Beata Zielosko

915 total citations
54 papers, 308 citations indexed

About

Beata Zielosko is a scholar working on Computational Theory and Mathematics, Artificial Intelligence and Information Systems. According to data from OpenAlex, Beata Zielosko has authored 54 papers receiving a total of 308 indexed citations (citations by other indexed papers that have themselves been cited), including 41 papers in Computational Theory and Mathematics, 34 papers in Artificial Intelligence and 25 papers in Information Systems. Recurrent topics in Beata Zielosko's work include Rough Sets and Fuzzy Logic (41 papers), Data Mining Algorithms and Applications (25 papers) and Statistical and Computational Modeling (12 papers). Beata Zielosko is often cited by papers focused on Rough Sets and Fuzzy Logic (41 papers), Data Mining Algorithms and Applications (25 papers) and Statistical and Computational Modeling (12 papers). Beata Zielosko collaborates with scholars based in Poland, Saudi Arabia and United States. Beata Zielosko's co-authors include Mikhail Moshkov, Urszula Stańczyk, Igor Chikalov, Lakhmi C. Jain, Shahid Hussain, Hung Son Nguyen, Andrzej Skowron, Vadim Lozin, Dun Liu and Lech Polkowski and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and Information Sciences.

In The Last Decade

Beata Zielosko

45 papers receiving 302 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Beata Zielosko Poland	11	218	201	156	37	22	54	308
T. Medhat Egypt	6	226 1.0×	93 0.5×	93 0.6×	69 1.9×	32 1.5×	20	339
Yunsong Qi China	9	228 1.0×	201 1.0×	116 0.7×	71 1.9×	18 0.8×	16	368
Marcin Szczuka Poland	9	87 0.4×	98 0.5×	63 0.4×	13 0.4×	35 1.6×	27	178
Muhammad Summair Raza Pakistan	11	171 0.8×	108 0.5×	175 1.1×	46 1.2×	29 1.3×	23	291
Daniel Neider Germany	9	151 0.7×	221 1.1×	53 0.3×	12 0.3×	15 0.7×	39	299
Manuel S. Lazo-Cortés Mexico	9	76 0.3×	144 0.7×	62 0.4×	11 0.3×	24 1.1×	28	220
Ion Iancu Romania	7	70 0.3×	88 0.4×	36 0.2×	97 2.6×	24 1.1×	25	199
Juzhen Dong Japan	4	207 0.9×	133 0.7×	142 0.9×	23 0.6×	35 1.6×	9	252
Ming-Wen Shao China	7	408 1.9×	231 1.1×	242 1.6×	79 2.1×	66 3.0×	13	438

Countries citing papers authored by Beata Zielosko

Since Specialization

Citations

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

Fields of papers citing papers by Beata Zielosko

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Beata Zielosko

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

All Works

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20 of 20 papers shown

Zielosko, Beata, et al.. (2025). Optimization of inner and general rules. Information Sciences. 719. 122466–122466. 1 indexed citations

Zielosko, Beata, et al.. (2025). Greedy Algorithm for Deriving Decision Rules from Decision Tree Ensembles. Entropy. 27(1). 35–35. 1 indexed citations

Zielosko, Beata, et al.. (2024). Selected Methods of Feature Selection - Medical Case Study. Procedia Computer Science. 246. 4451–4460.

Stańczyk, Urszula, et al.. (2024). Importance of Characteristic Features and Their Form for Data Exploration. Entropy. 26(5). 404–404.

Stańczyk, Urszula, et al.. (2024). Significance of Single-Interval Discrete Attributes: Case Study on Two-Level Discretisation. Applied Sciences. 14(10). 4088–4088. 1 indexed citations

Zielosko, Beata, et al.. (2023). Improved EAV-Based Algorithm for Decision Rules Construction. Entropy. 25(1). 91–91.

Moshkov, Mikhail, et al.. (2022). Learning Decision Rules from Sets of Decision Trees. Journal of the Association for Information Systems. 2 indexed citations

Moshkov, Mikhail, et al.. (2022). Selected Data Mining Tools for Data Analysis in Distributed Environment. Entropy. 24(10). 1401–1401. 2 indexed citations

Stańczyk, Urszula & Beata Zielosko. (2021). Data irregularities in discretisation of test sets used for evaluation of classification systems: A case study on authorship attribution. Bulletin of the Polish Academy of Sciences Technical Sciences. 137629–137629. 6 indexed citations

10.

Stańczyk, Urszula, et al.. (2020). Discretisation of conditions in decision rules induced for continuous data. PLoS ONE. 15(4). e0231788–e0231788. 10 indexed citations

11.

Stańczyk, Urszula, Beata Zielosko, & Lakhmi C. Jain. (2017). Advances in Feature Selection for Data and Pattern Recognition. Intelligent systems reference library. 34 indexed citations

12.

Zielosko, Beata. (2015). Global Optimization of Exact Association Rules Relative to Length.. 237–247. 2 indexed citations

13.

Chikalov, Igor, et al.. (2013). Optimization and analysis of decision trees and rules: dynamic programming approach. International Journal of General Systems. 42(6). 614–634. 9 indexed citations

14.

Chikalov, Igor, et al.. (2012). Tests for decision tables with many-valued decisions — Comparative study. King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology). 271–277. 2 indexed citations

15.

Chikalov, Igor, et al.. (2012). Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions.. 13–24. 6 indexed citations

16.

Zielosko, Beata. (2012). Sequential optimization of γ-decision rules. King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology). 339–346. 1 indexed citations

17.

Chikalov, Igor, et al.. (2012). Relationships Between Length and Coverage of Exact Decision Rules.. 1–12. 1 indexed citations

18.

Moshkov, Mikhail, et al.. (2009). Greedy Algorithm for Construction of Partial Association Rules. Fundamenta Informaticae. 92(3). 259–277. 9 indexed citations

19.

Moshkov, Mikhail, et al.. (2008). Partial Covers, Reducts and Decision Rules in Rough Sets : Theory and Applications. Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)). 22 indexed citations

20.

Moshkov, Mikhail, et al.. (2007). On Construction of Partial Reducts and Irreducible Partial Decision Rules. Fundamenta Informaticae. 75(1). 357–374. 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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