Maissae Haddouchi

According to our database, Maissae Haddouchi authored at least 6 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

Forest-ORE: Mining an optimal rule ensemble to interpret random forest models.

Maissae Haddouchi, Abdelaziz Berrado

Eng. Appl. Artif. Intell., 2025

2024

A survey and taxonomy of methods interpreting random forest models.

Maissae Haddouchi, Abdelaziz Berrado

CoRR, 2024

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

Tuning ForestDisc Hyperparameters: A Sensitivity Analysis.

Maissae Haddouchi, Abdelaziz Berrado

Proceedings of the Optimization and Learning - 5th International Conference, 2022

2020

An implementation of a multivariate discretization for supervised learning using Forestdisc.

Maissae Haddouchi, Abdelaziz Berrado

Proceedings of the SITA'20: Theories and Applications, 2020

2018

Assessing interpretation capacity in Machine Learning: A critical review.

Maissae Haddouchi, Abdelaziz Berrado

Proceedings of the 12th International Conference on Intelligent Systems: Theories and Applications, 2018