Krystyna Napierała

723 total citations
6 papers, 257 citations indexed

About

Krystyna Napierała is a scholar working on Artificial Intelligence, Information Systems and Computational Theory and Mathematics. According to data from OpenAlex, Krystyna Napierała has authored 6 papers receiving a total of 257 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Artificial Intelligence, 3 papers in Information Systems and 2 papers in Computational Theory and Mathematics. Recurrent topics in Krystyna Napierała's work include Imbalanced Data Classification Techniques (5 papers), Data Mining Algorithms and Applications (3 papers) and Rough Sets and Fuzzy Logic (2 papers). Krystyna Napierała is often cited by papers focused on Imbalanced Data Classification Techniques (5 papers), Data Mining Algorithms and Applications (3 papers) and Rough Sets and Fuzzy Logic (2 papers). Krystyna Napierała collaborates with scholars based in Poland. Krystyna Napierała's co-authors include Jerzy Stefanowski, Krzysztof Kurowski and Marek Błażewicz and has published in prestigious journals such as Expert Systems with Applications, Journal of Intelligent Information Systems and Fundamenta Informaticae.

In The Last Decade

Krystyna Napierała

6 papers receiving 251 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Krystyna Napierała Poland	4	203	92	33	31	31	6	257
Chumphol Bunkhumpornpat Thailand	6	327 1.6×	162 1.8×	27 0.8×	38 1.2×	60 1.9×	9	387
Adel Ghazikhani Iran	8	222 1.1×	59 0.6×	18 0.5×	15 0.5×	18 0.6×	16	272
Altyeb Taha Saudi Arabia	6	235 1.2×	39 0.4×	84 2.5×	24 0.8×	96 3.1×	9	334
Saiji Fu China	12	179 0.9×	41 0.4×	12 0.4×	8 0.3×	8 0.3×	27	287
G. Rekha India	7	65 0.3×	31 0.3×	40 1.2×	17 0.5×	6 0.2×	20	172
Siddhant Jain India	6	81 0.4×	23 0.3×	40 1.2×	5 0.2×	9 0.3×	13	232
Asma Cherif Saudi Arabia	9	148 0.7×	28 0.3×	70 2.1×	12 0.4×	50 1.6×	48	265
Dominik Olszewski Poland	7	173 0.9×	22 0.2×	49 1.5×	2 0.1×	36 1.2×	15	227
Feng Hu China	8	85 0.4×	23 0.3×	61 1.8×	10 0.3×	6 0.2×	40	190

Countries citing papers authored by Krystyna Napierała

Since Specialization

Citations

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

Fields of papers citing papers by Krystyna Napierała

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Krystyna Napierała

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

All Works

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6 of 6 papers shown

1.

Napierała, Krystyna & Jerzy Stefanowski. (2016). Post-processing of BRACID Rules Induced from Imbalanced Data. Fundamenta Informaticae. 148(1-2). 51–64. 2 indexed citations

2.

Napierała, Krystyna & Jerzy Stefanowski. (2015). Types of minority class examples and their influence on learning classifiers from imbalanced data. Journal of Intelligent Information Systems. 46(3). 563–597. 181 indexed citations

3.

Napierała, Krystyna & Jerzy Stefanowski. (2015). Addressing imbalanced data with argument based rule learning. Expert Systems with Applications. 42(24). 9468–9481. 23 indexed citations

4.

Napierała, Krystyna & Jerzy Stefanowski. (2015). Abstaining in rule set bagging for imbalanced data. Logic Journal of IGPL. 23(3). 421–430. 3 indexed citations

5.

Napierała, Krystyna & Jerzy Stefanowski. (2011). BRACID: a comprehensive approach to learning rules from imbalanced data. Journal of Intelligent Information Systems. 39(2). 335–373. 47 indexed citations

6.

Błażewicz, Marek, et al.. (2010). High Performance Computing on New Accelerated Hardware Architectures. Computational Methods in Science and Technology. Special Issue(1). 71–79. 1 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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