Abdelaziz Berrado

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 49

Top Topics

Association Rules

Key Performance Indicators

Top Venues

Publications

Maissae Haddouchi, Abdelaziz Berrado
A survey and taxonomy of methods interpreting random forest models. CoRR (2024)
Wafaa Tizi, Abdelaziz Berrado
Assessing the Generalizability of Cancer Prognosis Models: Breast and Colon Cancer Case Studies. TAI4H (2024)
Sara El Mekkaoui, Loubna Benabbou, Abdelaziz Berrado
Rule-Extraction Methods From Feedforward Neural Networks: A Systematic Literature Review. CoRR (2023)
Souhaila Chiguer, Loubna Benabbou, Hanane Dagdougui, Ismail Belhaj, Abdelali Djdiaa, Hicham Bouzekri, Abdelaziz Berrado
Towards an Effective Electrical Market Design: Identifying and Defining Key Criteria for Decision-Making. SITA (2023)
Hanane Amroune, Abdelaziz Berrado
Multi-criteria Decision Analysis to Support Clinical Decision Making in Oncology: A Literature Review. SITA (2023)
Ismail Bourzak, Sara El Mekkaoui, Abdelaziz Berrado, Stéphane Caron, Loubna Benabbou
Deep Learning Approaches for Vessel Estimated Time of Arrival Prediction: A Case Study on the Saint Lawrence River. SITA (2023)
Ibtissam El Khalai, Zoubida Chorfi, Abdelaziz Berrado
A MCDA Approach for Prioritizing Road Safety Indicators. SITA (2023)
Saad Benbrahim, Loubna Benabbou, Hanane Dagdougui, Ismail Belhaj, Abdelali Djdiaa, Hicham Bouzekri, Abdelaziz Berrado
Deep Learning Model for Multi-Step Ahead Prediction of Solar Irradiance: Case of Study of Morocco. SITA (2023)
Wafaa Tizi, Abdelaziz Berrado
Towards a general cancer prognosis platform: Application to lung cancer. SITA (2023)
Rym Nassih, Abdelaziz Berrado
An Optimization Approach for Optimizing PRIM's Randomly Generated Rules Using the Genetic Algorithm. OLA (2023)
Maissae Haddouchi, Abdelaziz Berrado
A novel approach for discretizing continuous attributes based on tree ensemble and moment matching optimization. Int. J. Data Sci. Anal. 14 (1) (2022)
Maissae Haddouchi, Abdelaziz Berrado
Tuning ForestDisc Hyperparameters: A Sensitivity Analysis. OLA (2022)
Mohamed Azmi, Abdelaziz Berrado
CARs-RP: Lasso-based class association rules pruning. Int. J. Bus. Intell. Data Min. 18 (2) (2021)
Hakim Bouayad, Loubna Benabbou, Abdelaziz Berrado
Aligning Information Technology and Supply Chain: An Approach to Map SCOR to COBIT. Int. J. Inf. Syst. Model. Des. 12 (3) (2021)
Rym Nassih, Abdelaziz Berrado
State of the art of Fairness, Interpretability and Explainability in Machine Learning: Case of PRIM. SITA (2020)
Nouçaiba Sbai, Loubna Benabbou, Abdelaziz Berrado
An AHP Based Approach for Multi-echelon Inventory System Selection: Case of Distribution Systems. GOL (2020)
Nouçaiba Sbai, Loubna Benabbou, Abdelaziz Berrado
Comparison of MCDM Methods for Multi-echelon Inventory System Selection Problem. SITA (2020)
Mohamed-Iliasse Mahraz, Loubna Benabbou, Abdelaziz Berrado
A Compilation and Analysis of Critical Success Factors for the ERP Implementation. Int. J. Enterp. Inf. Syst. 16 (2) (2020)
Maissae Haddouchi, Abdelaziz Berrado
An implementation of a multivariate discretization for supervised learning using Forestdisc. SITA (2020)
Hakim Bouayad, Loubna Benabbou, Abdelaziz Berrado
A fuzzy TOPSIS based approach for alignment of information technology strategy in supply chains. GOL (2020)
Zoubida Chorfi, Abdelaziz Berrado, Loubna Benabbou
Composite indicators for assessing health care supply chains. GOL (2020)
Mohamed Azmi, Abdelaziz Berrado
RCAR Framework: Building a Regularized Class Association Rules Model in a Categorical Data Space. SITA (2020)
Afaf Haial, Abdelaziz Berrado, Loubna Benabbou
Managing Stakeholder Participation in Transport Decision Making: Perspective of Public Pharmaceuticals Supply Chain in Morocco. GOL (2020)
Sara El Mekkaoui, Loubna Benabbou, Abdelaziz Berrado
Predicting Ships Estimated Time of Arrival based on AIS Data. SITA (2020)
Sara El Mekkaoui, Loubna Benabbou, Abdelaziz Berrado
A Systematic Literature Review of Machine Learning Applications for Port's Operations. GOL (2020)
Mohamed Azmi, George C. Runger, Abdelaziz Berrado
Interpretable regularized class association rules algorithm for classification in a categorical data space. Inf. Sci. 483 (2019)
Hakim Bouayad, Loubna Benabbou, Abdelaziz Berrado
An Analytic Hierarchy Process based approach for Information technology governance framework selection. SITA (2018)
Sara El Ouadaa, Slimane Bah, Abdelaziz Berrado
Design of Intelligent Warehouse Based on RFID and WSNs Technologies. SITA (2018)
Sophia Youssar, Mohamed Bahtaoui, Youness Jarmouni, Abdelaziz Berrado
Clustering of Pharmaceutical products using Random Forest algorithm. SITA (2018)
Ghizlane Elbok, Abdelaziz Berrado
Categorizing projects for portfolio selection using clustering techniques. SITA (2018)
Nora Mouhib, Slimane Bah, Abdelaziz Berrado
A Novel Approach to Manage the Moroccan Public Drugs Supply Chain Using the Viable System Model. SITA (2018)
Siham Hamidi, Abdelaziz Berrado
Segmentation of Innovation determinants: Case of the Global Innovation Index. SITA (2018)
Mohamed Azmi, Abdelaziz Berrado
Finding disjoint clusters in a categorical data space. SITA (2018)
Maissae Haddouchi, Abdelaziz Berrado
Assessing interpretation capacity in Machine Learning: A critical review. SITA (2018)
Badre Labiad, Abdelaziz Berrado, Loubna Benabbou
Short Term Prediction Framework for Moroccan Stock Market Using Artificial Neural Networks. SITA (2018)
Zoubida Chorfi, Loubna Benabbou, Abdelaziz Berrado
A two stage DEA approach for evaluating the performance of public pharmaceutical products supply chains. GOL (2016)
Aida Elamrani, Loubna Benabbou, Abdelaziz Berrado
A model for classification of outsourcing related organizational risks in a pharmaceutical supply chain. SITA (2016)
Khadija Alaoui Hamidi, Abdelaziz Berrado, Loubna Benabbou, Anas Tarmouti
A classification based framework for credit risk assessment in the Moroccan financial market. SITA (2016)
Asmae El Mokrini, Loubna Benabbou, Abdelaziz Berrado
A decision aid process for strategic insourcing/outsourcing in a supply chain. GOL (2016)
Malak Mouaky, Abdelaziz Berrado, Loubna Benabbou
A MCDA approach to select a Kanban system for multi-echelon inventory management in a pharmaceutical supply chain. SITA (2016)
Mohamed Azmi, Abdelaziz Berrado
Class-association rules pruning using regularization. AICCSA (2016)
Badre Labiad, Abdelaziz Berrado, Loubna Benabbou
Machine learning techniques for short term stock movements classification for Moroccan stock exchange. SITA (2016)
Samia Laghrabli, Loubna Benabbou, Abdelaziz Berrado
Strategic decision processes classification framework using UTADIS. SITA (2016)
Mohamed Amine Serbout, Abdelaziz Berrado, Loubna Benabbou
Toward consumption characterization in a pharmaceutical products supply chain. GOL (2016)
Zoubida Chorfi, Loubna Benabbou, Abdelaziz Berrado
An experimental approach for dimensioning healthcare supply chains. SITA (2016)
Samia Laghrabli, Loubna Benabbou, Abdelaziz Berrado
Multi-criteria decision aid model for transportation supplier selection: Case of a pharmaceutical supply chain. GOL (2016)
Malak Mouaky, Abdelaziz Berrado, Loubna Benabbou
A Kanban based system for multi-echelon inventory management: The case of pharmaceutical supply chain. GOL (2016)
Afaf Haial, Abdelaziz Berrado, Loubna Benabbou
A framework for designing a transportation strategy: The case of a pharmaceuticals supply chain. GOL (2016)
Aida Elamrani, Loubna Benabbou, Abdelaziz Berrado
A framework for identification and classification of outsourcing related organizational risks in a pharmaceutical supply chain. GOL (2016)
Mohamed Azmi, Abdelaziz Berrado
Towards an interpretable Rules Ensemble algorithm for classification in a categorical data space. SITA (2015)
Samia Laghrabli, Loubna Benabbou, Abdelaziz Berrado
A new methodology for literature review analysis using association rules mining. SITA (2015)
Mounir Lahlou Kassi, Abdelaziz Berrado, Loubna Benabbou, K. Benabdelkader
Towards a new framework for clustering in a mixed data space: Case of gasoline service stations segmentation in Morocco. AICCSA (2015)
A. Elmokrini, Loubna Benabbou, Abdelaziz Berrado
Multi-criteria distribution network selection. SITA (2015)
Zoubida Chorfi, Abdelaziz Berrado, Loubna Benabbou
Selection of Key Performance Indicators for Supply Chain monitoring using MCDA. SITA (2015)
Sara El Ouadaa, Slimane Bah, Abdelaziz Berrado
Survey on supply chain ICT requirments. SITA (2015)
Abdelaziz Berrado, George C. Runger
Supervised multivariate discretization in mixed data with Random Forests. AICCSA (2009)
Abdelaziz Berrado, George C. Runger
Using metarules to organize and group discovered association rules. Data Min. Knowl. Discov. 14 (3) (2007)