Heuristic discretization method for Bayesian Networks. - Mariana D. C. Lima; Silvia M. Nassar; Pedro Ivo R. B. G. Rodrigues; Paulo José de Freitas Filho; Carlos M. C. Jacinto (J. Comput. Sci., 2014)

Simulation of oil drilling time series using monte carlo and bayesian networks. - Mariana Dehon Costa e Lima; Silvia Modesto Nassar; Paulo José de Freitas Filho (WSC, 2015)

iEnsemble: A Framework for Committee Machine Based on Multiagent Systems with Reinforcement Learning. - Arnoldo Uber Junior; Paulo José de Freitas Filho; Ricardo Azambuja Silveira; Mariana Dehon Costa e Lima; Rodolfo Wilvert Reitz (MICAI (2), 2016)

Método fuzzy para aprendizagem online de parâmetros em redes bayesianas - Mariana Dehon Costa e Lima (2019)