| Réseaux bayésiens P Naïm, PH Wuillemin, P Leray, O Pourret, A Becker Editions Eyrolles, 2011 | 424* | 2011 |
| Learning the structure of factored markov decision processes in reinforcement learning problems T Degris, O Sigaud, PH Wuillemin Proceedings of the 23rd international conference on Machine learning, 257-264, 2006 | 176 | 2006 |
| Insulin resistance and inflammation predict kinetic body weight changes in response to dietary weight loss and maintenance in overweight and obese subjects by using a Bayesian … LC Kong, PH Wuillemin, JP Bastard, N Sokolovska, S Gougis, S Fellahi, ... The American journal of clinical nutrition 98 (6), 1385-1394, 2013 | 110 | 2013 |
| aGrUM/pyAgrum: a toolbox to build models and algorithms for Probabilistic Graphical Models in Python G Ducamp, C Gonzales, PH Wuillemin International Conference on Probabilistic Graphical Models, 2020 | 102 | 2020 |
| Top-down construction and repetitive structures representation in Bayesian networks O Bangsø, PH Wuillemin 13th Florida Artificial Intelligence Research Society Conference, 282-286, 2000 | 101 | 2000 |
| Object Oriented Bayesian Networks: A framework for top-down specification of large Bayesian networks with repetitive structures O Bangsø, PH Wuillemin Aalborg Universitetsforlag, 2000 | 81 | 2000 |
| Towards a global modelling of the Camembert-type cheese ripening process by coupling heterogeneous knowledge with dynamic Bayesian networks C Baudrit, M Sicard, PH Wuillemin, N Perrot Journal of Food Engineering 98 (3), 283-293, 2010 | 53 | 2010 |
| aGrUM: A graphical universal model framework C Gonzales, L Torti, PH Wuillemin International Conference on Industrial, Engineering and Other Applications …, 2017 | 46 | 2017 |
| Discovering Prerequisite Structure of Skills through Probabilistic Association Rules Mining Y Chen, PH Wuillemin, L jean-Marc 8th International Conference on Educational Data Mining, 2015 | 43 | 2015 |
| Reinforcing the object-oriented aspect of probabilistic relational models L Torti, PH Wuillemin, C Gonzales PGM 2010-The Fifth European Workshop on Probabilistic Graphical Models, 273-280, 2010 | 43 | 2010 |
| Structured probabilistic inference PH Wuillemin, L Torti International Journal of Approximate Reasoning 53 (7), 946-968, 2012 | 42 | 2012 |
| Bayesian network structure learning using cooperative coevolution O Barriàre, E Lutton, PH Wuillemin Proceedings of the 11th Annual conference on Genetic and evolutionary …, 2009 | 31 | 2009 |
| Expert knowledge integration to model complex food processes. Application on the camembert cheese ripening process M Sicard, C Baudrit, MN Leclerc-Perlat, PH Wuillemin, N Perrot Expert Systems with Applications 38 (9), 11804-11812, 2011 | 28 | 2011 |
| Focused crawling through reinforcement learning M Han, PH Wuillemin, P Senellart International Conference on Web Engineering, 261-278, 2018 | 26 | 2018 |
| Using ROBDDs for inference in Bayesian networks with troubleshooting as an example TD Nielsen, PH Wuillemin, FV Jensen, U Kjærulff arXiv preprint arXiv:1301.3880, 2013 | 26 | 2013 |
| Automation and intelligent scheduling of distributed system functional testing: Model-based functional testing in practice LM Hillah, AP Maesano, F De Rosa, F Kordon, PH Wuillemin, R Fontanelli, ... International journal on software tools for technology transfer 19 (3), 281-308, 2017 | 25 | 2017 |
| Towards Interactive Causal Relation Discovery Driven by an Ontology. M Munch, J Dibie, PH Wuillemin, CE Manfredotti FLAIRS, 504-508, 2019 | 22 | 2019 |
| Learning probabilistic relational models using an ontology of transformation processes M Munch, PH Wuillemin, C Manfredotti, J Dibie, S Dervaux OTM Confederated International Conferences" On the Move to Meaningful …, 2017 | 20 | 2017 |
| Chi-square tests driven method for learning the structure of factored mdps T Degris, O Sigaud, PH Wuillemin arXiv preprint arXiv:1206.6842, 2012 | 20 | 2012 |
| Bayesian network structure learning from limited datasets through graph evolution AP Tonda, E Lutton, R Reuillon, G Squillero, PH Wuillemin European Conference on Genetic Programming, 254-265, 2012 | 19 | 2012 |
Christophe GonzalesLIS - Aix marseille UniversitéVerified email at lis-lab.fr
