Research output per year
Research output per year
Personal profile
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Dive into the research topics where Marcin Rojek is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research output
- 2 Article
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A Machine Learning Approach to Valve Plate Failure Prediction in Piston Pumps Under Imbalanced Data Conditions: Comparison of Data Balancing Methods
Rojek, M. & Blachnik, M., Nov 2025, In: Applied Sciences (Switzerland). 15, 21, 11542.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
A Dataset and a Comparison of Classification Methods for Valve Plate Fault Prediction of Piston Pump
Rojek, M. & Blachnik, M., Aug 2024, In: Applied Sciences (Switzerland). 14, 16, 7183.Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (Scopus)
Equipment
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AI_Group
Blachnik, M. (Research pool leader), Golak, S. (Research pool member), Ciepliński, P. (Research pool member), Sajkowski, M. (Research pool member), Dąbrowski, D. (Research pool member), Ściegienka, P. (Research pool member) & Rojek, M. (Research pool member)
Faculty of Materials Engineering and Industrial Digitalization (RM)Facility/equipment: Research pool