Takfarinas Saber

55 papers A 3B 10C 1Misc 2Journal 23Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Beyond Calibration: Rethinking Algorithmic Fairness through an Intersectional, Justice-Aware Lens. HICSS Michael Mayowa Farayola, Irina Tal, Takfarinas Saber, Malika Bendechache, Regina Connolly
2026	J	`jnl`	OptiGob: A decision support tool for Agriculture, Forestry and Other Land Use transitions. J. Open Source Softw. Colm Duffy, Daniel Henn, Takfarinas Saber, David Styles
2026	J	`jnl`	PEARL: Performance and energy aware routing for LLMs. Future Gener. Comput. Syst. Kouider Chadli, Goetz Botterweck, Takfarinas Saber
2026	J	`jnl`	UAV-assisted traffic rerouting in disaster scenarios via grammar-guided genetic programming: Effects of limited smart-vehicle adoption and cross-segment generalization. Comput. Ind. Eng. Damian Wlodarczyk, Takfarinas Saber
2025	A	`conf`	AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection. ICSME Zixian Zhang, Takfarinas Saber
2025	J	`jnl`	AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection. CoRR Zixian Zhang, Takfarinas Saber
2025	—	`conf`	Applying Graph Neural Networks to Learn Graph Configuration Spaces. VaMoS Michael Mittermaier, Takfarinas Saber, Goetz Botterweck
2025	J	`jnl`	Exploring the Boundaries Between LLM Code Clone Detection and Code Similarity Assessment on Human and AI-Generated Code. Big Data Cogn. Comput. Zixian Zhang, Takfarinas Saber
2025	—	`conf`	Grammar-Guided Genetic Programming for UAV-Based Mitigation of Urban Disaster Traffic Congestion. CCNC Damian Wlodarczyk, Takfarinas Saber
2025	J	`jnl`	Grammar-obeying program synthesis: A novel approach using large language models and many-objective genetic programming. Comput. Stand. Interfaces Ning Tao, Anthony Ventresque, Vivek Nallur, Takfarinas Saber
2025	A	`conf`	Learning Graph Configuration Spaces to Support Road Network Design Optimisation. GECCO Michael Mittermaier, Takfarinas Saber, Goetz Botterweck
2025	J	`jnl`	MAGNET: A Multi-Graph Attentional Network for Code Clone Detection. CoRR Zixian Zhang, Takfarinas Saber
2025	J	`jnl`	Machine Learning Approaches to Code Similarity Measurement: A Systematic Review. IEEE Access Zixian Zhang, Takfarinas Saber
2025	J	`jnl`	Review and Mapping of Search-Based Approaches for Program Synthesis. Inf. Takfarinas Saber, Ning Tao
2024	—	`conf`	Assessing Potential of UAV-Based Increase in Urban Disasters Communication on Traffic Congestion Mitigation. ICT-DM Damian Wlodarczyk, Takfarinas Saber
2024	J	`jnl`	Assessing the Code Clone Detection Capability of Large Language Models. CoRR Zixian Zhang, Takfarinas Saber
2024	B	`conf`	Enhancing Algorithmic Fairness: Integrative Approaches and Multi-Objective Optimization Application in Recidivism Models. ARES Michael Mayowa Farayola, Malika Bendechache, Takfarinas Saber, Regina Connolly, Irina Tal
2024	J	`jnl`	Enhancing Program Synthesis with Large Language Models Using Many-Objective Grammar-Guided Genetic Programming. Algorithms Ning Tao, Anthony Ventresque, Vivek Nallur, Takfarinas Saber
2024	J	`jnl`	Intelligent computational methods for economics. Expert Syst. J. Knowl. Eng. Takfarinas Saber, Dominik Naeher, Malika Bendechache
2024	J	`jnl`	Recognition of Industrial Spare Parts Using an Optimized Convolutional Neural Network Model. Inf. Chandralekha Mohan, Takfarinas Saber, Priyadharshini Jayadurga Nallathambi
2024	—	`conf`	The Environmental Cost of Engineering Machine Learning-Enabled Systems: A Mapping Study. EuroMLSys@EuroSys Kouider Chadli, Goetz Botterweck, Takfarinas Saber
2023	J	`jnl`	AudRandAug: Random Image Augmentations for Audio Classification. CoRR Teerath Kumar, Muhammad Turab, Alessandra Mileo, Malika Bendechache, Takfarinas Saber
2023	J	`jnl`	Ethics and Trustworthiness of AI for Predicting the Risk of Recidivism: A Systematic Literature Review. Inf. Michael Mayowa Farayola, Irina Tal, Regina Connolly, Takfarinas Saber, Malika Bendechache
2023	B	`conf`	Fairness of AI in Predicting the Risk of Recidivism: Review and Phase Mapping of AI Fairness Techniques. ARES Michael Mayowa Farayola, Irina Tal, Malika Bendechache, Takfarinas Saber, Regina Connolly
2023	—	`conf`	Learning Graph Configuration Spaces with Graph Embedding in Engineering Domains. LOD (2) Michael Mittermaier, Takfarinas Saber, Goetz Botterweck
2023	—	`conf`	Many-objective Grammar-guided Genetic Programming with Code Similarity Measurement for Program Synthesis. LA-CCI Ning Tao, Anthony Ventresque, Takfarinas Saber
2023	—	`conf`	Program Synthesis with Generative Pre-trained Transformers and Grammar-Guided Genetic Programming Grammar. LA-CCI Ning Tao, Anthony Ventresque, Takfarinas Saber
2022	—	`conf`	Assessing Similarity-Based Grammar-Guided Genetic Programming Approaches for Program Synthesis. OLA Ning Tao, Anthony Ventresque, Takfarinas Saber
2022	J	`jnl`	Investigating Multi-Feature Selection and Ensembling for Audio Classification. CoRR Muhammad Turab, Teerath Kumar, Malika Bendechache, Takfarinas Saber
2022	B	`conf`	Multi-objective Grammar-guided Genetic Programming with Code Similarity Measurement for Program Synthesis. CEC Ning Tao, Anthony Ventresque, Takfarinas Saber
2022	Misc	`conf`	SDN Intrusion Detection: An Ensemble Approach to Reducing False Negative Rate for Novel Attacks. ITNAC John William O'Meara, Mahmoud Said Elsayed, Takfarinas Saber, Anca Delia Jurcut
2021	—	`conf`	Improving Mobile User Interface Testing with Model Driven Monkey Search. ICST Workshops Jordan Doyle, Takfarinas Saber, Paolo Arcaini, Anthony Ventresque
2021	—	`conf`	Incorporating User Preferences in Multi-objective Feature Selection in Software Product Lines Using Multi-Criteria Decision Analysis. OLA Takfarinas Saber, Malika Bendechache, Anthony Ventresque
2021	J	`jnl`	MILP for the Multi-objective VM Reassignment Problem. CoRR Takfarinas Saber, Anthony Ventresque, João Marques-Silva, James Thorburn, Liam Murphy
2021	J	`jnl`	Reparation in Evolutionary Algorithms for Multi-objective Feature Selection in Large Software Product Lines. SN Comput. Sci. Takfarinas Saber, David Brevet, Goetz Botterweck, Anthony Ventresque
2020	J	`jnl`	A comparative study of multi-objective machine reassignment algorithms for data centres. J. Heuristics Takfarinas Saber, Xavier Gandibleux, Michael O'Neill, Liam Murphy, Anthony Ventresque
2020	—	`conf`	Analysis of Urban Traffic Incidents Through Road Network Features. HPCC/DSS/SmartCity Takfarinas Saber, Laurentiu Capatina, Anthony Ventresque
2020	B	`conf`	Evolving Better Rerouting Surrogate Travel Costs with Grammar-Guided Genetic Programming. CEC Takfarinas Saber, Shen Wang
2020	B	`conf`	Hierarchical Grammar-Guided Genetic Programming Techniques for Scheduling in Heterogeneous Networks. CEC Takfarinas Saber, David Lynch, David Fagan, Stepán Kucera, Holger Claussen, Michael O'Neill
2020	B	`conf`	MILPIBEA: Algorithm for Multi-objective Features Selection in (Evolving) Software Product Lines. EvoCOP Takfarinas Saber, David Brevet, Goetz Botterweck, Anthony Ventresque
2020	—	`conf`	RONIN: a SUMO Interoperable Mesoscopic Urban Traffic Simulator. HPCC/DSS/SmartCity Takfarinas Saber, Côme Cachard, Anthony Ventresque
2019	J	`jnl`	A multi-level grammar approach to grammar-guided genetic programming: the case of scheduling in heterogeneous networks. Genet. Program. Evolvable Mach. Takfarinas Saber, David Fagan, David Lynch, Stepán Kucera, Holger Claussen, Michael O'Neill
2019	A	`conf`	Evolutionary learning of link allocation algorithms for 5G heterogeneous wireless communications networks. GECCO David Lynch, Takfarinas Saber, Stepán Kucera, Holger Claussen, Michael O'Neill
2018	—	`conf`	A Hierarchical Approach to Grammar-Guided Genetic Programming: The Case of Scheduling in Heterogeneous Networks. TPNC Takfarinas Saber, David Fagan, David Lynch, Stepán Kucera, Holger Claussen, Michael O'Neill
2018	B	`conf`	A Hybrid Algorithm for Multi-Objective Test Case Selection. CEC Takfarinas Saber, Florian Delavernhe, Mike Papadakis, Michael O'Neill, Anthony Ventresque
2018	J	`jnl`	Is seeding a good strategy in multi-objective feature selection when feature models evolve? Inf. Softw. Technol. Takfarinas Saber, David Brevet, Goetz Botterweck, Anthony Ventresque
2018	B	`conf`	Multi-level Grammar Genetic Programming for Scheduling in Heterogeneous Networks. EuroGP Takfarinas Saber, David Fagan, David Lynch, Stepán Kucera, Holger Claussen, Michael O'Neill
2018	—	`conf`	Towards a Better Replica Management for Hadoop Distributed File System. BigData Congress Hilmi Egemen Ciritoglu, Takfarinas Saber, Teodora Sandra Buda, John Murphy, Christina Thorpe
2018	J	`jnl`	VM reassignment in hybrid clouds for large decentralised companies: A multi-objective challenge. Future Gener. Comput. Syst. Takfarinas Saber, James Thorburn, Liam Murphy, Anthony Ventresque
2017	J	`jnl`	Exact and Hybrid Solutions for the Multi-Objective VM Reassignment Problem. Int. J. Artif. Intell. Tools Takfarinas Saber, João Marques-Silva, James Thorburn, Anthony Ventresque
2016	B	`conf`	Preliminary Study of Multi-objective Features Selection for Evolving Software Product Lines. SSBSE David Brevet, Takfarinas Saber, Goetz Botterweck, Anthony Ventresque
2015	B	`conf`	MILP for the Multi-objective VM Reassignment Problem. ICTAI Takfarinas Saber, Anthony Ventresque, João Marques-Silva, James Thorburn, Liam Murphy
2015	Misc	`conf`	Towards a Multi-objective VM Reassignment for Large Decentralised Data Centres. UCC Takfarinas Saber, Anthony Ventresque, Ivona Brandic, James Thorburn, Liam Murphy
2014	—	`conf`	GeNePi: A Multi-Objective Machine Reassignment Algorithm for Data Centres. Hybrid Metaheuristics Takfarinas Saber, Anthony Ventresque, Xavier Gandibleux, Liam Murphy
2013	C	`conf`	ROThAr: Real-Time On-Line Traffic Assignment with Load Estimation. DS-RT Takfarinas Saber, Anthony Ventresque, John Murphy