Abdelaziz Berrado

63 papers C 3Journal 11Unranked 48

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Breast Cancer Classification Using an Adapted Bump-Hunting Algorithm. Algorithms Rym Nassih, Abdelaziz Berrado
2025	J	`jnl`	Forest-ORE: Mining an optimal rule ensemble to interpret random forest models. Eng. Appl. Artif. Intell. Maissae Haddouchi, Abdelaziz Berrado
2024	J	`jnl`	A Random PRIM Based Algorithm for Interpretable Classification and Advanced Subgroup Discovery. Algorithms Rym Nassih, Abdelaziz Berrado
2024	J	`jnl`	A survey and taxonomy of methods interpreting random forest models. CoRR Maissae Haddouchi, Abdelaziz Berrado
2024	—	`conf`	Advancing Road Safety Metrics: Exploring Index Construction. OLA Ibtissam El Khalai, Zoubida Chorfi, Abdelaziz Berrado
2024	—	`conf`	Assessing the Generalizability of Cancer Prognosis Models: Breast and Colon Cancer Case Studies. TAI4H Wafaa Tizi, Abdelaziz Berrado
2023	—	`conf`	A MCDA Approach for Prioritizing Road Safety Indicators. SITA Ibtissam El Khalai, Zoubida Chorfi, Abdelaziz Berrado
2023	—	`conf`	An Optimization Approach for Optimizing PRIM's Randomly Generated Rules Using the Genetic Algorithm. OLA Rym Nassih, Abdelaziz Berrado
2023	—	`conf`	Deep Learning Approaches for Vessel Estimated Time of Arrival Prediction: A Case Study on the Saint Lawrence River. SITA Ismail Bourzak, Sara El Mekkaoui, Abdelaziz Berrado, Stéphane Caron, Loubna Benabbou
2023	—	`conf`	Deep Learning Model for Multi-Step Ahead Prediction of Solar Irradiance: Case of Study of Morocco. SITA Saad Benbrahim, Loubna Benabbou, Hanane Dagdougui, Ismail Belhaj, Abdelali Djdiaa, Hicham Bouzekri, Abdelaziz Berrado
2023	—	`conf`	Multi-criteria Decision Analysis to Support Clinical Decision Making in Oncology: A Literature Review. SITA Hanane Amroune, Abdelaziz Berrado
2023	J	`jnl`	Rule-Extraction Methods From Feedforward Neural Networks: A Systematic Literature Review. CoRR Sara El Mekkaoui, Loubna Benabbou, Abdelaziz Berrado
2023	—	`conf`	Towards a general cancer prognosis platform: Application to lung cancer. SITA Wafaa Tizi, Abdelaziz Berrado
2023	—	`conf`	Towards an Effective Electrical Market Design: Identifying and Defining Key Criteria for Decision-Making. SITA Souhaila Chiguer, Loubna Benabbou, Hanane Dagdougui, Ismail Belhaj, Abdelali Djdiaa, Hicham Bouzekri, Abdelaziz Berrado
2022	J	`jnl`	A novel approach for discretizing continuous attributes based on tree ensemble and moment matching optimization. Int. J. Data Sci. Anal. Maissae Haddouchi, Abdelaziz Berrado
2022	—	`conf`	Tuning ForestDisc Hyperparameters: A Sensitivity Analysis. OLA Maissae Haddouchi, Abdelaziz Berrado
2021	J	`jnl`	Aligning Information Technology and Supply Chain: An Approach to Map SCOR to COBIT. Int. J. Inf. Syst. Model. Des. Hakim Bouayad, Loubna Benabbou, Abdelaziz Berrado
2021	J	`jnl`	CARs-RP: Lasso-based class association rules pruning. Int. J. Bus. Intell. Data Min. Mohamed Azmi, Abdelaziz Berrado
2020	J	`jnl`	A Compilation and Analysis of Critical Success Factors for the ERP Implementation. Int. J. Enterp. Inf. Syst. Mohamed-Iliasse Mahraz, Loubna Benabbou, Abdelaziz Berrado
2020	—	`conf`	A Systematic Literature Review of Machine Learning Applications for Port's Operations. GOL Sara El Mekkaoui, Loubna Benabbou, Abdelaziz Berrado
2020	—	`conf`	A fuzzy TOPSIS based approach for alignment of information technology strategy in supply chains. GOL Hakim Bouayad, Loubna Benabbou, Abdelaziz Berrado
2020	—	`conf`	An AHP Based Approach for Multi-echelon Inventory System Selection: Case of Distribution Systems. GOL Nouçaiba Sbai, Loubna Benabbou, Abdelaziz Berrado
2020	—	`conf`	An implementation of a multivariate discretization for supervised learning using Forestdisc. SITA Maissae Haddouchi, Abdelaziz Berrado
2020	—	`conf`	Comparison of MCDM Methods for Multi-echelon Inventory System Selection Problem. SITA Nouçaiba Sbai, Loubna Benabbou, Abdelaziz Berrado
2020	—	`conf`	Composite indicators for assessing health care supply chains. GOL Zoubida Chorfi, Abdelaziz Berrado, Loubna Benabbou
2020	—	`conf`	Is Machine Learning Revolutionizing Supply Chain? GOL Mohamed-Iliasse Mahraz, Loubna Benabbou, Abdelaziz Berrado
2020	—	`conf`	Managing Stakeholder Participation in Transport Decision Making: Perspective of Public Pharmaceuticals Supply Chain in Morocco. GOL Afaf Haial, Abdelaziz Berrado, Loubna Benabbou
2020	—	`conf`	Predicting Ships Estimated Time of Arrival based on AIS Data. SITA Sara El Mekkaoui, Loubna Benabbou, Abdelaziz Berrado
2020	—	`conf`	RCAR Framework: Building a Regularized Class Association Rules Model in a Categorical Data Space. SITA Mohamed Azmi, Abdelaziz Berrado
2020	—	`conf`	State of the art of Fairness, Interpretability and Explainability in Machine Learning: Case of PRIM. SITA Rym Nassih, Abdelaziz Berrado
2019	J	`jnl`	Interpretable regularized class association rules algorithm for classification in a categorical data space. Inf. Sci. Mohamed Azmi, George C. Runger, Abdelaziz Berrado
2018	—	`conf`	A Novel Approach to Manage the Moroccan Public Drugs Supply Chain Using the Viable System Model. SITA Nora Mouhib, Slimane Bah, Abdelaziz Berrado
2018	—	`conf`	An Analytic Hierarchy Process based approach for Information technology governance framework selection. SITA Hakim Bouayad, Loubna Benabbou, Abdelaziz Berrado
2018	—	`conf`	Assessing interpretation capacity in Machine Learning: A critical review. SITA Maissae Haddouchi, Abdelaziz Berrado
2018	—	`conf`	Categorizing projects for portfolio selection using clustering techniques. SITA Ghizlane Elbok, Abdelaziz Berrado
2018	—	`conf`	Clustering of Pharmaceutical products using Random Forest algorithm. SITA Sophia Youssar, Mohamed Bahtaoui, Youness Jarmouni, Abdelaziz Berrado
2018	—	`conf`	Design of Intelligent Warehouse Based on RFID and WSNs Technologies. SITA Sara El Ouadaa, Slimane Bah, Abdelaziz Berrado
2018	—	`conf`	Finding disjoint clusters in a categorical data space. SITA Mohamed Azmi, Abdelaziz Berrado
2018	—	`ed.`	Proceedings of the 12th International Conference on Intelligent Systems: Theories and Applications, SITA 2018, Rabat, Morocco, October 24-25, 2018. SITA Abdelaziz Berrado, Zohra Bakkoury, Bernadette Bouchon-Meunier, Mohammed Ramdani
2018	—	`conf`	Segmentation of Innovation determinants: Case of the Global Innovation Index. SITA Siham Hamidi, Abdelaziz Berrado
2018	—	`conf`	Short Term Prediction Framework for Moroccan Stock Market Using Artificial Neural Networks. SITA Badre Labiad, Abdelaziz Berrado, Loubna Benabbou
2016	—	`conf`	A Kanban based system for multi-echelon inventory management: The case of pharmaceutical supply chain. GOL Malak Mouaky, Abdelaziz Berrado, Loubna Benabbou
2016	—	`conf`	A MCDA approach to select a Kanban system for multi-echelon inventory management in a pharmaceutical supply chain. SITA Malak Mouaky, Abdelaziz Berrado, Loubna Benabbou
2016	—	`conf`	A classification based framework for credit risk assessment in the Moroccan financial market. SITA Khadija Alaoui Hamidi, Abdelaziz Berrado, Loubna Benabbou, Anas Tarmouti
2016	—	`conf`	A decision aid process for strategic insourcing/outsourcing in a supply chain. GOL Asmae El Mokrini, Loubna Benabbou, Abdelaziz Berrado
2016	—	`conf`	A framework for designing a transportation strategy: The case of a pharmaceuticals supply chain. GOL Afaf Haial, Abdelaziz Berrado, Loubna Benabbou
2016	—	`conf`	A framework for identification and classification of outsourcing related organizational risks in a pharmaceutical supply chain. GOL Aida Elamrani, Loubna Benabbou, Abdelaziz Berrado
2016	—	`conf`	A model for classification of outsourcing related organizational risks in a pharmaceutical supply chain. SITA Aida Elamrani, Loubna Benabbou, Abdelaziz Berrado
2016	—	`conf`	A two stage DEA approach for evaluating the performance of public pharmaceutical products supply chains. GOL Zoubida Chorfi, Loubna Benabbou, Abdelaziz Berrado
2016	—	`conf`	An experimental approach for dimensioning healthcare supply chains. SITA Zoubida Chorfi, Loubna Benabbou, Abdelaziz Berrado
2016	C	`conf`	Class-association rules pruning using regularization. AICCSA Mohamed Azmi, Abdelaziz Berrado
2016	—	`conf`	Machine learning techniques for short term stock movements classification for Moroccan stock exchange. SITA Badre Labiad, Abdelaziz Berrado, Loubna Benabbou
2016	—	`conf`	Multi-criteria decision aid model for transportation supplier selection: Case of a pharmaceutical supply chain. GOL Samia Laghrabli, Loubna Benabbou, Abdelaziz Berrado
2016	—	`conf`	Strategic decision processes classification framework using UTADIS. SITA Samia Laghrabli, Loubna Benabbou, Abdelaziz Berrado
2016	—	`conf`	Toward consumption characterization in a pharmaceutical products supply chain. GOL Mohamed Amine Serbout, Abdelaziz Berrado, Loubna Benabbou
2015	—	`conf`	A new methodology for literature review analysis using association rules mining. SITA Samia Laghrabli, Loubna Benabbou, Abdelaziz Berrado
2015	—	`conf`	Multi-criteria distribution network selection. SITA A. Elmokrini, Loubna Benabbou, Abdelaziz Berrado
2015	—	`conf`	Selection of Key Performance Indicators for Supply Chain monitoring using MCDA. SITA Zoubida Chorfi, Abdelaziz Berrado, Loubna Benabbou
2015	—	`conf`	Survey on supply chain ICT requirments. SITA Sara El Ouadaa, Slimane Bah, Abdelaziz Berrado
2015	C	`conf`	Towards a new framework for clustering in a mixed data space: Case of gasoline service stations segmentation in Morocco. AICCSA Mounir Lahlou Kassi, Abdelaziz Berrado, Loubna Benabbou, K. Benabdelkader
2015	—	`conf`	Towards an interpretable Rules Ensemble algorithm for classification in a categorical data space. SITA Mohamed Azmi, Abdelaziz Berrado
2009	C	`conf`	Supervised multivariate discretization in mixed data with Random Forests. AICCSA Abdelaziz Berrado, George C. Runger
2007	J	`jnl`	Using metarules to organize and group discovered association rules. Data Min. Knowl. Discov. Abdelaziz Berrado, George C. Runger