Sparse PCA for gearbox diagnostics. - Anna Bartkowiak; Radoslaw Zimroz (FedCSIS, 2011)

Adaptive Bearings Vibration Modelling for Diagnosis. - Ryszard A. Makowski; Radoslaw Zimroz (ICAIS, 2011)

CCA in search of dimensionality of data from a normal and damaged gearbox. - Anna Bartkowiak; Radoslaw Zimroz (FedCSIS, 2012)

Efficacy of Some Primary Discriminant Functions in Diagnosing Planetary Gearboxes. - Anna Bartkowiak; Radoslaw Zimroz (CISIM, 2013)

Probabilistic Principal Components and Mixtures, How This Works. - Anna M. Bartkowiak; Radoslaw Zimroz (CISIM, 2015)

NMF and PCA as Applied to Gearbox Fault Data. - Anna M. Bartkowiak; Radoslaw Zimroz (IDEAL, 2015)

Local damage detection methods based on the stochastic modeling techniques. - Grzegorz Zak; Agnieszka Wylomanska; Radoslaw Zimroz (MED, 2016)

Modern ICT and Mechatronic Systems in Contemporary Mining Industry. - Wojciech Moczulski; Piotr Przystalka; Marek Sikora; Radoslaw Zimroz (IJCRS, 2016)

Impulsive Noise Cancellation Method for Copper Ore Crusher Vibration Signals Enhancement. - Agnieszka Wylomanska; Radoslaw Zimroz; Joanna Janczura; Jakub Obuchowski (IEEE Trans. Ind. Electron., 2016)

Identification and Statistical Analysis of Impulse-Like Patterns of Carbon Monoxide Variation in Deep Underground Mines Associated with the Blasting Procedure. - Justyna Hebda-Sobkowicz; Sebastian Gola; Radoslaw Zimroz; Agnieszka Wylomanska (Sensors, 2019)

Identification, Decomposition and Segmentation of Impulsive Vibration Signals with Deterministic Components - A Sieving Screen Case Study. - Karolina Gasior; Hanna Urbanska; Aleksandra Grzesiek; Radoslaw Zimroz; Agnieszka Wylomanska (Sensors, 2020)

Vibration-Based Diagnostics of Radial Clearances and Bolts Loosening in the Bearing Supports of the Heavy-Duty Gearboxes. - Paul V. Krot; Volodymyr Korennoi; Radoslaw Zimroz (Sensors, 2020)

Decision Tree-Based Classification for Planetary Gearboxes' Condition Monitoring with the Use of Vibration Data in Multidimensional Symptom Space. - Piotr Lipinski; Edyta Brzychczy; Radoslaw Zimroz (Sensors, 2020)

Local Defect Detection in Bearings in the Presence of Heavy-Tailed Noise and Spectral Overlapping of Informative and Non-Informative Impulses. - Jakub Nowicki; Justyna Hebda-Sobkowicz; Radoslaw Zimroz; Agnieszka Wylomanska (Sensors, 2020)

A Simple Condition Monitoring Method for Gearboxes Operating in Impulsive Environments. - Stephan Schmidt 005; Radoslaw Zimroz; Fakher Chaari; P. Stephan Heyns; Mohamed Haddar (Sensors, 2020)

How to detect the cyclostationarity in heavy-tailed distributed signals. - Piotr Kruczek; Radoslaw Zimroz; Agnieszka Wylomanska (Signal Process., 2020)

Importance of Variables in Gearbox Diagnostics Using Random Forests and Ensemble Credits. - Anna M. Bartkowiak; Radoslaw Zimroz (CISIM, 2021)

Application of the Infrared Thermography and Unmanned Ground Vehicle for Rescue Action Support in Underground Mine - The AMICOS Project. - Jaroslaw Szrek; Radoslaw Zimroz; Jacek Wodecki; Anna Michalak; Mateusz Góralczyk; Magdalena Worsa-Kozak (Remote. Sens., 2021)

Damage Detection Based on 3D Point Cloud Data Processing from Laser Scanning of Conveyor Belt Surface. - Pawel Trybala; Jan Blachowski; Ryszard Blazej; Radoslaw Zimroz (Remote. Sens., 2021)

Divergence-Based Segmentation Algorithm for Heavy-Tailed Acoustic Signals with Time-Varying Characteristics. - Aleksandra Grzesiek; Karolina Gasior; Agnieszka Wylomanska; Radoslaw Zimroz (Sensors, 2021)

Model of the Vibration Signal of the Vibrating Sieving Screen Suspension for Condition Monitoring Purposes. - Anna Michalak; Jacek Wodecki; Michal Drozda; Agnieszka Wylomanska; Radoslaw Zimroz (Sensors, 2021)

Accuracy Evaluation of Selected Mobile Inspection Robot Localization Techniques in a GNSS-Denied Environment. - Jaroslaw Szrek; Pawel Trybala; Mateusz Góralczyk; Anna Michalak; Bartlomiej Zietek; Radoslaw Zimroz (Sensors, 2021)

Automated Identification of Overheated Belt Conveyor Idlers in Thermal Images with Complex Backgrounds Using Binary Classification with CNN. - Mohammad Siami Araghi; Tomasz Barszcz; Jacek Wodecki; Radoslaw Zimroz (Sensors, 2022)

Fuzzy Risk-Based Maintenance Strategy with Safety Considerations for the Mining Industry. - Agnieszka Tubis; Sylwia Werbinska-Wojciechowska; Pawel Sliwinski; Radoslaw Zimroz (Sensors, 2022)

Yule-Walker-Based Approaches for Estimation of Noise-Corrupted Periodic Autoregressive Model - Finite- and Infinite-Variance Cases. - Wojciech Zulawinski; Agnieszka Wylomanska; Radoslaw Zimroz (EUSIPCO, 2023)

Non-Negative Matrix Underapproximation as Optimal Frequency Band Selector. - Mateusz Gabor; Rafal Zdunek; Radoslaw Zimroz; Agnieszka Wylomanska (IECON, 2023)

Analysis of Lidar Actuator System Influence on the Quality of Dense 3D Point Cloud Obtained with SLAM. - Pawel Trybala; Jaroslaw Szrek; Blazej Debogórski; Bartlomiej Zietek; Jan Blachowski; Jacek Wodecki; Radoslaw Zimroz (Sensors, 2023)

Identification and validation of periodic autoregressive model with additive noise: finite-variance case. - Wojciech Zulawinski; Aleksandra Grzesiek; Radoslaw Zimroz; Agnieszka Wylomanska (J. Comput. Appl. Math., 2023)

Non-Gaussian feature distribution forecasting based on ConvLSTM neural network and its application to robust machine condition prognosis. - Dawid Szarek; Ireneusz Jablonski; Radoslaw Zimroz; Agnieszka Wylomanska (Expert Syst. Appl., 2023)

Intelligent fault diagnosis of worm gearbox based on adaptive CNN using amended gorilla troop optimization with quantum gate mutation strategy. - Govind Vashishtha; Sumika Chauhan; Surinder Kumar; Rajesh Kumar 011; Radoslaw Zimroz; Anil Kumar 005 (Knowl. Based Syst., 2023)

A quasi-reflected and Gaussian mutated arithmetic optimisation algorithm for global optimisation. - Sumika Chauhan; Govind Vashishtha; Rajesh Kumar 011; Radoslaw Zimroz; Munish Kumar Gupta; Anil Kumar 005 (Inf. Sci., 2024)

Modified Greenwood statistic and its application for statistical testing. - Katarzyna Skowronek; Marek Arendarczyk; Radoslaw Zimroz; Agnieszka Wylomanska (J. Comput. Appl. Math., 2024)

Local damage detection in rolling element bearings based on a single ensemble empirical mode decomposition. - Yaakoub Berrouche; Govind Vashishtha; Sumika Chauhan; Radoslaw Zimroz (Knowl. Based Syst., 2024)

Bearing Damage Detection With Orthogonal and Nonnegative Low-Rank Feature Extraction. - Mateusz Gabor; Rafal Zdunek; Radoslaw Zimroz; Agnieszka Wylomanska (IEEE Trans. Ind. Informatics, 2024)

Advanced Image Analytics for Mobile Robot-Based Condition Monitoring in Hazardous Environments: A Comprehensive Thermal Defect Processing Framework. - Mohammad Siami Araghi; Tomasz Barszcz; Radoslaw Zimroz (Sensors, 2024)

Robust coherent and incoherent statistics for detection of hidden periodicity in models with non-Gaussian additive noise. - Wojciech Zulawinski; Jérôme Antoni; Radoslaw Zimroz; Agnieszka Wylomanska (EURASIP J. Adv. Signal Process., 2024)

Robust correlation measures for informative frequency band selection in heavy-tailed signals. - Justyna Hebda-Sobkowicz; Radoslaw Zimroz; Anil Kumar 005; Agnieszka Wylomanska (Adv. Eng. Informatics, 2025)

Critical challenges and advances in vibration signal processing for non-stationary condition monitoring. - Anil Kumar 005; Agnieszka Wylomanska; Radoslaw Zimroz; Jiawei Xiang; Jérôme Antoni (Adv. Eng. Informatics, 2025)

A modified gamma process for RUL prediction based on data with time-varying heavy-tailed distribution. - Daniel Kuzio; Radoslaw Zimroz; Agnieszka Wylomanska (Inf. Sci., 2025)

Advancing machine fault diagnosis: A detailed examination of convolutional neural networks. - Govind Vashishtha; Sumika Chauhan; Mert Sehri; Justyna Hebda-Sobkowicz; Radoslaw Zimroz; Patrick Dumond; Rajesh Kumar 011 (CoRR, 2025)