Izabela Rojek

1.7k total citations
95 papers, 938 citations indexed

About

Izabela Rojek is a scholar working on Industrial and Manufacturing Engineering, Automotive Engineering and Biomedical Engineering. According to data from OpenAlex, Izabela Rojek has authored 95 papers receiving a total of 938 indexed citations (citations by other indexed papers that have themselves been cited), including 34 papers in Industrial and Manufacturing Engineering, 18 papers in Automotive Engineering and 16 papers in Biomedical Engineering. Recurrent topics in Izabela Rojek's work include Manufacturing Process and Optimization (20 papers), Additive Manufacturing and 3D Printing Technologies (16 papers) and Stroke Rehabilitation and Recovery (14 papers). Izabela Rojek is often cited by papers focused on Manufacturing Process and Optimization (20 papers), Additive Manufacturing and 3D Printing Technologies (16 papers) and Stroke Rehabilitation and Recovery (14 papers). Izabela Rojek collaborates with scholars based in Poland, Slovakia and France. Izabela Rojek's co-authors include Dariusz Mikołajewski, Ewa Dostatni, Marek Macko, Adam Mroziński, Małgorzata Jasiulewicz–Kaczmarek, Z Szczepański, Antun Stoić, Katarzyna Węgrzyn-Wolska, Tadeusz Burczyński and Milan Sága and has published in prestigious journals such as SHILAP Revista de lepidopterología, Sensors and Sustainability.

In The Last Decade

Izabela Rojek

78 papers receiving 890 citations

Peers

Izabela Rojek

IME

EEE

Dariusz Mikołajewski Poland

Glen Bright South Africa

Marek Macko Poland

Jorge de J. Lozoya-Santos Mexico

Caterina Rizzi Italy

Ewa Dostatni Poland

Rizauddin Ramli Malaysia

José Machado Portugal

Seonjin Kim United States

Dariusz Mikołajewski Poland

Izabela Rojek

280 ×0.9

IME

227 ×1.1

262 ×1.6

135 ×0.9

130 ×1.2

EEE

Citations per year, relative to Izabela Rojek Izabela Rojek (= 1×) peers Dariusz Mikołajewski

Countries citing papers authored by Izabela Rojek

Since Specialization

Citations

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

Fields of papers citing papers by Izabela Rojek

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Izabela Rojek

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

Rojek, Izabela, et al.. (2025). Mechanical Properties of Collagen Implant Used in Neurosurgery Towards Industry 4.0/5.0 Reflected in ML Model. Applied Sciences. 15(15). 8630–8630.

Rojek, Izabela, et al.. (2025). The Impact of Data Analytics Based on Internet of Things, Edge Computing, and Artificial Intelligence on Energy Efficiency in Smart Environment. Applied Sciences. 16(1). 225–225.

Rojek, Izabela, et al.. (2025). Personalization of AI-Based Digital Twins to Optimize Adaptation in Industrial Design and Manufacturing—Review. Applied Sciences. 15(15). 8525–8525. 1 indexed citations

Rojek, Izabela, et al.. (2025). Advanced Deep Learning Algorithms for Energy Optimization of Smart Cities. Energies. 18(2). 407–407. 10 indexed citations

Rojek, Izabela, et al.. (2025). Emerging Applications of Machine Learning in 3D Printing. Applied Sciences. 15(4). 1781–1781. 11 indexed citations

Rojek, Izabela, et al.. (2025). ML-Based Materials Evaluation in 3D Printing. Applied Sciences. 15(10). 5523–5523.

Rojek, Izabela, et al.. (2024). The use of decision trees to identify the causes of failures in a medical enterprise - a case study. IFAC-PapersOnLine. 58(8). 133–138.

Rojek, Izabela, Dariusz Mikołajewski, Adam Mroziński, & Marek Macko. (2024). Green Energy Management in Manufacturing Based on Demand Prediction by Artificial Intelligence—A Review. Electronics. 13(16). 3338–3338. 10 indexed citations

Mikołajewski, Dariusz, et al.. (2024). Machine Learning Supporting Virtual Reality and Brain–Computer Interface to Assess Work–Life Balance Conditions for Employees. Electronics. 13(22). 4489–4489. 1 indexed citations

10.

Mikołajewski, Dariusz, et al.. (2024). Detection of Defects in Polyethylene and Polyamide Flat Panels Using Airborne Ultrasound-Traditional and Machine Learning Approach. Applied Sciences. 14(22). 10638–10638. 1 indexed citations

11.

Rojek, Izabela, et al.. (2024). ML-Based Maintenance and Control Process Analysis, Simulation, and Automation—A Review. Applied Sciences. 14(19). 8774–8774. 2 indexed citations

12.

Rojek, Izabela, et al.. (2024). Use of Machine Learning to Improve Additive Manufacturing Processes. Applied Sciences. 14(15). 6730–6730. 14 indexed citations

13.

Rojek, Izabela, et al.. (2024). The Influence of Polylactic Acid Filament Moisture Content on Dust Emissions in 3D Printing Process. Sensors. 24(24). 7890–7890. 2 indexed citations

14.

Mikołajewski, Dariusz, et al.. (2024). Enhancing 3D Printing with Procedural Generation and STL Formatting Using Python. Applied Sciences. 14(16). 7299–7299. 2 indexed citations

15.

Rojek, Izabela, Mariusz Kaczmarek, Dariusz Mikołajewski, et al.. (2023). Hand Exoskeleton—Development of Own Concept. Applied Sciences. 13(5). 3238–3238. 6 indexed citations

16.

Macko, Marek, Izabela Rojek, Milan Sága, Tadeusz Burczyński, & Dariusz Mikołajewski. (2021). Machine modelling and simulations. Bulletin of the Polish Academy of Sciences Technical Sciences. 136716–136716. 3 indexed citations

17.

Twardowski, Paweł, et al.. (2020). Application of artificial neural networks for the prediction of tool wear during turning of hardened steel. 196–205. 3 indexed citations

18.

Rojek, Izabela. (2015). Tooling selection in technological processes using neural networks. 35. 2 indexed citations

19.

Rojek, Izabela. (2015). MLP neural nets in design of technological process. Postępy Technologii Maszyn i Urządzeń. 39. 1 indexed citations

20.

Rojek, Izabela. (2010). Neural networks as performance improvement models in intelligent CAPP systems. Control and Cybernetics. 39(1). 55–68. 21 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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