Dariusz Mrozek

2.0k total citations · 1 hit paper
74 papers, 755 citations indexed

About

Dariusz Mrozek is a scholar working on Molecular Biology, Artificial Intelligence and Computer Networks and Communications. According to data from OpenAlex, Dariusz Mrozek has authored 74 papers receiving a total of 755 indexed citations (citations by other indexed papers that have themselves been cited), including 32 papers in Molecular Biology, 19 papers in Artificial Intelligence and 13 papers in Computer Networks and Communications. Recurrent topics in Dariusz Mrozek's work include Protein Structure and Dynamics (12 papers), Bioinformatics and Genomic Networks (12 papers) and Machine Learning in Bioinformatics (11 papers). Dariusz Mrozek is often cited by papers focused on Protein Structure and Dynamics (12 papers), Bioinformatics and Genomic Networks (12 papers) and Machine Learning in Bioinformatics (11 papers). Dariusz Mrozek collaborates with scholars based in Poland, Ukraine and China. Dariusz Mrozek's co-authors include Bożena Małysiak-Mrozek, Stanisław Kozielski, Weiping Ding, Vaidy Sunderam, Daniel Kostrzewa, Tomasz Baron, Paweł Kasprowski, Daniel Pankowski, Jia-Hao Syu and Witold Pedrycz and has published in prestigious journals such as Bioinformatics, IEEE Access and Molecules.

In The Last Decade

Dariusz Mrozek

63 papers receiving 733 citations

Hit Papers

From Corrective to Predictive Maintenance—A Review of Mai... 2023 2026 2024 2025 2023 25 50 75
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.

  1. From Corrective to Predictive Maintenance—A Review of Maintenance Approaches for the Power Industry
    2023 94 citations Bożena Małysiak-Mrozek, Weiping Ding et al. Sensors profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Dariusz Mrozek Poland 16 242 129 118 103 81 74 755
J.L. Top Netherlands 13 95 0.4× 396 3.1× 132 1.1× 36 0.3× 176 2.2× 65 837
Mian Ahmad Jan Pakistan 8 123 0.5× 90 0.7× 234 2.0× 39 0.4× 97 1.2× 8 618
Muneer Ahmad Malaysia 19 96 0.4× 302 2.3× 288 2.4× 157 1.5× 256 3.2× 96 1.1k
Mohd Arfian Ismail Malaysia 13 66 0.3× 239 1.9× 122 1.0× 47 0.5× 127 1.6× 66 510
Göksel Mısırlı United Kingdom 16 597 2.5× 410 3.2× 225 1.9× 25 0.2× 25 0.3× 40 1.1k
Junxiang Wang China 16 108 0.4× 139 1.1× 50 0.4× 355 3.4× 56 0.7× 81 872
Ramgopal Kashyap India 19 31 0.1× 230 1.8× 165 1.4× 128 1.2× 136 1.7× 52 987
Huai Liu China 22 134 0.6× 367 2.8× 358 3.0× 79 0.8× 656 8.1× 138 2.1k
Iftikhar Ahmad Saudi Arabia 16 79 0.3× 323 2.5× 322 2.7× 153 1.5× 77 1.0× 59 882
A. Fazel Famili Canada 10 132 0.5× 219 1.7× 38 0.3× 58 0.6× 97 1.2× 22 625

Countries citing papers authored by Dariusz Mrozek

Since Specialization
Citations

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

Fields of papers citing papers by Dariusz Mrozek

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Dariusz Mrozek

This figure shows the co-authorship network connecting the top 25 collaborators of Dariusz Mrozek. A scholar is included among the top collaborators of Dariusz Mrozek 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 Mrozek. Dariusz Mrozek 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
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Li, Kuan‐Ming, et al.. (2025). Promoting Accurate Image Reconstruction via Synthetic Noise for Unsupervised Screw Anomaly Detection and Location. IEEE Transactions on Instrumentation and Measurement. 74. 1–16.
3.
Mrozek, Dariusz, et al.. (2024). Finding the Perfect Cut: Selection of the Best Cutting Point in Equirectangular Panoramas for Object Detection. Procedia Computer Science. 246. 519–528.
4.
Mrozek, Dariusz, et al.. (2024). Performance Evaluation of UDP-Based Data Transmission with Acknowledgment for Various Network Topologies in IoT Environments. Electronics. 13(18). 3697–3697. 1 indexed citations
5.
Mrozek, Dariusz, et al.. (2024). Methods and Applications of Space Understanding in Indoor Environment—A Decade Survey. Applied Sciences. 14(10). 3974–3974. 2 indexed citations
6.
Małysiak-Mrozek, Bożena, et al.. (2023). From Corrective to Predictive Maintenance—A Review of Maintenance Approaches for the Power Industry. Sensors. 23(13). 5970–5970. 94 indexed citations breakdown →
7.
Kostrzewa, Daniel, et al.. (2023). Federated Learning for improved prediction of failures in Autonomous Guided Vehicles. Journal of Computational Science. 68. 101956–101956. 17 indexed citations
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Syu, Jia-Hao, Jerry Chun‐Wei Lin, & Dariusz Mrozek. (2022). An Efficient and Secured Energy Management System for Automated Guided Vehicles. 2022 IEEE International Conference on Big Data (Big Data). 6357–6363. 3 indexed citations
11.
Mrozek, Dariusz, et al.. (2022). Edge computing in IoT-enabled honeybee monitoring for the detection of Varroa destructor. International Journal of Applied Mathematics and Computer Science. 32(3). 5 indexed citations
12.
Mrozek, Dariusz, et al.. (2021). A Large-Scale and Serverless Computational Approach for Improving Quality of NGS Data Supporting Big Multi-Omics Data Analyses. Frontiers in Genetics. 12. 699280–699280. 4 indexed citations
13.
Mrozek, Dariusz, et al.. (2020). Automation Process of Telecommunication Networks Deployment in Microsoft Azure Cloud Technology. 507–510. 2 indexed citations
14.
Mrozek, Dariusz. (2018). Uncertainty, imprecision, and many-valued logics in protein bioinformatics. Mathematical Biosciences. 309. 143–162. 2 indexed citations
15.
Kozielski, Stanisław, Dariusz Mrozek, Paweł Kasprowski, Bożena Małysiak-Mrozek, & Daniel Kostrzewa. (2014). Beyond Databases, Architectures, and Structures: 10th International Conference, BDAS 2014, Ustron, Poland, May 27-30, 2014. Proceedings. 612(1). 1 indexed citations
16.
Mrozek, Dariusz, et al.. (2014). Parallel implementation of 3D protein structure similarity searches using a GPU and the CUDA. Journal of Molecular Modeling. 20(2). 2067–2067. 23 indexed citations
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18.
Małysiak-Mrozek, Bożena, et al.. (2010). A METHOD FOR MATCHING SEQUENCES OF PROTEIN SECONDARY STRUCTURES. Journal of Medical Informatics & Technologies. 16.
19.
Mrozek, Dariusz & Bożena Małysiak-Mrozek. (2007). Searching for strong structural protein similarities with EAST. Computer Assisted Mechanics and Engineering Sciences. 681–693. 5 indexed citations
20.
Małysiak-Mrozek, Bożena, Dariusz Mrozek, & Stanisław Kozielski. (2005). PROCESSING FUZZY SQL QUERIES WITH FLAT, CONTEXT-DEPENDENT AND MULTIDIMENSIONAL MEMBERSHIP FUNCTIONS. Computational intelligence. 36–41. 4 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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