | Constraint-Based Bayesian Network Structure Learning using Uncertain Experts' Knowledge. | Christophe Gonzales, Axel Journe, Ahmed Mabrouk |
| 2017 | FlAIRS | Learning and Selection of Dynamic Bayesian Networks for Non-Stationary Processes in Real Time. | Matthieu Hourbracq, Pierre-Henri Wuillemin, Christophe Gonzales, Philippe Baumard |
| 2016 | ACIVS | Video Event Detection Based Non-stationary Bayesian Networks. | Christophe Gonzales, Rim Romdhane, Sverine Dubuisson |
| 2016 | AI | A Simple Method for Testing Independencies in Bayesian Networks. | Cory J. Butz, Andr E. dos Santos, Jhonatan de S. Oliveira, Christophe Gonzales |
| 2016 | FlAIRS | Testing Independencies in Bayesian Networks with i-Separation. | Cory J. Butz, Andr E. dos Santos, Jhonatan de S. Oliveira, Christophe Gonzales |
| 2016 | FlAIRS | Bayesian Networks with Conditional Truncated Densities. | Santiago Cortijo, Christophe Gonzales |
| 2016 | IPMU | Incremental Junction Tree Inference. | Hamza Agli, Philippe Bonnard, Christophe Gonzales, Pierre-Henri Wuillemin |
| 2016 | IPMU | Real Time Learning of Non-stationary Processes with Dynamic Bayesian Networks. | Matthieu Hourbracq, Pierre-Henri Wuillemin, Christophe Gonzales, Philippe Baumard |
| 2015 | FlAIRS | A New Algorithm for Learning Non-Stationary Dynamic Bayesian Networks With Application to Event Detection. | Christophe Gonzales, Sverine Dubuisson, Cristina E. Manfredotti |
| 2014 | ECAI | An Efficient Bayesian Network Structure Learning Algorithm in the Presence of Deterministic Relations. | Ahmed Mabrouk, Christophe Gonzales, Karine Jabet-Chevalier, Eric Chojnacki |
| 2013 | CAIP | Hierarchical Annealed Particle Swarm Optimization for Articulated Object Tracking. | Xuan Son Nguyen, Sverine Dubuisson, Christophe Gonzales |
| 2012 | CVPR | An optimized DBN-based mode-focussing particle filter. | Sverine Dubuisson, Christophe Gonzales |
| 2012 | ECCV | Min-Space Integral Histogram. | Sverine Dubuisson, Christophe Gonzales |
| 2012 | ICIP | Fast multiple histogram computation using Kruskal's algorithm. | Raoul Berger, Sverine Dubuisson, Christophe Gonzales |
| 2012 | UAI | DBN-Based Combinatorial Resampling for Articulated Object Tracking. | Sverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen |
| 2011 | ACIVS | Simultaneous Partitioned Sampling for Articulated Object Tracking. | Christophe Gonzales, Sverine Dubuisson, Xuan Son Nguyen |
| 2009 | IJCAI | Fast Recommendations using GAI Models. | Jean-Philippe Dubus, Christophe Gonzales, Patrice Perny |
| 2009 | IJCAI | Multiobjective Optimization using GAI Models. | Jean-Philippe Dubus, Christophe Gonzales, Patrice Perny |
| 2008 | AAAI | Preference Aggregation with Graphical Utility Models. | Christophe Gonzales, Patrice Perny, Sergio Queiroz |
| 2007 | ECSQARU | On Directed and Undirected Propagation Algorithms for Bayesian Networks. | Christophe Gonzales, Khaled Mellouli, Olfa Mourali |
| 2004 | KR | GAI Networks for Utility Elicitation. | Christophe Gonzales, Patrice Perny |