Julien Ugon

1.1k total citations
59 papers, 567 citations indexed

About

Julien Ugon is a scholar working on Artificial Intelligence, Numerical Analysis and Computational Theory and Mathematics. According to data from OpenAlex, Julien Ugon has authored 59 papers receiving a total of 567 indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Artificial Intelligence, 14 papers in Numerical Analysis and 13 papers in Computational Theory and Mathematics. Recurrent topics in Julien Ugon's work include Advanced Optimization Algorithms Research (12 papers), Face and Expression Recognition (8 papers) and Advanced Clustering Algorithms Research (8 papers). Julien Ugon is often cited by papers focused on Advanced Optimization Algorithms Research (12 papers), Face and Expression Recognition (8 papers) and Advanced Clustering Algorithms Research (8 papers). Julien Ugon collaborates with scholars based in Australia, France and Türkiye. Julien Ugon's co-authors include Adil Bagirov, Dean Webb, Alexander Y. Kruger, Gleb Beliakov, Sona Taheri, Andrew Stranieri, Musa Mammadov, David Yost, Gürkan Öztürk and Peter Vamplew and has published in prestigious journals such as NeuroImage, Scientific Reports and European Journal of Operational Research.

In The Last Decade

Julien Ugon

53 papers receiving 527 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Julien Ugon Australia 14 205 158 93 93 83 59 567
Hoai Minh Le France 12 138 0.7× 126 0.8× 115 1.2× 57 0.6× 43 0.5× 21 447
Pham Dinh Tao France 5 106 0.5× 126 0.8× 179 1.9× 156 1.7× 85 1.0× 7 600
Hajime Nobuhara Japan 15 282 1.4× 195 1.2× 46 0.5× 198 2.1× 44 0.5× 112 752
Zirui Zhou Canada 11 523 2.6× 63 0.4× 134 1.4× 90 1.0× 105 1.3× 26 775
Oleg Burdakov Sweden 14 87 0.4× 88 0.6× 155 1.7× 125 1.3× 154 1.9× 44 579
Hiroyuki Kasai Japan 12 156 0.8× 164 1.0× 23 0.2× 39 0.4× 108 1.3× 107 540
Purushottam Kar India 14 647 3.2× 311 2.0× 26 0.3× 58 0.6× 69 0.8× 32 1.0k
Tao Pham Dinh France 12 97 0.5× 58 0.4× 212 2.3× 177 1.9× 55 0.7× 26 451
Leonid G. Khachiyan United States 8 104 0.5× 42 0.3× 93 1.0× 203 2.2× 104 1.3× 8 506
Simon S. Du United States 12 340 1.7× 109 0.7× 29 0.3× 48 0.5× 29 0.3× 40 507

Countries citing papers authored by Julien Ugon

Since Specialization
Citations

This map shows the geographic impact of Julien Ugon'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 Julien Ugon with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Julien Ugon more than expected).

Fields of papers citing papers by Julien Ugon

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Julien Ugon. 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 Julien Ugon. The network helps show where Julien Ugon may publish in the future.

Co-authorship network of co-authors of Julien Ugon

This figure shows the co-authorship network connecting the top 25 collaborators of Julien Ugon. A scholar is included among the top collaborators of Julien Ugon 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 Julien Ugon. Julien Ugon is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Jiang, Frank, Kerri Morgan, Nicholas Parsons, et al.. (2025). Navigation in brain networks is possible using only local measures. Scientific Reports. 15(1). 19480–19480.
2.
Ferreira, O. P., et al.. (2024). Extragradient method with feasible inexact projection to variational inequality problem. Computational Optimization and Applications. 89(2). 459–484.
3.
Ferreira, O. P., et al.. (2023). Approximate Douglas–Rachford algorithm for two-sets convex feasibility problems. Journal of Global Optimization. 86(3). 621–636. 1 indexed citations
4.
Ugon, Julien, et al.. (2023). Applications and issues in abstract convexity. 2023.
5.
Parsons, Nicholas, Andrei Irimia, Anar Amgalan, et al.. (2023). Structural-functional connectivity bandwidth predicts processing speed in mild traumatic brain Injury: A multiplex network analysis. NeuroImage Clinical. 38. 103428–103428. 5 indexed citations
6.
Ugon, Julien, et al.. (2022). Multivariate approximation by polynomial and generalized rational functions. Optimization. 71(4). 1171–1187. 5 indexed citations
7.
Ugon, Julien, et al.. (2020). Generalised rational approximation and its application to improve deep learning classifiers. Applied Mathematics and Computation. 389. 125560–125560. 15 indexed citations
8.
Ugon, Julien, et al.. (2019). Lower bound theorems for general polytopes. European Journal of Combinatorics. 79. 27–45. 5 indexed citations
9.
Ugon, Julien, et al.. (2015). Implementing student centred learning in a traditional tertiary environment. Proceedings of The Australian Conference on Science and Mathematics Education (formerly UniServe Science Conference). 1 indexed citations
11.
Wu, Zhiyou, et al.. (2014). Optimality conditions and optimization methods for quartic polynomial optimization. Applied Mathematics and Computation. 232. 968–982. 4 indexed citations
12.
Ugon, Julien, et al.. (2012). Computational Complexity, NP Completeness and Optimization Duality: A Survey.. Electronic colloquium on computational complexity. 19. 9. 8 indexed citations
13.
Ugon, Julien, et al.. (2010). Characterization theorem for best linear spline approximation with free knots. Swinburne Research Bank (Swinburne University of Technology). 17(5). 687–708. 3 indexed citations
14.
Bagirov, Adil, et al.. (2010). A generalized subgradient method with piecewise linear subproblem. FedUni ResearchOnline (Federation University Australia). 17(5). 621–638. 2 indexed citations
15.
Ugon, Julien, et al.. (2010). The choice of a similarity measure with respect to its sensitivity to outliers. Swinburne Research Bank (Swinburne University of Technology). 17(5). 709–721. 1 indexed citations
16.
Bagirov, Adil, et al.. (2010). TRUNCATED CODIFFERENTIAL METHOD FOR NONSMOOTH CONVEX OPTIMIZATION. Own your potential (DEAKIN). 6(3). 483–496. 7 indexed citations
17.
Bagirov, Adil, Julien Ugon, & Dean Webb. (2010). An efficient algorithm for the incremental construction of a piecewise linear classifier. Information Systems. 36(4). 782–790. 17 indexed citations
18.
Bagirov, Adil, Julien Ugon, & Dean Webb. (2009). A new modified global k-means algorithm for clustering large data sets. FedUni ResearchOnline (Federation University Australia). 2 indexed citations
19.
Mammadov, Musa, et al.. (2006). Coverage in WLAN: Optimization Model and Algorithm. UTS ePRESS (University of Technology Sydney). 302–307. 5 indexed citations
20.
Rubinov, A. M., et al.. (2006). Classes and clusters in data analysis. European Journal of Operational Research. 173(3). 849–865. 12 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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