Dariusz Brzeziński

1.8k total citations · 1 hit paper
37 papers, 1.0k citations indexed

About

Dariusz Brzeziński is a scholar working on Molecular Biology, Materials Chemistry and Artificial Intelligence. According to data from OpenAlex, Dariusz Brzeziński has authored 37 papers receiving a total of 1.0k indexed citations (citations by other indexed papers that have themselves been cited), including 17 papers in Molecular Biology, 15 papers in Materials Chemistry and 11 papers in Artificial Intelligence. Recurrent topics in Dariusz Brzeziński's work include Enzyme Structure and Function (14 papers), Protein Structure and Dynamics (11 papers) and Data Stream Mining Techniques (8 papers). Dariusz Brzeziński is often cited by papers focused on Enzyme Structure and Function (14 papers), Protein Structure and Dynamics (11 papers) and Data Stream Mining Techniques (8 papers). Dariusz Brzeziński collaborates with scholars based in Poland, United States and Austria. Dariusz Brzeziński's co-authors include Jerzy Stefanowski, Mariusz Jaskólski, Marcin Kowiel, W. Minor, Robert Susmaga, Vincent Lemaire, Ammar Shaker, Myra Spiliopoulou, Mirosław Gilski and Georg Krempl and has published in prestigious journals such as Nucleic Acids Research, Bioinformatics and European Journal of Operational Research.

In The Last Decade

Dariusz Brzeziński

35 papers receiving 1.0k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Reacting to Different Types of Concept Drift: The Accuracy Updated Ensemble Algorithm

2013 295 citations Dariusz Brzeziński, Jerzy Stefanowski IEEE Transactions on Neural Networks and Learning Systems profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Dariusz Brzeziński Poland	14	705	181	155	135	95	37	1.0k
Sheng Gao China	17	648 0.9×	113 0.6×	66 0.4×	60 0.4×	68 0.7×	91	1.0k
Yingce Xia China	20	985 1.4×	50 0.3×	287 1.9×	54 0.4×	123 1.3×	56	1.5k
Feng Zhao China	18	297 0.4×	96 0.5×	236 1.5×	180 1.3×	109 1.1×	68	939
Yuexin Wu China	14	797 1.1×	44 0.2×	54 0.3×	71 0.5×	35 0.4×	59	1.2k
Alexander Hall Switzerland	12	178 0.3×	86 0.5×	70 0.5×	397 2.9×	54 0.6×	27	860
Chi Jin United States	13	255 0.4×	39 0.2×	52 0.3×	84 0.6×	26 0.3×	36	775
Christian Beecks Germany	14	173 0.2×	156 0.9×	57 0.4×	53 0.4×	146 1.5×	102	907
Ankur Taly United States	14	430 0.6×	161 0.9×	43 0.3×	68 0.5×	42 0.4×	20	810
Andrea G. B. Tettamanzi Italy	18	519 0.7×	53 0.3×	58 0.4×	63 0.5×	12 0.1×	87	893
Qing Cui China	12	492 0.7×	38 0.2×	57 0.4×	57 0.4×	82 0.9×	36	876

Countries citing papers authored by Dariusz Brzeziński

Since Specialization

Citations

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

Fields of papers citing papers by Dariusz Brzeziński

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Dariusz Brzeziński

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

Skrzypek, M., et al.. (2025). Developing and Validating a Data-Driven Application for Street-Accessible Urban Bench Analysis and Planning to Support Evidence-Based Decision Making in Age-Friendly, Sustainable Cities. Sustainability. 17(18). 8251–8251.

Wlodawer, Alexander, Paweł Rubach, Zbigniew Dauter, et al.. (2025). A Critical Look at the Crystal Structures of cAMP-Dependent Protein Kinases. PubMed. 3(3). 19–19.

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

Wlodawer, Alexander, Zbigniew Dauter, J. Łubkowski, et al.. (2024). Towards a dependable data set of structures for L -asparaginase research. Acta Crystallographica Section D Structural Biology. 80(7). 506–527. 7 indexed citations

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

Brzeziński, Dariusz, et al.. (2022). DBFE: distribution-based feature extraction from structural variants in whole-genome data. Bioinformatics. 38(19). 4466–4473. 1 indexed citations

Brzeziński, Dariusz, et al.. (2021). Detecting anomalies in X-ray diffraction images using convolutional neural networks. Expert Systems with Applications. 174. 114740–114740. 10 indexed citations

Grabowski, M., David R. Cooper, Dariusz Brzeziński, et al.. (2021). Synchrotron radiation as a tool for macromolecular X-Ray Crystallography: A XXI century perspective. Nuclear Instruments and Methods in Physics Research Section B Beam Interactions with Materials and Atoms. 489. 30–40. 10 indexed citations

Grabowski, M., M. Cymborowski, David R. Cooper, et al.. (2021). Rapid response to emerging biomedical challenges and threats. IUCrJ. 8(3). 395–407. 5 indexed citations

10.

Brzeziński, Dariusz, et al.. (2021). Recognizing and validating ligands with CheckMyBlob. Nucleic Acids Research. 49(W1). W86–W92. 10 indexed citations

11.

Brzeziński, Dariusz, et al.. (2021). The impact of data difficulty factors on classification of imbalanced and concept drifting data streams. Knowledge and Information Systems. 63(6). 1429–1469. 35 indexed citations

12.

Jaskólski, Mariusz, Zbigniew Dauter, W. Minor, et al.. (2021). Crystallographic models of SARS-CoV-2 3CL^pro: in-depth assessment of structure quality and validation. IUCrJ. 8(2). 238–256. 18 indexed citations

13.

Wlodawer, Alexander, Zbigniew Dauter, W. Minor, et al.. (2020). Ligand‐centered assessment of SARS‐CoV‐2 drug target models in the Protein Data Bank. FEBS Journal. 287(17). 3703–3718. 32 indexed citations

14.

Minor, W., K.A. Majorek, Dariusz Brzeziński, et al.. (2020). Molecular determinants of vascular transport of dexamethasone in COVID-19 therapy. IUCrJ. 7(6). 1048–1058. 13 indexed citations

15.

Brzeziński, Dariusz, Zbigniew Dauter, W. Minor, & Mariusz Jaskólski. (2020). On the evolution of the quality of macromolecular models in the PDB. FEBS Journal. 287(13). 2685–2698. 12 indexed citations

16.

Brzeziński, Dariusz, Marcin Kowiel, David R. Cooper, et al.. (2020). Covid‐19.bioreproducibility.org: A web resource for SARS‐CoV‐2‐related structural models. Protein Science. 30(1). 115–124. 14 indexed citations

17.

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

18.

Kowiel, Marcin, Dariusz Brzeziński, Mirosław Gilski, & Mariusz Jaskólski. (2019). Conformation-dependent restraints for polynucleotides: the sugar moiety. Nucleic Acids Research. 48(2). 962–973. 13 indexed citations

19.

Lango, Mateusz, Dariusz Brzeziński, & Jerzy Stefanowski. (2018). ImWeights: Classifying Imbalanced Data Using Local and Neighborhood Information. 95–109. 2 indexed citations

20.

Brzeziński, Dariusz & Jerzy Stefanowski. (2017). Prequential AUC: properties of the area under the ROC curve for data streams with concept drift. Knowledge and Information Systems. 52(2). 531–562. 84 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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