accepted/published
- W. Żuławiński, A. Grzesiek, R. Zimroz, A. Wyłomańska:
Identification and validation of periodic autoregressive model with additive noise: finite-variance case,
Journal of Computational and Applied Mathematics 427, 115131, 2023 - P. Giri, A. Grzesiek, W. Żuławiński, S. Sundar, A. Wyłomańska:
The modified Yule-Walker method for multidimensional infinite-variance periodic autoregressive model of order 1,
Journal of the Korean Statistical Society, 2022 - Wodecki, J.; Krot, P.; Wróblewski, A.; Chudy, K.; Zimroz, R.
Condition Monitoring of Horizontal Sieving Screens—A Case Study of Inertial Vibrator Bearing Failure in Calcium Carbonate Production Plant.
Materials 16, 2023, 1533. https://doi.org/10.3390/ma16041533 - Anil Kumar, Yaakoub Berrouche, Radoslaw Zimroz, Govind Vashishtha, Sumika Chauhan, C.P. Gandhi, Hesheng Tang, Jiawei Xiang,
Non-parametric Ensemble Empirical Mode Decomposition for extracting weak features to identify bearing defects,
Measurement, Volume 211, 2023, 112615, https://doi.org/10.1016/j.measurement.2023.112615.
submitted
- W. Żuławiński, A. Wyłomańska, R. Zimroz
Yule-Walker-based approaches for estimation of noise-corrupted periodic autoregressive model – finite- and infinite-variance cases - K. Skowronek, T. Barszcz, J. Antoni, R. Zimroz, A. Wyłomańska
Assessment of background noise properties in time and time-frequency domains in the context of %noisy vibration-based local damage detection in real environment - J. Hebda-Sobkowicz, A. Wyłomańska, R. Zimroz
An adaptation of robust estimators of correlation for informative frequency band selection in presence of heavy-tailed noise - M. Gabor, R. Zdunek, A. Wyłomańska, R. Zimroz
Bearing damage detection with orthogonal and non-negative low-rank feature extraction - W. Żuławiński, A. Wyłomańska
Empirical study of periodic autoregressive models with additive noise – estimation and testing - M.Gabor, R.Zdunek, R.Zimroz, A.Wylomanska
Non-negative matrix underapproximation as optimal frequency band selector - M.Gabor, R.Zdunek, R.Zimroz, J.Wodecki, A.Wylomanska
Non-negative tensor factorization for vibration-based local damage detection - Anna Michalak; Rafał Zdunek; Radosław Zimroz; Agnieszka Wyłomańska
Influence of α-stable noise on effectiveness of non-negative matrix factorization – simulations and real data analysis