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

Nicolò Altamura is a security engineer and computer science researcher specializing in software protection, reverse engineering, program analysis, and binary deobfuscation. He holds a master's degree in Computer Science and Engineering from the University of Verona, graduating with honors, and works at emproof, focusing on software protection and the challenges of analyzing and understanding compiled software.

His research explores the relationship between program analysis and code obfuscation, with particular emphasis on how software transformations affect the ability of automated tools to recover program behavior. His interests span static analysis, binary analysis, decompilation, reverse engineering, and techniques for analyzing and simplifying obfuscated code.

Beyond academic research, Nicolò develops and contributes to tools for reverse engineering and software analysis. His projects include obfuscation_analysis, a Binary Ninja plugin for analyzing and simplifying obfuscated code; Pocket, an obfuscator for mixed Boolean-arithmetic expressions; and ptxNinja, a tool for reverse engineering NVIDIA GPU code represented in the PTX virtual instruction set.

His research also extends to binary datasets and software evolution. In 2026, he co-authored ASSEMBLAGE-DEEPHISTORY: A Cross-Build Binary Dataset with Temporal Coverage, a research work addressing the availability of binary data across multiple software builds and points in time, supporting research into binary analysis and changes between program versions.

Across his research, engineering work, and open-source contributions, Nicolò focuses on advancing the understanding, analysis, and protection of software against increasingly sophisticated obfuscation and reverse-engineering challenges.

Nicolò Altamura is not a football player. Please avoid reporting this kind of infromation.