Using metarules to organize and group discovered association rules. - Abdelaziz Berrado; George C. Runger (Data Min. Knowl. Discov., 2007)

Supervised multivariate discretization in mixed data with Random Forests. - Abdelaziz Berrado; George C. Runger (AICCSA, 2009)

Towards a new framework for clustering in a mixed data space: Case of gasoline service stations segmentation in Morocco. - Mounir Lahlou Kassi; Abdelaziz Berrado; Loubna Benabbou; K. Benabdelkader (AICCSA, 2015)

Towards an interpretable Rules Ensemble algorithm for classification in a categorical data space. - Mohamed Azmi; Abdelaziz Berrado (SITA, 2015)

Selection of Key Performance Indicators for Supply Chain monitoring using MCDA. - Zoubida Chorfi; Abdelaziz Berrado; Loubna Benabbou (SITA, 2015)

Multi-criteria distribution network selection. - A. Elmokrini; Loubna Benabbou; Abdelaziz Berrado (SITA, 2015)

A new methodology for literature review analysis using association rules mining. - Samia Laghrabli; Loubna Benabbou; Abdelaziz Berrado (SITA, 2015)

Survey on supply chain ICT requirments. - Sara El Ouadaa; Slimane Bah; Abdelaziz Berrado (SITA, 2015)

Class-association rules pruning using regularization. - Mohamed Azmi; Abdelaziz Berrado (AICCSA, 2016)

A two stage DEA approach for evaluating the performance of public pharmaceutical products supply chains. - Zoubida Chorfi; Loubna Benabbou; Abdelaziz Berrado (GOL, 2016)

A framework for identification and classification of outsourcing related organizational risks in a pharmaceutical supply chain. - Aida Elamrani; Loubna Benabbou; Abdelaziz Berrado (GOL, 2016)

A framework for designing a transportation strategy: The case of a pharmaceuticals supply chain. - Afaf Haial; Abdelaziz Berrado; Loubna Benabbou (GOL, 2016)

Multi-criteria decision aid model for transportation supplier selection: Case of a pharmaceutical supply chain. - Samia Laghrabli; Loubna Benabbou; Abdelaziz Berrado (GOL, 2016)

A decision aid process for strategic insourcing/outsourcing in a supply chain. - Asmae El Mokrini; Loubna Benabbou; Abdelaziz Berrado (GOL, 2016)

A Kanban based system for multi-echelon inventory management: The case of pharmaceutical supply chain. - Malak Mouaky; Abdelaziz Berrado; Loubna Benabbou (GOL, 2016)

Toward consumption characterization in a pharmaceutical products supply chain. - Mohamed Amine Serbout; Abdelaziz Berrado; Loubna Benabbou (GOL, 2016)

An experimental approach for dimensioning healthcare supply chains. - Zoubida Chorfi; Loubna Benabbou; Abdelaziz Berrado (SITA, 2016)

A model for classification of outsourcing related organizational risks in a pharmaceutical supply chain. - Aida Elamrani; Loubna Benabbou; Abdelaziz Berrado (SITA, 2016)

A classification based framework for credit risk assessment in the Moroccan financial market. - Khadija Alaoui Hamidi; Abdelaziz Berrado; Loubna Benabbou; Anas Tarmouti (SITA, 2016)

Machine learning techniques for short term stock movements classification for Moroccan stock exchange. - Badre Labiad; Abdelaziz Berrado; Loubna Benabbou (SITA, 2016)

Strategic decision processes classification framework using UTADIS. - Samia Laghrabli; Loubna Benabbou; Abdelaziz Berrado (SITA, 2016)

A MCDA approach to select a Kanban system for multi-echelon inventory management in a pharmaceutical supply chain. - Malak Mouaky; Abdelaziz Berrado; Loubna Benabbou (SITA, 2016)

Finding disjoint clusters in a categorical data space. - Mohamed Azmi; Abdelaziz Berrado (SITA, 2018)

An Analytic Hierarchy Process based approach for Information technology governance framework selection. - Hakim Bouayad; Loubna Benabbou; Abdelaziz Berrado (SITA, 2018)

Categorizing projects for portfolio selection using clustering techniques. - Ghizlane Elbok; Abdelaziz Berrado (SITA, 2018)

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

Segmentation of Innovation determinants: Case of the Global Innovation Index. - Siham Hamidi; Abdelaziz Berrado (SITA, 2018)

Short Term Prediction Framework for Moroccan Stock Market Using Artificial Neural Networks. - Badre Labiad; Abdelaziz Berrado; Loubna Benabbou (SITA, 2018)

A Novel Approach to Manage the Moroccan Public Drugs Supply Chain Using the Viable System Model. - Nora Mouhib; Slimane Bah; Abdelaziz Berrado (SITA, 2018)

Design of Intelligent Warehouse Based on RFID and WSNs Technologies. - Sara El Ouadaa; Slimane Bah; Abdelaziz Berrado (SITA, 2018)

Clustering of Pharmaceutical products using Random Forest algorithm. - Sophia Youssar; Mohamed Bahtaoui; Youness Jarmouni; Abdelaziz Berrado (SITA, 2018)

Interpretable regularized class association rules algorithm for classification in a categorical data space. - Mohamed Azmi; George C. Runger; Abdelaziz Berrado (Inf. Sci., 2019)

A fuzzy TOPSIS based approach for alignment of information technology strategy in supply chains. - Hakim Bouayad; Loubna Benabbou; Abdelaziz Berrado (GOL, 2020)

Composite indicators for assessing health care supply chains. - Zoubida Chorfi; Abdelaziz Berrado; Loubna Benabbou (GOL, 2020)

Managing Stakeholder Participation in Transport Decision Making: Perspective of Public Pharmaceuticals Supply Chain in Morocco. - Afaf Haial; Abdelaziz Berrado; Loubna Benabbou (GOL, 2020)

Is Machine Learning Revolutionizing Supply Chain? - Mohamed-Iliasse Mahraz; Loubna Benabbou; Abdelaziz Berrado (GOL, 2020)

A Systematic Literature Review of Machine Learning Applications for Port's Operations. - Sara El Mekkaoui; Loubna Benabbou; Abdelaziz Berrado (GOL, 2020)

An AHP Based Approach for Multi-echelon Inventory System Selection: Case of Distribution Systems. - Nouçaiba Sbai; Loubna Benabbou; Abdelaziz Berrado (GOL, 2020)

RCAR Framework: Building a Regularized Class Association Rules Model in a Categorical Data Space. - Mohamed Azmi; Abdelaziz Berrado (SITA, 2020)

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

Predicting Ships Estimated Time of Arrival based on AIS Data. - Sara El Mekkaoui; Loubna Benabbou; Abdelaziz Berrado (SITA, 2020)

State of the art of Fairness, Interpretability and Explainability in Machine Learning: Case of PRIM. - Rym Nassih; Abdelaziz Berrado (SITA, 2020)

Comparison of MCDM Methods for Multi-echelon Inventory System Selection Problem. - Nouçaiba Sbai; Loubna Benabbou; Abdelaziz Berrado (SITA, 2020)

A Compilation and Analysis of Critical Success Factors for the ERP Implementation. - Mohamed-Iliasse Mahraz; Loubna Benabbou; Abdelaziz Berrado (Int. J. Enterp. Inf. Syst., 2020)

CARs-RP: Lasso-based class association rules pruning. - Mohamed Azmi; Abdelaziz Berrado (Int. J. Bus. Intell. Data Min., 2021)

Aligning Information Technology and Supply Chain: An Approach to Map SCOR to COBIT. - Hakim Bouayad; Loubna Benabbou; Abdelaziz Berrado (Int. J. Inf. Syst. Model. Des., 2021)

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)

An Optimization Approach for Optimizing PRIM's Randomly Generated Rules Using the Genetic Algorithm. - Rym Nassih; Abdelaziz Berrado (OLA, 2023)

Multi-criteria Decision Analysis to Support Clinical Decision Making in Oncology: A Literature Review. - Hanane Amroune; Abdelaziz Berrado (SITA, 2023)

Deep Learning Model for Multi-Step Ahead Prediction of Solar Irradiance: Case of Study of Morocco. - Saad Benbrahim; Loubna Benabbou; Hanane Dagdougui; Ismail Belhaj; Abdelali Djdiaa; Hicham Bouzekri; Abdelaziz Berrado (SITA, 2023)

Deep Learning Approaches for Vessel Estimated Time of Arrival Prediction: A Case Study on the Saint Lawrence River. - Ismail Bourzak; Sara El Mekkaoui; Abdelaziz Berrado; Stéphane Caron; Loubna Benabbou (SITA, 2023)

Towards an Effective Electrical Market Design: Identifying and Defining Key Criteria for Decision-Making. - Souhaila Chiguer; Loubna Benabbou; Hanane Dagdougui; Ismail Belhaj; Abdelali Djdiaa; Hicham Bouzekri; Abdelaziz Berrado (SITA, 2023)

A MCDA Approach for Prioritizing Road Safety Indicators. - Ibtissam El Khalai; Zoubida Chorfi; Abdelaziz Berrado (SITA, 2023)

Towards a general cancer prognosis platform: Application to lung cancer. - Wafaa Tizi; Abdelaziz Berrado (SITA, 2023)

Rule-Extraction Methods From Feedforward Neural Networks: A Systematic Literature Review. - Sara El Mekkaoui; Loubna Benabbou; Abdelaziz Berrado (CoRR, 2023)

Assessing the Generalizability of Cancer Prognosis Models: Breast and Colon Cancer Case Studies. - Wafaa Tizi; Abdelaziz Berrado (TAI4H, 2024)

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)