Marc Roubens

7.3k total citations · 1 hit paper
66 papers, 4.4k citations indexed

About

Marc Roubens is a scholar working on Management Science and Operations Research, Artificial Intelligence and Computational Theory and Mathematics. According to data from OpenAlex, Marc Roubens has authored 66 papers receiving a total of 4.4k indexed citations (citations by other indexed papers that have themselves been cited), including 44 papers in Management Science and Operations Research, 25 papers in Artificial Intelligence and 20 papers in Computational Theory and Mathematics. Recurrent topics in Marc Roubens's work include Multi-Criteria Decision Making (42 papers), Fuzzy Systems and Optimization (18 papers) and Bayesian Modeling and Causal Inference (14 papers). Marc Roubens is often cited by papers focused on Multi-Criteria Decision Making (42 papers), Fuzzy Systems and Optimization (18 papers) and Bayesian Modeling and Causal Inference (14 papers). Marc Roubens collaborates with scholars based in Belgium, France and Hungary. Marc Roubens's co-authors include János Fodor, Jean‐Luc Marichal, Philippe Fortemps, Michel Grabisch, Sergeĭ Ovchinnikov, Philippe Vincke, Patrick Meyer, R. Löwen, Jacques Teghem and H. Prade and has published in prestigious journals such as Technometrics, European Journal of Operational Research and Information Sciences.

In The Last Decade

Marc Roubens

64 papers receiving 4.1k citations

Hit Papers

Fuzzy Preference Modelling and Multicriteria Decision Sup... 1994 2026 2004 2015 1994 400 800 1.2k

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Marc Roubens Belgium 28 3.1k 1.6k 1.4k 1.1k 780 66 4.4k
Didier Dubois France 13 2.8k 0.9× 2.0k 1.3× 1.1k 0.8× 1.6k 1.4× 1.1k 1.5× 34 5.1k
Henri Prade France 2 2.6k 0.8× 1.8k 1.1× 989 0.7× 1.5k 1.4× 1.1k 1.4× 2 4.7k
Jean‐Luc Marichal Luxembourg 27 2.9k 0.9× 1.1k 0.7× 1.1k 0.8× 1.5k 1.3× 780 1.0× 97 4.0k
İ.B. Türkşen Canada 41 2.6k 0.8× 3.3k 2.1× 1.1k 0.8× 1.4k 1.2× 1.0k 1.3× 213 6.0k
Endre Pap Serbia 36 4.3k 1.4× 1.8k 1.2× 2.6k 1.9× 2.5k 2.2× 909 1.2× 166 7.3k
Gleb Beliakov Australia 37 3.7k 1.2× 1.8k 1.2× 1.4k 1.0× 2.0k 1.8× 1.1k 1.4× 226 5.6k
Michel Grabisch France 36 5.0k 1.6× 2.5k 1.6× 1.5k 1.1× 2.4k 2.1× 1.3k 1.6× 168 7.5k
Xinwang Liu China 51 5.3k 1.7× 1.8k 1.2× 983 0.7× 1.7k 1.5× 1.9k 2.5× 199 7.1k
Mario Fedrizzi Italy 24 2.4k 0.8× 1.4k 0.9× 962 0.7× 491 0.4× 448 0.6× 72 3.3k
Yejun Xu China 44 4.6k 1.5× 2.2k 1.4× 1.7k 1.2× 747 0.7× 1.1k 1.4× 158 5.7k

Countries citing papers authored by Marc Roubens

Since Specialization
Citations

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

Fields of papers citing papers by Marc Roubens

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Marc Roubens

This figure shows the co-authorship network connecting the top 25 collaborators of Marc Roubens. A scholar is included among the top collaborators of Marc Roubens 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 Marc Roubens. Marc Roubens 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.
Bisdorff, Raymond, et al.. (2007). R UBIS: a bipolar-valued outranking method for the choice problem. 4OR. 6(2). 143–165. 12 indexed citations
2.
Swart, H.C.M. de, Ewa Orłowska, G. Schmidt, & Marc Roubens. (2006). Theory and Applications of Relational Structures as Knowledge Instruments II: International Workshops of COST Action 274, TARSKI, 2002-2005, Selected Revised Papers (Lecture Notes in Computer Science). Springer eBooks. 1 indexed citations
3.
Meyer, Patrick & Marc Roubens. (2005). On the use of the Choquet integral with fuzzy numbers in Multiple Criteria Decision Aiding.. European Society for Fuzzy Logic and Technology Conference. 210–215. 2 indexed citations
4.
Bisdorff, Raymond & Marc Roubens. (2004). Choice procedures in pairwise comparison multiple-attribute decision making methods. Lecture notes in computer science. 3051. 1 indexed citations
5.
Roubens, Marc, Agnieszka Rusinowska, & H.C.M. de Swart. (2004). Using MACBETH to determine utilities of governments to parties in coalition formation. European Journal of Operational Research. 172(2). 588–603. 37 indexed citations
6.
Brans, Jean Pierre, et al.. (2003). 12th Mini Euro Conference: Decision support systems; Electronic and mobile commerce; Multicriteria decision aid; Human centered processes; Ethical dilemmas in decision making. European Journal of Operational Research. 153(2). 267–270. 1 indexed citations
7.
Marichal, Jean‐Luc & Marc Roubens. (1999). ENTROPY OF A CHOQUET CAPACITY. Open Repository and Bibliography (University of Luxembourg). 383–385. 3 indexed citations
8.
Marichal, Jean‐Luc & Marc Roubens. (1999). Consensus with ordinal data. Open Repository and Bibliography (University of Luxembourg). 149(3). 519–29. 2 indexed citations
9.
Grabisch, Michel, Jean‐Luc Marichal, & Marc Roubens. (1998). Equivalent Representations of a Set Function with Applications to Game Theory and Multicriteria Decision Making. Open Repository and Bibliography (University of Luxembourg). 6 indexed citations
10.
Roubens, Marc. (1996). Choice procedures in fuzzy multicriteria decision analysis based on pairwise comparisons. Fuzzy Sets and Systems. 84(2). 135–142. 14 indexed citations
11.
Fodor, János & Marc Roubens. (1995). On meaningfulness of means. Journal of Computational and Applied Mathematics. 64(1-2). 103–115. 14 indexed citations
12.
Löwen, R. & Marc Roubens. (1993). Fuzzy logic : state of the art. Kluwer Academic eBooks. 66 indexed citations
13.
Ovchinnikov, Sergeĭ & Marc Roubens. (1992). On fuzzy strict preference, indifference, and incomparability relations. Fuzzy Sets and Systems. 49(1). 15–20. 43 indexed citations
14.
Roubens, Marc & Jacques Teghem. (1991). Comparison of methodologies for fuzzy and stochastic multi-objective programming. Fuzzy Sets and Systems. 42(1). 119–132. 52 indexed citations
15.
Roubens, Marc, et al.. (1989). An approach to multi-criteria decision making problems using probabilistic set theory. European Journal of Operational Research. 43(3). 263–266. 5 indexed citations
16.
Roubens, Marc & Philippe Vincke. (1983). Linear fuzzy graphs. Fuzzy Sets and Systems. 10(1-3). 79–86. 6 indexed citations
17.
Roubens, Marc & Philippe Vincke. (1983). Linear orders and semiorders close to an interval order. Discrete Applied Mathematics. 6(3). 311–314. 4 indexed citations
18.
Roubens, Marc. (1982). Fuzzy clustering algorithms and their cluster validity. European Journal of Operational Research. 10(3). 294–301. 175 indexed citations
19.
Roubens, Marc. (1982). Preference relations on actions and criteria in multicriteria decision making. European Journal of Operational Research. 10(1). 51–55. 196 indexed citations
20.
Roubens, Marc. (1969). Lissage exponentiel d'un signal polynomial brouillé observé de manière discrète ou continue. French digital mathematics library (Numdam). 17(3). 61–73.

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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