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Publications by Eleonora Iunusova

Peer reviewed

Articles

[1]
E. Iunusova and A. Archenti, "Lab-to-Field Generalization Gap : Assessment of Transfer Learning for Bearing Fault Detection," Applied Sciences, vol. 15, no. 12, 2025.
[2]
E. Iunusova et al., "Early fault diagnosis in rolling element bearings : comparative analysis of a knowledge-based and a data-driven approach," Journal of Intelligent Manufacturing, vol. 35, no. 5, pp. 2327-2347, 2024.

Conference papers

[3]
E. Iunusova, K. Szipka and A. Archenti, "Condition monitoring of rolling element bearings: benchmarking of data-driven methods," in NEWTECH 2020 IOP Conf. Series: Materials Science and Engineering 968 (2020) 012002, 09-11 September, 2020, 2020.

Non-peer reviewed

Theses

[4]
E. Iunusova, "Towards Reliable Diagnostics Under Data Scarcity - Machine Learning for Manufacturing Equipment," Doctoral thesis Sweden : KTH Royal Institute of Technology, TRITA-ITM-AVL, 2026:12, 2026.

Other

[5]
E. Iunusova, P. Herman and A. Archenti, "Fault Detection Under Data Scarcity," (Manuscript).
Latest sync with DiVA:
2026-05-24 22:15:00 UTC