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Takfarinas Saber

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2020 – today

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2025
[j10]
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Ning Tao, Anthony Ventresque, Vivek Nallur, Takfarinas Saber:
Grammar-obeying program synthesis: A novel approach using large language models and many-objective genetic programming. Comput. Stand. Interfaces 92: 103938 (2025)
2024
[j9]
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  - journals/algorithms/TaoVNS24
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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)
[j8]
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Takfarinas Saber, Dominik Naeher, Malika Bendechache:
Intelligent computational methods for economics. Expert Syst. J. Knowl. Eng. 41(2) (2024)
[c26]
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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
[c25]
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Kouider Chadli, Goetz Botterweck, Takfarinas Saber:
The Environmental Cost of Engineering Machine Learning-Enabled Systems: A Mapping Study. EuroMLSys@EuroSys 2024: 200-207
[i4]
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  - journals/corr/abs-2407-02402
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Zixian Zhang, Takfarinas Saber:
Assessing the Code Clone Detection Capability of Large Language Models. CoRR abs/2407.02402 (2024)
2023
[j7]
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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)
[c24]
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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
[c23]
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  - conf/lacci/TaoVS23
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Ning Tao, Anthony Ventresque, Takfarinas Saber:
Program Synthesis with Generative Pre-trained Transformers and Grammar-Guided Genetic Programming Grammar. LA-CCI 2023: 1-6
[c22]
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  - conf/lacci/TaoVS23a
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Ning Tao, Anthony Ventresque, Takfarinas Saber:
Many-objective Grammar-guided Genetic Programming with Code Similarity Measurement for Program Synthesis. LA-CCI 2023: 1-6
[c21]
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  - conf/mod/MittermaierSB23
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Michael Mittermaier, Takfarinas Saber, Goetz Botterweck:
Learning Graph Configuration Spaces with Graph Embedding in Engineering Domains. LOD (2) 2023: 334-348
[i3]
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  - journals/corr/abs-2309-04762
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Teerath Kumar, Muhammad Turab, Alessandra Mileo, Malika Bendechache, Takfarinas Saber:
AudRandAug: Random Image Augmentations for Audio Classification. CoRR abs/2309.04762 (2023)
2022
[c20]
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  - conf/cec/TaoVS22
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Ning Tao, Anthony Ventresque, Takfarinas Saber:
Multi-objective Grammar-guided Genetic Programming with Code Similarity Measurement for Program Synthesis. CEC 2022: 1-8
[c19]
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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
[c18]
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  - conf/ola/TaoVS22
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Ning Tao, Anthony Ventresque, Takfarinas Saber:
Assessing Similarity-Based Grammar-Guided Genetic Programming Approaches for Program Synthesis. OLA 2022: 240-252
[i2]
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  - journals/corr/abs-2206-07511
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Muhammad Turab, Teerath Kumar, Malika Bendechache, Takfarinas Saber:
Investigating Multi-Feature Selection and Ensembling for Audio Classification. CoRR abs/2206.07511 (2022)
2021
[j6]
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  - journals/sncs/SaberBBV21
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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)
[c17]
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  - conf/icst/DoyleSAV21
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Jordan Doyle, Takfarinas Saber, Paolo Arcaini, Anthony Ventresque:
Improving Mobile User Interface Testing with Model Driven Monkey Search. ICST Workshops 2021: 138-145
[c16]
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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
[i1]
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  - journals/corr/abs-2103-10410
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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
[j5]
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  - journals/heuristics/SaberGOMV20
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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)
[c15]
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  - conf/cec/SaberLFKCO20
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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
[c14]
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  - conf/cec/SaberW20
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Takfarinas Saber, Shen Wang:
Evolving Better Rerouting Surrogate Travel Costs with Grammar-Guided Genetic Programming. CEC 2020: 1-8
[c13]
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  - conf/evoW/SaberBBV20
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Takfarinas Saber, David Brevet, Goetz Botterweck, Anthony Ventresque:
MILPIBEA: Algorithm for Multi-objective Features Selection in (Evolving) Software Product Lines. EvoCOP 2020: 164-179
[c12]
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  - conf/hpcc/SaberCV20
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Takfarinas Saber, Laurentiu Capatina, Anthony Ventresque:
Analysis of Urban Traffic Incidents Through Road Network Features. HPCC/DSS/SmartCity 2020: 1080-1087
[c11]
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Takfarinas Saber, Côme Cachard, Anthony Ventresque:
RONIN: a SUMO Interoperable Mesoscopic Urban Traffic Simulator. HPCC/DSS/SmartCity 2020: 1104-1111

2010 – 2019

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2019
[j4]
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  - journals/gpem/SaberFLKCO19
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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)
[c10]
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  - conf/gecco/LynchSKC019
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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
[j3]
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  - journals/fgcs/SaberTMV18
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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)
[j2]
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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)
[c9]
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  - conf/bigdata/CiritogluSB0T18
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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
[c8]
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  - conf/cec/SaberDPOV18
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Takfarinas Saber, Florian Delavernhe, Mike Papadakis, Michael O'Neill, Anthony Ventresque:
A Hybrid Algorithm for Multi-Objective Test Case Selection. CEC 2018: 1-8
[c7]
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  - conf/eurogp/SaberFLKCO18
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Takfarinas Saber, David Fagan, David Lynch, Stepán Kucera, Holger Claussen, Michael O'Neill:
Multi-level Grammar Genetic Programming for Scheduling in Heterogeneous Networks. EuroGP 2018: 118-134
[c6]
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  - conf/tpnc/SaberFLKC018
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Takfarinas Saber, David Fagan, David Lynch, Stepán Kucera, Holger Claussen, Michael O'Neill:
A Hierarchical Approach to Grammar-Guided Genetic Programming: The Case of Scheduling in Heterogeneous Networks. TPNC 2018: 225-237
2017
[j1]
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  - journals/ijait/SaberMTV17
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Takfarinas Saber, João Marques-Silva, James Thorburn, Anthony Ventresque:
Exact and Hybrid Solutions for the Multi-Objective VM Reassignment Problem. Int. J. Artif. Intell. Tools 26(1): 1760004:1-1760004:36 (2017)
2016
[c5]
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  - conf/ssbse/BrevetSBV16
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David Brevet, Takfarinas Saber, Goetz Botterweck, Anthony Ventresque:
Preliminary Study of Multi-objective Features Selection for Evolving Software Product Lines. SSBSE 2016: 274-280
2015
[c4]
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  - conf/ictai/SaberVMTM15
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Takfarinas Saber, Anthony Ventresque, João Marques-Silva, James Thorburn, Liam Murphy:
MILP for the Multi-objective VM Reassignment Problem. ICTAI 2015: 41-48
[c3]
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  - conf/ucc/SaberVBTM15
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Takfarinas Saber, Anthony Ventresque, Ivona Brandic, James Thorburn, Liam Murphy:
Towards a Multi-objective VM Reassignment for Large Decentralised Data Centres. UCC 2015: 65-74
2014
[c2]
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  - conf/hm/SaberVGM14
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Takfarinas Saber, Anthony Ventresque, Xavier Gandibleux, Liam Murphy:
GeNePi: A Multi-Objective Machine Reassignment Algorithm for Data Centres. Hybrid Metaheuristics 2014: 115-129
2013
[c1]
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  - conf/dsrt/SaberVM13
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Takfarinas Saber, Anthony Ventresque, John Murphy:
ROThAr: Real-Time On-Line Traffic Assignment with Load Estimation. DS-RT 2013: 79-86

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