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Publication search results
found 39 matches
- 2024
- Ning Tao
, Anthony Ventresque, Vivek Nallur, Takfarinas Saber:
Enhancing Program Synthesis with Large Language Models Using Many-Objective Grammar-Guided Genetic Programming. Algorithms 17(7): 287 (2024) - Takfarinas Saber, Dominik Naeher, Malika Bendechache:
Intelligent computational methods for economics. Expert Syst. J. Knowl. Eng. 41(2) (2024) - Michael Mayowa Farayola, Malika Bendechache, Takfarinas Saber, Regina Connolly, Irina Tal:
Enhancing Algorithmic Fairness: Integrative Approaches and Multi-Objective Optimization Application in Recidivism Models. ARES 2024: 114:1-114:10 - Kouider Chadli, Goetz Botterweck, Takfarinas Saber:
The Environmental Cost of Engineering Machine Learning-Enabled Systems: A Mapping Study. EuroMLSys@EuroSys 2024: 200-207 - Zixian Zhang, Takfarinas Saber:
Assessing the Code Clone Detection Capability of Large Language Models. CoRR abs/2407.02402 (2024) - 2023
- Michael Mayowa Farayola, Irina Tal, Regina Connolly, Takfarinas Saber, Malika Bendechache:
Ethics and Trustworthiness of AI for Predicting the Risk of Recidivism: A Systematic Literature Review. Inf. 14(8): 426 (2023) - Michael Mayowa Farayola, Irina Tal, Malika Bendechache, Takfarinas Saber, Regina Connolly:
Fairness of AI in Predicting the Risk of Recidivism: Review and Phase Mapping of AI Fairness Techniques. ARES 2023: 76:1-76:10 - Ning Tao, Anthony Ventresque, Takfarinas Saber:
Program Synthesis with Generative Pre-trained Transformers and Grammar-Guided Genetic Programming Grammar. LA-CCI 2023: 1-6 - Ning Tao, Anthony Ventresque, Takfarinas Saber:
Many-objective Grammar-guided Genetic Programming with Code Similarity Measurement for Program Synthesis. LA-CCI 2023: 1-6 - Michael Mittermaier, Takfarinas Saber, Goetz Botterweck:
Learning Graph Configuration Spaces with Graph Embedding in Engineering Domains. LOD (2) 2023: 334-348 - Teerath Kumar, Muhammad Turab, Alessandra Mileo, Malika Bendechache, Takfarinas Saber:
AudRandAug: Random Image Augmentations for Audio Classification. CoRR abs/2309.04762 (2023) - 2022
- Ning Tao, Anthony Ventresque, Takfarinas Saber:
Multi-objective Grammar-guided Genetic Programming with Code Similarity Measurement for Program Synthesis. CEC 2022: 1-8 - John William O'Meara, Mahmoud Said Elsayed, Takfarinas Saber, Anca Delia Jurcut:
SDN Intrusion Detection: An Ensemble Approach to Reducing False Negative Rate for Novel Attacks. ITNAC 2022: 1-8 - Ning Tao, Anthony Ventresque, Takfarinas Saber:
Assessing Similarity-Based Grammar-Guided Genetic Programming Approaches for Program Synthesis. OLA 2022: 240-252 - Muhammad Turab, Teerath Kumar, Malika Bendechache, Takfarinas Saber:
Investigating Multi-Feature Selection and Ensembling for Audio Classification. CoRR abs/2206.07511 (2022) - 2021
- Takfarinas Saber, David Brevet, Goetz Botterweck, Anthony Ventresque:
Reparation in Evolutionary Algorithms for Multi-objective Feature Selection in Large Software Product Lines. SN Comput. Sci. 2(3): 138 (2021) - Jordan Doyle, Takfarinas Saber, Paolo Arcaini, Anthony Ventresque:
Improving Mobile User Interface Testing with Model Driven Monkey Search. ICST Workshops 2021: 138-145 - Takfarinas Saber, Malika Bendechache, Anthony Ventresque:
Incorporating User Preferences in Multi-objective Feature Selection in Software Product Lines Using Multi-Criteria Decision Analysis. OLA 2021: 361-373 - Takfarinas Saber, Anthony Ventresque, João Marques-Silva, James Thorburn, Liam Murphy:
MILP for the Multi-objective VM Reassignment Problem. CoRR abs/2103.10410 (2021) - 2020
- Takfarinas Saber, Xavier Gandibleux, Michael O'Neill, Liam Murphy, Anthony Ventresque:
A comparative study of multi-objective machine reassignment algorithms for data centres. J. Heuristics 26(1): 119-150 (2020) - Takfarinas Saber, David Lynch, David Fagan, Stepán Kucera, Holger Claussen, Michael O'Neill:
Hierarchical Grammar-Guided Genetic Programming Techniques for Scheduling in Heterogeneous Networks. CEC 2020: 1-8 - Takfarinas Saber, Shen Wang:
Evolving Better Rerouting Surrogate Travel Costs with Grammar-Guided Genetic Programming. CEC 2020: 1-8 - Takfarinas Saber, David Brevet, Goetz Botterweck, Anthony Ventresque:
MILPIBEA: Algorithm for Multi-objective Features Selection in (Evolving) Software Product Lines. EvoCOP 2020: 164-179 - Takfarinas Saber, Laurentiu Capatina, Anthony Ventresque:
Analysis of Urban Traffic Incidents Through Road Network Features. HPCC/DSS/SmartCity 2020: 1080-1087 - Takfarinas Saber, Côme Cachard, Anthony Ventresque:
RONIN: a SUMO Interoperable Mesoscopic Urban Traffic Simulator. HPCC/DSS/SmartCity 2020: 1104-1111 - 2019
- Takfarinas Saber, David Fagan, David Lynch, Stepán Kucera, Holger Claussen, Michael O'Neill:
A multi-level grammar approach to grammar-guided genetic programming: the case of scheduling in heterogeneous networks. Genet. Program. Evolvable Mach. 20(2): 245-283 (2019) - David Lynch, Takfarinas Saber, Stepán Kucera, Holger Claussen, Michael O'Neill:
Evolutionary learning of link allocation algorithms for 5G heterogeneous wireless communications networks. GECCO 2019: 1258-1265 - 2018
- Takfarinas Saber, James Thorburn, Liam Murphy, Anthony Ventresque:
VM reassignment in hybrid clouds for large decentralised companies: A multi-objective challenge. Future Gener. Comput. Syst. 79: 751-764 (2018) - Takfarinas Saber, David Brevet, Goetz Botterweck, Anthony Ventresque:
Is seeding a good strategy in multi-objective feature selection when feature models evolve? Inf. Softw. Technol. 95: 266-280 (2018) - Hilmi Egemen Ciritoglu, Takfarinas Saber, Teodora Sandra Buda, John Murphy, Christina Thorpe:
Towards a Better Replica Management for Hadoop Distributed File System. BigData Congress 2018: 104-111
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