Transient Anomaly Detection Using Gaussian Process Depth Analysis. - Jerzy Baranowski; Adrian Dudek; Rafal Mularczyk (MMAR, 2021)

Recognizing Commutator Motors Fault from Acoustics Signals Using Bayesian Functional Data Depth. - Waldemar Bauer; Adrian Dudek; Jerzy Baranowski (MMAR, 2022)

Chebyshev Polynomials for Efficient Gaussian Process Computation. - Adrian Dudek; Jerzy Baranowski (MMAR, 2023)

Spatial modelling of virus transfer and exposure using Bayesian inference with Integrated Nested Laplace Approximation. - Andrzej Nescior; Adrian Dudek; Waldemar Bauer; Jerzy Baranowski (MMAR, 2023)

Comparison of Data Depth Calculation Method for Fault Detection in Electric Signal. - Waldemar Bauer; Adrian Dudek; Jerzy Baranowski (PCC (2), 2023)

Mixture Based Classifier Using Gaussian Processes for Induction Motor Diagnosis. - Adrian Dudek; Kacper Jarzyna; Jerzy Baranowski (IECON, 2024)

Feature Evaluation for the Purpose of Biofouling Diagnostics in Tidal Turbines. - Waldemar Bauer; Adrian Dudek; Bartlomiej Gaweda; Jerzy Baranowski; Mohamed Benbouzid 001 (MMAR, 2024)