Assessing interpretation capacity in Machine Learning: A critical review. - Maissae Haddouchi; Abdelaziz Berrado (SITA, 2018)

An implementation of a multivariate discretization for supervised learning using Forestdisc. - Maissae Haddouchi; Abdelaziz Berrado (SITA, 2020)

Tuning ForestDisc Hyperparameters: A Sensitivity Analysis. - Maissae Haddouchi; Abdelaziz Berrado (OLA, 2022)

A novel approach for discretizing continuous attributes based on tree ensemble and moment matching optimization. - Maissae Haddouchi; Abdelaziz Berrado (Int. J. Data Sci. Anal., 2022)

A survey and taxonomy of methods interpreting random forest models. - Maissae Haddouchi; Abdelaziz Berrado (CoRR, 2024)

Forest-ORE: Mining an optimal rule ensemble to interpret random forest models. - Maissae Haddouchi; Abdelaziz Berrado (Eng. Appl. Artif. Intell., 2025)