Robert Susmaga

1.4k total citations
27 papers, 723 citations indexed

About

Robert Susmaga is a scholar working on Computational Theory and Mathematics, Artificial Intelligence and Information Systems. According to data from OpenAlex, Robert Susmaga has authored 27 papers receiving a total of 723 indexed citations (citations by other indexed papers that have themselves been cited), including 20 papers in Computational Theory and Mathematics, 13 papers in Artificial Intelligence and 7 papers in Information Systems. Recurrent topics in Robert Susmaga's work include Rough Sets and Fuzzy Logic (19 papers), Multi-Criteria Decision Making (7 papers) and Data Mining Algorithms and Applications (7 papers). Robert Susmaga is often cited by papers focused on Rough Sets and Fuzzy Logic (19 papers), Multi-Criteria Decision Making (7 papers) and Data Mining Algorithms and Applications (7 papers). Robert Susmaga collaborates with scholars based in Poland, Sweden and Austria. Robert Susmaga's co-authors include Roman Słowiński, C. Zopounidis, Augustinos I. Dimitras, Krzysztof Dembczyński, Dariusz Brzeziński, Jerzy Stefanowski, Salvatore Greco, Benedetto Matarazzo, Luca Rossi and Michael Doumpos and has published in prestigious journals such as European Journal of Operational Research, Information Sciences and Fuzzy Sets and Systems.

In The Last Decade

Robert Susmaga

27 papers receiving 667 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Robert Susmaga Poland 12 409 338 226 220 213 27 723
Kaisa Sere Finland 13 185 0.5× 374 1.1× 80 0.4× 217 1.0× 111 0.5× 61 747
Hennie Daniels Netherlands 10 90 0.2× 269 0.8× 125 0.6× 38 0.2× 103 0.5× 46 542
Ligang Zhou Macao 15 66 0.2× 546 1.6× 149 0.7× 493 2.2× 105 0.5× 38 898
Linda Salchenberger United States 9 52 0.1× 288 0.9× 256 1.1× 253 1.1× 53 0.2× 16 645
Franco Varetto Italy 3 75 0.2× 415 1.2× 190 0.8× 715 3.3× 63 0.3× 5 925
Ana I. Marqués Spain 12 36 0.1× 544 1.6× 123 0.5× 507 2.3× 83 0.4× 17 814
Jing Song China 9 221 0.5× 131 0.4× 60 0.3× 46 0.2× 172 0.8× 25 434
Maumita Bhattacharya Australia 9 77 0.2× 331 1.0× 65 0.3× 121 0.6× 132 0.6× 25 498
Barbro Back Finland 13 27 0.1× 327 1.0× 209 0.9× 327 1.5× 95 0.4× 39 761
Stjepan Oreški Croatia 6 40 0.1× 337 1.0× 44 0.2× 210 1.0× 56 0.3× 9 531

Countries citing papers authored by Robert Susmaga

Since Specialization
Citations

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

Fields of papers citing papers by Robert Susmaga

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Robert Susmaga

This figure shows the co-authorship network connecting the top 25 collaborators of Robert Susmaga. A scholar is included among the top collaborators of Robert Susmaga 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 Robert Susmaga. Robert Susmaga 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.
Susmaga, Robert, et al.. (2025). Utility-inspired generalizations of TOPSIS. Neural Computing and Applications. 37(30). 24743–24772. 1 indexed citations
2.
Brzeziński, Dariusz, et al.. (2024). Properties of Fairness Measures in the Context of Varying Class Imbalance and Protected Group Ratios. ACM Transactions on Knowledge Discovery from Data. 18(7). 1–18. 1 indexed citations
3.
Susmaga, Robert, et al.. (2022). MSD-space: Visualizing the inner-workings of TOPSIS aggregations. European Journal of Operational Research. 308(1). 229–242. 9 indexed citations
4.
Brzeziński, Dariusz, et al.. (2019). On the Dynamics of Classification Measures for Imbalanced and Streaming Data. IEEE Transactions on Neural Networks and Learning Systems. 31(8). 2868–2878. 36 indexed citations
5.
Susmaga, Robert, et al.. (2016). Selected group-theoretic aspects of confirmation measure symmetries. Information Sciences. 346-347. 424–441. 2 indexed citations
6.
Susmaga, Robert & Roman Słowiński. (2014). Generation of rough sets reducts and constructs based on inter-class and intra-class information. Fuzzy Sets and Systems. 274. 124–142. 19 indexed citations
7.
Susmaga, Robert. (2004). Reducts and Constructs in Attribute Reduction. 61(2). 159–181. 16 indexed citations
8.
Susmaga, Robert. (2003). Reducts Versus Constructs. Electronic Notes in Theoretical Computer Science. 82(4). 239–250. 6 indexed citations
9.
Dembczyński, Krzysztof, et al.. (2003). Dominance-based Rough Set Classifier without Induction of Decision Rules. Electronic Notes in Theoretical Computer Science. 82(4). 84–95. 29 indexed citations
10.
Susmaga, Robert, et al.. (2003). Hyperplane Aggregation of Dominance Decision Rules. 61(2). 117–137. 6 indexed citations
11.
Susmaga, Robert, et al.. (2003). Fast rule extraction with binary-coded relations. Intelligent Data Analysis. 7(1). 27–42. 4 indexed citations
12.
Susmaga, Robert. (2000). New test for inclusion minimality in reduct generation. Foundations of Computing and Decision Sciences. 121–146. 1 indexed citations
13.
Susmaga, Robert, Roman Słowiński, Salvatore Greco, & Benedetto Matarazzo. (2000). Generation of reducts and rules in multi-attribute and multi-criteria classification. Control and Cybernetics. 29(4). 969–988. 37 indexed citations
14.
Michalowski, Wojtek, et al.. (2000). Use Of Rough Sets Analysis To Classify Siberian Forest Ecosystems According To Net Primary Production Of Phytomass. INFOR Information Systems and Operational Research. 38(3). 145–160. 11 indexed citations
15.
Zopounidis, C., Michael Doumpos, Roman Słowiński, Robert Susmaga, & Augustinos I. Dimitras. (1999). BUSINESS FAILURE PREDICTION USING ROUGH SETS: A COMPARISON WITH MULTIVARIATE ANALYSIS TECHNIQUES. 4(1). 8 indexed citations
16.
Dimitras, Augustinos I., Roman Słowiński, Robert Susmaga, & C. Zopounidis. (1999). Business failure prediction using rough sets. European Journal of Operational Research. 114(2). 263–280. 359 indexed citations
17.
Rossi, Luca, Roman Słowiński, & Robert Susmaga. (1999). Rough set approach to the evaluation of stormwater pollution. International Journal of Environment and Pollution. 12(2/3). 232–232. 12 indexed citations
18.
Susmaga, Robert. (1998). Effective tests for minimality in reduct generation. Foundations of Computing and Decision Sciences. 219–240. 5 indexed citations
19.
Susmaga, Robert. (1998). Computation of shortest reducts. Foundations of Computing and Decision Sciences. 119–137. 3 indexed citations
20.
Susmaga, Robert. (1997). Analyzing Discretizations of Continuous Attributes Given a Monotonic Discrimination Function. Intelligent Data Analysis. 1(3). 157–179. 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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