Leon Bobrowski

608 total citations
26 papers, 248 citations indexed

About

Leon Bobrowski is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Food Science. According to data from OpenAlex, Leon Bobrowski has authored 26 papers receiving a total of 248 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Artificial Intelligence, 4 papers in Computer Vision and Pattern Recognition and 4 papers in Food Science. Recurrent topics in Leon Bobrowski's work include Neural Networks and Applications (9 papers), Advanced Scientific Research Methods (3 papers) and Biomarkers in Disease Mechanisms (2 papers). Leon Bobrowski is often cited by papers focused on Neural Networks and Applications (9 papers), Advanced Scientific Research Methods (3 papers) and Biomarkers in Disease Mechanisms (2 papers). Leon Bobrowski collaborates with scholars based in Poland, Sweden and United States. Leon Bobrowski's co-authors include James C. Bezdek, Jack Sklansky, Bengt Lindholm, E. R. Caianiello, Abdul Rashid Qureshi, Peter Stenvinkel, Małgorzata Dębowska, Hanna Wasyluk, Jacek Waniewski and Magnus Söderberg and has published in prestigious journals such as PLoS ONE, Scientific Reports and Pattern Recognition.

In The Last Decade

Leon Bobrowski

23 papers receiving 233 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Leon Bobrowski Poland	8	142	77	41	32	25	26	248
Yasser El-Sonbaty Egypt	11	263 1.9×	81 1.1×	74 1.8×	17 0.5×	32 1.3×	29	365
Heiko Timm Germany	6	188 1.3×	92 1.2×	47 1.1×	18 0.6×	53 2.1×	8	244
Yukihiro Hamasuna Japan	8	176 1.2×	115 1.5×	25 0.6×	12 0.4×	17 0.7×	53	228
Marthinus Christoffel du Plessis Japan	8	319 2.2×	77 1.0×	37 0.9×	27 0.8×	10 0.4×	14	404
Simone Bassis Italy	9	93 0.7×	30 0.4×	16 0.4×	45 1.4×	38 1.5×	34	264
Alain Appriou France	9	151 1.1×	30 0.4×	25 0.6×	17 0.5×	24 1.0×	16	239
Ahlame Douzal-Chouakria France	8	111 0.8×	29 0.4×	80 2.0×	25 0.8×	18 0.7×	13	254
Gülşen Demiröz Türkiye	5	229 1.6×	76 1.0×	25 0.6×	15 0.5×	23 0.9×	7	382
Henri Luchian Romania	7	101 0.7×	33 0.4×	14 0.3×	9 0.3×	16 0.6×	32	206
Fei Zheng China	7	162 1.1×	61 0.8×	14 0.3×	13 0.4×	14 0.6×	20	248

Countries citing papers authored by Leon Bobrowski

Since Specialization

Citations

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

Fields of papers citing papers by Leon Bobrowski

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Leon Bobrowski

This figure shows the co-authorship network connecting the top 25 collaborators of Leon Bobrowski. A scholar is included among the top collaborators of Leon Bobrowski 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 Leon Bobrowski. Leon Bobrowski 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

Dębowska, Małgorzata, Lu Dai, Abdul Rashid Qureshi, et al.. (2025). Balancing accuracy and cost in machine learning models for detecting medial vascular calcification in chronic kidney disease: a pilot study. Scientific Reports. 15(1). 17453–17453.

Bobrowski, Leon, et al.. (2022). Separating gene clustering in the rare mucopolysaccharidosis disease. Journal of Applied Genetics. 63(2). 361–368. 1 indexed citations

Dai, Lu, Małgorzata Dębowska, Leon Bobrowski, et al.. (2019). Phenotypic features of vascular calcification in chronic kidney disease. Journal of Internal Medicine. 287(4). 422–434. 11 indexed citations

Bobrowski, Leon, et al.. (2018). Flat Patterns Extraction with Collinearity Models. Linköping electronic conference proceedings. 142. 518–524.

Luttropp, Karin, Małgorzata Dębowska, Leon Bobrowski, et al.. (2016). Genotypic and phenotypic predictors of inflammation in patients with chronic kidney disease. Nephrology Dialysis Transplantation. 31(12). 2033–2040. 7 indexed citations

Bobrowski, Leon, Bengt Lindholm, Peter Stenvinkel, et al.. (2014). Selection of Genetic and Phenotypic Features Associated with Inflammatory Status of Patients on Dialysis Using Relaxed Linear Separability Method. PLoS ONE. 9(1). e86630–e86630. 5 indexed citations

Bobrowski, Leon. (2012). K-Lines Clustering with Convex and Piecewise Linear (CPL) Functions. IFAC Proceedings Volumes. 45(2). 108–111. 2 indexed citations

Bobrowski, Leon, et al.. (2010). Short term prediction of stock index changes based on linear classification. 1. 363–373. 1 indexed citations

Bobrowski, Leon. (2010). Liniowe modele prognostyczne oparte na regresji przedziałowej z funkcjami typu CPL. 1. 109–117.

10.

Bobrowski, Leon, et al.. (2009). Feature Selection Based on Relaxed Linear Separability. 29(2). 43–58. 10 indexed citations

11.

Bobrowski, Leon. (2007). Ranked linear models and sequential patterns recognition. Pattern Analysis and Applications. 12(1). 1–7. 5 indexed citations

12.

Bobrowski, Leon. (2006). Induction of Similarity Measures and Medical Diagnosis Support Rules through Separable, Linear Data Transformations. Methods of Information in Medicine. 45(2). 200–203. 2 indexed citations

13.

Bobrowski, Leon & Hanna Wasyluk. (2001). Diagnosis Supporting Rules of the Hepar System. Studies in health technology and informatics. 84(Pt 2). 1309–13. 2 indexed citations

14.

Bobrowski, Leon. (1996). Piecewise-linear classifiers, formal neurons and separability of the learning sets. 224–228 vol.4. 3 indexed citations

15.

Bobrowski, Leon & James C. Bezdek. (1991). c-means clustering with the l/sub l/ and l/sub infinity / norms. IEEE Transactions on Systems Man and Cybernetics. 21(3). 545–554. 119 indexed citations

16.

Bobrowski, Leon. (1991). Design of piecewise linear classifiers from formal neurons by a basis exchange technique. Pattern Recognition. 24(9). 863–870. 16 indexed citations

17.

Bobrowski, Leon, et al.. (1984). Selection of medical tests based on linear nonseparability of data sets: A study on evaluation of liver diseases tests. Computers in Biology and Medicine. 14(2). 237–243. 3 indexed citations

18.

Bobrowski, Leon. (1982). Rules of forming receptive fields of formal neurons during unsupervised learning processes. Biological Cybernetics. 43(1). 23–28. 3 indexed citations

19.

Bobrowski, Leon & E. R. Caianiello. (1980). Comparison of two unsupervised learning algorithms. Biological Cybernetics. 37(1). 1–7. 4 indexed citations

20.

Bobrowski, Leon. (1978). Learning processes in multilayer threshold nets. Biological Cybernetics. 31(1). 1–6. 9 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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