Christophe Gonzales

Publication Activity (10 Years)

Years Active: 1998-2022
Publications (10 Years): 22

Top Topics

Sequential Monte Carlo

Graphical Models

Bayesian Networks

Top Venues

FLAIRS Conference

Int. J. Approx. Reason.

Rev. d'Intelligence Artif.

Publications

Christophe Gonzales, Axel Journe, Ahmed Mabrouk
A Hybrid Algorithm for Learning Causal Networks using Uncertain Experts' Knowledge. PGM (2022)
Christophe Gonzales, Axel Journe, Ahmed Mabrouk
Constraint-Based Bayesian Network Structure Learning using Uncertain Experts' Knowledge. FLAIRS Conference (2021)
Gaspard Ducamp, Christophe Gonzales, Pierre-Henri Wuillemin
aGrUM/pyAgrum : a toolbox to build models and algorithms for Probabilistic Graphical Models in Python. PGM (2020)
Christophe Gonzales
Dealing with Continuous Variables in Graphical Models. SUM (2019)
Carlos Maestre, Ghanim Mukhtar, Christophe Gonzales, Stéphane Doncieux
Action Generation Adapted to Low-Level and High-Level Robot-Object Interaction States. Frontiers Neurorobotics 13 (2019)
Matthieu Hourbracq, Pierre-Henri Wuillemin, Christophe Gonzales, Philippe Baumard
Apprentissage et sélection de réseaux bayésiens dynamiques pour les processus online non stationnaires. Rev. d'Intelligence Artif. 32 (1) (2018)
Gaspard Ducamp, Philippe Bonnard, Christian de Sainte Marie, Christophe Gonzales, Pierre-Henri Wuillemin
Improving Probabilistic Rules Compilation using PRM. RuleML+RR (Supplement) (2018)
Cory J. Butz, André E. dos Santos, Jhonatan de S. Oliveira, Christophe Gonzales
An empirical study of testing independencies in Bayesian networks using rp-separation. Int. J. Approx. Reason. 92 (2018)
Cory J. Butz, André E. dos Santos, Jhonatan de S. Oliveira, Christophe Gonzales
On a simple method for testing independencies in Bayesian networks. Comput. Intell. 34 (3) (2018)
Santiago Cortijo, Christophe Gonzales
On conditional truncated densities Bayesian networks. Int. J. Approx. Reason. 92 (2018)
Hamza Agli, Philippe Bonnard, Christophe Gonzales, Pierre-Henri Wuillemin
Inférence incrémentale pour les modèles. Rev. d'Intelligence Artif. 32 (1) (2018)
Matthieu Hourbracq, Pierre-Henri Wuillemin, Christophe Gonzales, Philippe Baumard
Learning and Selection of Dynamic Bayesian Networks for Non-Stationary Processes in Real Time. FLAIRS Conference (2017)
Christophe Gonzales, Lionel Torti, Pierre-Henri Wuillemin
aGrUM: A Graphical Universal Model Framework. IEA/AIE (2) (2017)
Carlos Maestre, Ghanim Mukhtar, Christophe Gonzales, Stéphane Doncieux
Iterative affordance learning with adaptive action generation. ICDL-EPIROB (2017)
Cory J. Butz, André E. dos Santos, Jhonatan de S. Oliveira, Christophe Gonzales
A Simple Method for Testing Independencies in Bayesian Networks. Canadian Conference on AI (2016)
Hamza Agli, Philippe Bonnard, Christophe Gonzales, Pierre-Henri Wuillemin
Business Rules Uncertainty Management with Probabilistic Relational Models. RuleML (2016)
Hamza Agli, Philippe Bonnard, Christophe Gonzales, Pierre-Henri Wuillemin
Incremental Junction Tree Inference. IPMU (1) (2016)
Christophe Gonzales, Rim Romdhane, Séverine Dubuisson
Video Event Detection Based Non-stationary Bayesian Networks. ACIVS (2016)
Séverine Dubuisson, Christophe Gonzales
A survey of datasets for visual tracking. Mach. Vis. Appl. 27 (1) (2016)
Santiago Cortijo, Christophe Gonzales
Bayesian Networks with Conditional Truncated Densities. FLAIRS Conference (2016)
Cory J. Butz, André E. dos Santos, Jhonatan de S. Oliveira, Christophe Gonzales
Testing Independencies in Bayesian Networks with i-Separation. FLAIRS Conference (2016)
Matthieu Hourbracq, Pierre-Henri Wuillemin, Christophe Gonzales, Philippe Baumard
Real Time Learning of Non-stationary Processes with Dynamic Bayesian Networks. IPMU (1) (2016)
Ahmed Mabrouk, Christophe Gonzales, Karine Jabet-Chevalier, Eric Chojnacki
Multivariate Cluster-Based Discretization for Bayesian Network Structure Learning. SUM (2015)
Yasmina Seddik, Christophe Gonzales, Safia Kedad-Sidhoum
Performance guarantees for a scheduling problem with common stepwise job payoffs. Theor. Comput. Sci. 562 (2015)
Carlos Maestre, Antoine Cully, Christophe Gonzales, Stéphane Doncieux
Bootstrapping interactions with objects from raw sensorimotor data: A novelty search based approach. ICDL-EPIROB (2015)
Christophe Gonzales, Séverine Dubuisson
Combinatorial Resampling Particle Filter: An Effective and Efficient Method for Articulated Object Tracking. Int. J. Comput. Vis. 112 (3) (2015)
Christophe Gonzales, Séverine Dubuisson, Cristina E. Manfredotti
A New Algorithm for Learning Non-Stationary Dynamic Bayesian Networks With Application to Event Detection. FLAIRS Conference (2015)
Ahmed Mabrouk, Christophe Gonzales, Karine Jabet-Chevalier, Eric Chojnacki
An Efficient Bayesian Network Structure Learning Algorithm in the Presence of Deterministic Relations. ECAI (2014)
Hamza Agli, Philippe Bonnard, Pierre-Henri Wuillemin, Christophe Gonzales
Uncertain Reasoning for Business Rules. Challenge+DC@RuleML (2014)
Yasmina Seddik, Christophe Gonzales, Safia Kedad-Sidhoum
Single machine scheduling with delivery dates and cumulative payoffs. J. Sched. 16 (3) (2013)
Xuan Son Nguyen, Séverine Dubuisson, Christophe Gonzales
Hierarchical Annealed Particle Swarm Optimization for Articulated Object Tracking. CAIP (1) (2013)
Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen
Sub-sample swapping for sequential Monte Carlo approximation of high-dimensional densities in the context of complex object tracking. Int. J. Approx. Reason. 54 (7) (2013)
Lionel Torti, Christophe Gonzales, Pierre-Henri Wuillemin
Speeding-up structured probabilistic inference using pattern mining. Int. J. Approx. Reason. 54 (7) (2013)
Séverine Dubuisson, Christophe Gonzales
Estimation de densités non paramétriques et multimodales par permutation de sous-particules. Application au suivi d'un ou de plusieurs objets synthétiques articulés. Rev. d'Intelligence Artif. 27 (1) (2013)
Séverine Dubuisson, Christophe Gonzales
Min-Space Integral Histogram. ECCV (2) (2012)
Raoul Berger, Séverine Dubuisson, Christophe Gonzales
Fast multiple histogram computation using Kruskal's algorithm. ICIP (2012)
Séverine Dubuisson, Christophe Gonzales
An optimized DBN-based mode-focussing particle filter. CVPR (2012)
Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen
DBN-Based Combinatorial Resampling for Articulated Object Tracking. UAI (2012)
Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen
DBN-Based Combinatorial Resampling for Articulated Object Tracking CoRR (2012)
Christophe Gonzales, Séverine Dubuisson, Xuan Son Nguyen
Simultaneous Partitioned Sampling for Articulated Object Tracking. ACIVS (2011)
Lionel Torti, Christophe Gonzales, Pierre-Henri Wuillemin
Patterns Discovery for Efficient Structured Probabilistic Inference. SUM (2011)
Christophe Gonzales, Patrice Perny, Jean-Philippe Dubus
Decision making with multiple objectives using GAI networks. Artif. Intell. 175 (7-8) (2011)
Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen
Swapping-Based Partitioned Sampling for Better Complex Density Estimation: Application to Articulated Object Tracking. SUM (2011)
Jean-Philippe Dubus, Christophe Gonzales, Patrice Perny
Multiobjective Optimization using GAI Models. IJCAI (2009)
Jean-Philippe Dubus, Christophe Gonzales, Patrice Perny
Fast Recommendations using GAI Models. IJCAI (2009)
Jean-Philippe Dubus, Christophe Gonzales, Patrice Perny
Choquet Optimization Using GAI Networks for Multiagent/Multicriteria Decision-Making. ADT (2009)
Christophe Gonzales, Patrice Perny, Sergio Queiroz
Preference Aggregation with Graphical Utility Models. AAAI (2008)
Christophe Gonzales, Khaled Mellouli, Olfa Mourali
On Directed and Undirected Propagation Algorithms for Bayesian Networks. ECSQARU (2007)
Christophe Gonzales, Patrice Perny, Sergio Queiroz
Réseaux GAI pour la prise de décision. Rev. d'Intelligence Artif. 21 (4) (2007)
Christophe Gonzales, N. Jouve
Learning Bayesian Networks Structure using Markov Networks. Probabilistic Graphical Models (2006)
Christophe Gonzales, Patrice Perny
GAI Networks for Utility Elicitation. KR (2004)
Olfa Ben Naceur-Mourali, Christophe Gonzales
Une unification des algorithmes d'inférence de Pearl et de Jensen. Rev. d'Intelligence Artif. 18 (2) (2004)
Christophe Gonzales, Jean-Yves Jaffray
Imprecise sampling and direct decision making. Ann. Oper. Res. 80 (1998)