El‐Ghazali Talbi

9.9k total citations · 3 hit papers
101 papers, 3.9k citations indexed

About

El‐Ghazali Talbi is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Industrial and Manufacturing Engineering. According to data from OpenAlex, El‐Ghazali Talbi has authored 101 papers receiving a total of 3.9k indexed citations (citations by other indexed papers that have themselves been cited), including 43 papers in Artificial Intelligence, 37 papers in Computational Theory and Mathematics and 35 papers in Industrial and Manufacturing Engineering. Recurrent topics in El‐Ghazali Talbi's work include Advanced Multi-Objective Optimization Algorithms (37 papers), Metaheuristic Optimization Algorithms Research (35 papers) and Vehicle Routing Optimization Methods (20 papers). El‐Ghazali Talbi is often cited by papers focused on Advanced Multi-Objective Optimization Algorithms (37 papers), Metaheuristic Optimization Algorithms Research (35 papers) and Vehicle Routing Optimization Methods (20 papers). El‐Ghazali Talbi collaborates with scholars based in France, Luxembourg and Saudi Arabia. El‐Ghazali Talbi's co-authors include Nouredine Melab, Frédéric Semet, Nicolas Jozefowiez, S. Cahon, Yacine Kessaci, Mehrdad Mohammadi, Maryam Karimi-Mamaghan, Patrick Meyer, Mohand Mezmaz and Albert Y. Zomaya and has published in prestigious journals such as SHILAP Revista de lepidopterología, European Journal of Operational Research and ACM Computing Surveys.

In The Last Decade

El‐Ghazali Talbi

99 papers receiving 3.7k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A Taxonomy of Hybrid Metaheuristics

2002 570 citations El‐Ghazali Talbi Journal of Heuristics profile →
Machine learning at the service of meta-heuristics for solving combinatorial optimization problems: A state-of-the-art

2021 270 citations Maryam Karimi-Mamaghan, Mehrdad Mohammadi et al. European Journal of Operational Research profile →
A parallel bi-objective hybrid metaheuristic for energy-aware scheduling for cloud computing systems

2011 246 citations Mohand Mezmaz, Nouredine Melab et al. Journal of Parallel and Distributed Computing profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
El‐Ghazali Talbi France	30	1.4k	1.4k	1.0k	923	570	101	3.9k
Yue‐Jiao Gong China	33	2.2k 1.6×	559 0.4×	1.3k 1.2×	870 0.9×	593 1.0×	140	4.5k
Alberto Colorni Italy	16	1.1k 0.8×	1.0k 0.7×	391 0.4×	473 0.5×	193 0.3×	41	3.1k
Ender Özcan United Kingdom	35	2.1k 1.5×	1.9k 1.3×	964 0.9×	561 0.6×	210 0.4×	167	4.7k
Antonio J. Nebro Spain	29	2.0k 1.4×	450 0.3×	2.0k 1.9×	531 0.6×	590 1.0×	82	4.1k
Jiahai Wang China	31	2.6k 1.8×	656 0.5×	1.4k 1.3×	339 0.4×	219 0.4×	138	4.1k
Lining Xing China	34	952 0.7×	1.5k 1.1×	457 0.4×	1.2k 1.3×	149 0.3×	202	4.0k
Daryl Essam Australia	42	2.3k 1.6×	1.1k 0.8×	1.3k 1.3×	264 0.3×	237 0.4×	197	4.8k
Günther R. Raidl Austria	26	912 0.7×	1.5k 1.1×	550 0.5×	525 0.6×	102 0.2×	139	3.0k
Khaled Ghédira Tunisia	22	848 0.6×	920 0.7×	372 0.4×	476 0.5×	287 0.5×	229	2.3k
Alberto Caprara Italy	37	512 0.4×	2.8k 2.0×	568 0.5×	846 0.9×	149 0.3×	110	4.6k

Countries citing papers authored by El‐Ghazali Talbi

Since Specialization

Citations

This map shows the geographic impact of El‐Ghazali Talbi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by El‐Ghazali Talbi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites El‐Ghazali Talbi more than expected).

Fields of papers citing papers by El‐Ghazali Talbi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by El‐Ghazali Talbi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by El‐Ghazali Talbi. The network helps show where El‐Ghazali Talbi may publish in the future.

Co-authorship network of co-authors of El‐Ghazali Talbi

This figure shows the co-authorship network connecting the top 25 collaborators of El‐Ghazali Talbi. A scholar is included among the top collaborators of El‐Ghazali Talbi based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with El‐Ghazali Talbi. El‐Ghazali Talbi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Zouache, Djaafar, Adel Got, Deemah Alarabiat, Laith Abualigah, & El‐Ghazali Talbi. (2023). A novel multi-objective wrapper-based feature selection method using quantum-inspired and swarm intelligence techniques. Multimedia Tools and Applications. 83(8). 22811–22835. 29 indexed citations

Balesdent, Mathieu, et al.. (2022). Deep Gaussian process for multi-objective Bayesian optimization. Optimization and Engineering. 24(3). 1809–1848. 23 indexed citations

Karimi-Mamaghan, Maryam, et al.. (2021). Machine learning at the service of meta-heuristics for solving combinatorial optimization problems: A state-of-the-art. European Journal of Operational Research. 296(2). 393–422. 270 indexed citations breakdown →

Brevault, Loïc, et al.. (2020). Multi-fidelity modeling with different input domain definitions using\n Deep Gaussian Processes. arXiv (Cornell University). 35 indexed citations

Brevault, Loïc, et al.. (2019). Multi-objective optimization using Deep Gaussian Processes: Application to Aerospace Vehicle Design. AIAA Scitech 2019 Forum. 11 indexed citations

Nesmachnow, Sergio, et al.. (2015). Metaheuristics for the Virtual Machine Mapping Problem in Clouds. Informatica. 26(1). 111–134. 3 indexed citations

Ruiz, Patricia, Bernabè Dorronsoro, El‐Ghazali Talbi, & Pascal Bouvry. (2015). Finding a robust configuration for the AEDB information dissemination protocol for mobile ad hoc networks. Applied Soft Computing. 32. 494–508. 4 indexed citations

Liefooghe, Arnaud, et al.. (2013). ParadisEO-MO: from fitness landscape analysis to efficient local search algorithms. Journal of Heuristics. 19(6). 881–915. 28 indexed citations

Khanafer, Ali, François Clautiaux, Saïd Hanafi, & El‐Ghazali Talbi. (2011). The min-conflict packing problem. Computers & Operations Research. 39(9). 2122–2132. 12 indexed citations

10.

Talbi, El‐Ghazali, Matthieu Basseur, Antonio J. Nebro, & Enrique Alba. (2011). Multi‐objective optimization using metaheuristics: non‐standard algorithms. International Transactions in Operational Research. 19(1-2). 283–305. 66 indexed citations

11.

Mezmaz, Mohand, Nouredine Melab, Yacine Kessaci, et al.. (2011). A parallel bi-objective hybrid metaheuristic for energy-aware scheduling for cloud computing systems. Journal of Parallel and Distributed Computing. 71(11). 1497–1508. 246 indexed citations breakdown →

12.

Melab, Nouredine, et al.. (2010). NEIGHBORHOOD STRUCTURES FOR GPU-BASED LOCAL SEARCH ALGORITHMS. Parallel Processing Letters. 20(4). 307–324. 6 indexed citations

13.

Liefooghe, Arnaud, Laëtitia Jourdan, & El‐Ghazali Talbi. (2009). Metaheuristics and cooperative approaches for the Bi-objective Ring Star Problem. Computers & Operations Research. 37(6). 1033–1044. 17 indexed citations

14.

Talbi, El‐Ghazali, et al.. (2007). Breaking the search space symmetry in partitioning problems. Theoretical Computer Science. 378(1). 78–86. 4 indexed citations

15.

Mezmaz, Mohand, Nouredine Melab, & El‐Ghazali Talbi. (2006). A parallel exact hybrid approach for solving multi-objective problems on the computational grid. International Parallel and Distributed Processing Symposium. 245–245. 1 indexed citations

16.

Bolze, Raphaël, Franck Cappello, Eddy Caron, et al.. (2006). Grid'5000: A Large Scale And Highly Reconfigurable Experimental Grid Testbed. The International Journal of High Performance Computing Applications. 20(4). 481–494. 225 indexed citations

17.

Talbi, El‐Ghazali & Albert Y. Zomaya. (2006). Grids in bioinformatics and computational biology. Journal of Parallel and Distributed Computing. 66(12). 1481–1481. 16 indexed citations

18.

Talbi, El‐Ghazali, et al.. (2004). NFL theorem is unusable on structured classes of problems. 220–226. 6 indexed citations

19.

Talbi, El‐Ghazali, et al.. (2002). A multiobjective genetic algorithm for radio network optimization. 1. 317–324. 90 indexed citations

20.

Bensaid, A., et al.. (1999). Adaptive Programming: Application to a Semi Supervised Point Prototype Clustering Algorithm.. Parallel and Distributed Processing Techniques and Applications. 2753–2759. 4 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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