Publications

Articles de revues internationales

2020 Amélie Levray, Salem Benferhat, Karim Tabia, Possibilistic Networks: Computational Analysis of MAP and MPE Inference in International Journal on Artificial Intelligence Tools,vol. 29, n° 03n04, pp. 2060005, 2020.

2018 Salem Benferhat, Vladik Kreinovich, Amélie Levray, Karim Tabia, Qualitative conditioning in an interval-based possibilistic setting in Fuzzy Sets and Systems (FSS),vol. 343, pp. 35-49, 2018.

Articles de conférences internationales

2019 Salem Benferhat, Amélie Levray, Karim Tabia, A complexity analysis of MPE inference in possibilistic networks in IEEE International Conference on Fuzzy Systems (FUZZ-IEEE),IEEE, pp. 1-6, 2019.

2018 Salem Benferhat, Amélie Levray, Karim Tabia, Possibilistic Networks: MAP Query and Computational Analysis in IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI'18),IEEE, pp. 916-923, 2018.

2017 Maroua Haddad, Philippe Leray, Amélie Levray, Karim Tabia, Learning the parameters of possibilistic networks from data: Empirical comparison in Thirtieth International Florida Artificial Intelligence Research Society Conference (FLAIRS 30),2017.

2017 Salem Benferhat, Amélie Levray, Karim Tabia, Approximation de l’inférence MAP via les transformations probabilistes-possibilistes in 11e Journées d'Intelligence Artificielle Fondamentale,2017.

2017 Salem Benferhat, Amélie Levray, Karim Tabia, Approximating MAP inference in credal networks using probability-possibility transformations in 29th International Conference on Tools with Artificial Intelligence (ICTAI'17),2017.

2016 Maroua Haddad, Philippe Leray, Amélie Levray, Karim Tabia, Possibilistic networks parameter learning: Preliminary empirical comparison in 8èmes journées francophones de réseaux bayésiens (JFRB 2016),2016.

2016 Salem Benferhat, Vladik Kreinovich, Amélie Levray, Karim Tabia, Set-Valued Conditioning in a Possibility Theory Setting in 22nd European Conference on Artificial Intelligence (ECAI'16),IOS Press, pp. 604-612, 2016.

2015 Salem Benferhat, Amélie Levray, Karim Tabia, Probability-Possibility Transformations: Application to Credal Networks in 9th International Conference on Scalable Uncertainty Management (SUM'15),Springer, pp. 203-219, 2015.

2015 Salem Benferhat, Vladik Kreinovich, Amélie Levray, Karim Tabia, Compatible-Based Conditioning in Interval-Based Possibilistic Logic in 24th International Joint Conference on Artificial Intelligence (IJCAI'15),AAAI Press, pp. 2777-2783, 2015.

2015 Salem Benferhat, Amélie Levray, Karim Tabia, On the Analysis of Probability-Possibility Transformations: Changing Operations and Graphical Models in 13th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'15),Springer, pp. 279-289, 2015.