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Found 35 results
Filters: Author is Saber, Takfarinas
2024
Zhang Z, Saber T.  2024.  Assessing the Code Clone Detection Capability of Large Language Models.
Farayola MMayowa, Bendechache M, Saber T, Connolly R, Tal I.  2024.  Enhancing Algorithmic Fairness: Integrative Approaches and Multi-Objective Optimization Application in Recidivism Models. Proceedings of the 19th International Conference on Availability, Reliability and Security.
Tao N, Ventresque A, Nallur V, Saber T.  2024.  Enhancing Program Synthesis with Large Language Models Using Many-Objective Grammar-Guided Genetic Programming. Algorithms. 17:287.
Chadli K, Botterweck G, Saber T.  2024.  The Environmental Cost of Engineering Machine Learning-Enabled Systems: A Mapping Study. Proceedings of the 4th Workshop on Machine Learning and Systems.
2023
Kumar T, Turab M, Mileo A, Bendechache M, Saber T.  2023.  AudRandAug: Random Image Augmentations for Audio Classification.
Farayola M, Tal I, Connolly R, Saber T, Bendechache M.  2023.  Ethics and Trustworthiness of AI for Predicting the Risk of Recidivism: A Systematic Literature Review. Information. 14:426.
Farayola MMayowa, Tal I, Malika B, Saber T, Connolly R.  2023.  Fairness of AI in Predicting the Risk of Recidivism: Review and Phase Mapping of AI Fairness Techniques. Proceedings of the 18th International Conference on Availability, Reliability and Security.
Tao N, Ventresque A, Saber T.  2023.  Program Synthesis with Generative Pre-trained Transformers and Grammar-Guided Genetic Programming Grammar. 2023 IEEE Latin American Conference on Computational Intelligence (LA-CCI).
De Lombaerde P, Naeher D, Vo H, Saber T.  2023.  Regional Economic Integration and Machine Learning: Policy Insights from the Review of Literature. Journal of Policy Modeling. 45
2022
Tao N, Ventresque A, Saber T.  2022.  Assessing Similarity-Based Grammar-Guided Genetic Programming Approaches for Program Synthesis. Optimization and Learning.
Saber T, Bendechache M.  2022.  DiLLeMa: A Framework for Collaborative Multi-Cultural Lecturing Material in International University Colleges.
Turab M, Kumar T, Bendechache M, Saber T.  2022.  Investigating Multi-Feature Selection and Ensembling for Audio Classification.
Tao N, Ventresque A, Saber T.  2022.  Multi-objective Grammar-guided Genetic Programming with Code Similarity Measurement for Program Synthesis.
Tao N, Ventresque A, Saber T.  2022.  Multi-objective Grammar-guided Genetic Programming with Code Similarity Measurement for Program Synthesis. 2022 IEEE Congress on Evolutionary Computation (CEC).
2021
Doyle J, Saber T, Arcaini P, Ventresque A.  2021.  Improving Mobile User Interface Testing with Model Driven Monkey Search.
Saber T, Bendechache M, Ventresque A.  2021.  Incorporating User Preferences in Multi-objective Feature Selection in Software Product Lines Using Multi-Criteria Decision Analysis. INTERNATIONAL CONFERENCE ON OPTIMIZATION AND LEARNING.
De Lombaerde P, Naeher D, Saber T.  2021.  Regional Integration Clusters and Optimum Customs Unions: A Machine-Learning Approach. Journal of Economic Integration. 36:262-281.
Saber T, Brevet D, Botterweck G, Ventresque A.  2021.  Reparation in Evolutionary Algorithms for Multi-objective Feature Selection in Large Software Product Lines. SN Computer Science. 2
2020
Saber T, Capatina L, Ventresque A.  2020.  Analysis of Urban Traffic Incidents Through Road Network Features. 2020 IEEE 22nd International Conference on High Performance Computing and Communications; IEEE 18th International Conference on Smart City; IEEE 6th International Conference on Data Science and Systems (HPCC/SmartCity/DSS).
Bendechache M, Saber T, Muntean G-M, Tal I.  2020.  Application of Blockchain Technology to 5G-Enabled Vehicular Networks: Survey and Future Directions.
Saber T, Wang S.  2020.  Evolving Better Rerouting Surrogate Travel Costs with Grammar-Guided Genetic Programming. IEEE Congress on Evolutionary Computation (CEC) .
Saber T, Lynch D, Fagan D, Kucera S, Claussen H, O'Neill M.  2020.  Hierarchical Grammar-Guided Genetic Programming Techniques for Scheduling in Heterogeneous Networks. IEEE Congress on Evolutionary Computation .
Saber T, Brevet D, Botterweck G, Ventresque A.  2020.  MILPIBEA: Algorithm for Multi-objective Features Selection in (Evolving) Software Product Lines. Evolutionary Computation in Combinatorial Optimization.
Saber T, Cachard C, Ventresque A.  2020.  RONIN: a SUMO Interoperable Mesoscopic Urban Traffic Simulator. IEEE 18th International Conference on Smart City .
2019
Saber T, Gandibleux X, O'Neill M, Murphy L, Ventresque A.  2019.  A comparative study of multi-objective machine reassignment algorithms for data centres . Journal of Heuristics.

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