3D Object Retrieval Using a Global-Partial Analogy and the Bayesian Approach. - Lahcen Moumoun; Mohamed Chahhou; Mohamed El Far; Abdelkrim Haqiq; Taoufiq Gadi (SITIS, 2011)

Transformation of Models in an MDA Approach for Collaborative Distributed Processes. - Youssef Balouki; Abdessamed Balouki; Mohamed El Far; Abdelouahed Kriouile (PRO-VE, 2013)

Segmentation of 3D Meshes Usingp-Spectral Clustering. - Mohamed Chahhou; Lahcen Moumoun; Mohamed El Far; Taoufiq Gadi (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

A novel approach for mining frequent itemsets: AprioriMin. - Houda Essalmi; Mohamed El Far; Mohammed El Mohajir; Mohamed Chahhou (CIST, 2016)

Heart Disease Prediction and Classification Using Machine Learning Algorithms. - Khalidou Abdoulaye Barry; Youness Manzali; Outmane Labaybi; Flouchi Rachid; Mohamed Elfar (CiSt, 2023)

Time Series Forecasting Using Ensemble Model. - Mohamed El Mahjouby; Mohamed Elfar (CiSt, 2023)

An improved KNN algorithm based on ensemble methods and correlation. - Youness Manzali; Khalidou Abdoulaye Barry; Mohamed Elfar (CiSt, 2023)

Random Forest Pruning Techniques: A Recent Review. - Youness Manzali; Mohamed Elfar (Oper. Res. Forum, 2023)

Machine Learning Algorithms for Forecasting and Categorizing Euro-to-Dollar Exchange Rates. - Mohamed El Mahjouby; Mohamed Taj Bennani; Mohamed Lamrini; Badre Bossoufi; Thamer A. H. Alghamdi; Mohamed El Far (IEEE Access, 2024)

Predicting Market Performance Using Machine and Deep Learning Techniques. - Mohamed El Mahjouby; Mohamed Taj Bennani; Mohamed Lamrini; Badre Bossoufi; Thamer A. H. Alghamdi; Mohamed El Far (IEEE Access, 2024)

Prediction of Student Performance Using Random Forest Combined With Naïve Bayes. - Youness Manzali; Yassine Akhiat; Khalidou Abdoulaye Barry; Elyazid Akachar; Mohamed El Far (Comput. J., 2024)

Optimizing the number of branches in a decision forest using association rule metrics. - Youness Manzali; Mohamed Elfar (Knowl. Inf. Syst., 2024)

A feature weighted K-nearest neighbor algorithm based on association rules. - Youness Manzali; Khalidou Abdoulaye Barry; Flouchi Rachid; Youssef Balouki; Mohamed Elfar (J. Ambient Intell. Humaniz. Comput., 2024)

Heart Disease Prediction Using Weighted K-Nearest Neighbor Algorithm. - Khalidou Abdoulaye Barry; Youness Manzali; Mohamed Lamrini; Flouchi Rachid; Mohamed Elfar (Oper. Res. Forum, 2024)

An innovative clustering approach utilizing frequent item sets. - Youness Manzali; Khalidou Abdoulaye Barry; Flouchi Rachid; Youssef Balouki; Mohamed Elfar (Multim. Tools Appl., 2025)