Structure space of Bayesian networks is dramatically reduced by subdividing it in sub-networks

Heni Bouhamed (1) , Afif Masmoudi (2) , Thierry Lecroq (1) , Ahmed-Riadh Rebai

1 TIBS - LITIS - Equipe Traitement de l'information en Biologie Santé
2 laboratoire de probabilités et statistique

Domaines: Recherche d'information [cs.IR]

Heni Bouhamed, Afif Masmoudi, Thierry Lecroq, Ahmed-Riadh Rebai. Structure space of Bayesian networks is dramatically reduced by subdividing it in sub-networks. Journal of Computational and Applied Mathematics, 2015, 287, pp.48 - 62. ⟨10.1016/j.cam.2015.02.055⟩. ⟨hal-01894877⟩