Support Vector Machine for diagnosis of the bars of cage inductance motor. - Jaroslaw Kurek; Stanislaw Osowski (ICECS, 2008)

Support vector machine for fault diagnosis of the broken rotor bars of squirrel-cage induction motor. - Jaroslaw Kurek; Stanislaw Osowski (Neural Comput. Appl., 2010)

Multistage classification by using logistic regression and neural networks for assessment of financial condition of company. - Bartosz Swiderski; Jaroslaw Kurek; Stanislaw Osowski (Decis. Support Syst., 2012)

Melanoma recognition using extended set of descriptors and classifiers. - Michal Kruk; Bartosz Swiderski; Stanislaw Osowski; Jaroslaw Kurek; Monika Slowinska; Irena Walecka (EURASIP J. Image Video Process., 2015)

Texture characterization based on the Kolmogorov-Smirnov distance. - Bartosz Swiderski; Stanislaw Osowski; Michal Kruk; Jaroslaw Kurek (Expert Syst. Appl., 2015)

Detection of 'Orange Skin' Type Surface Defects in Furniture Elements with the Use of Textural Features. - Michal Kruk; Bartosz Swiderski; Katarzyna Smietanska; Jaroslaw Kurek; Leszek J. Chmielewski; Jaroslaw Górski; Arkadiusz Orlowski (CISIM, 2017)

Novel methods of image description and ensemble of classifiers in application to mammogram analysis. - Bartosz Swiderski; Stanislaw Osowski; Jaroslaw Kurek; Michal Kruk; Iwona Lugowska; Piotr Rutkowski; Walid Barhoumi (Expert Syst. Appl., 2017)

Feature Selection for 'Orange Skin' Type Surface Defect in Furniture Elements. - Bartosz Swiderski; Michal Kruk; Grzegorz Wieczorek; Jaroslaw Kurek; Katarzyna Smietanska; Leszek J. Chmielewski; Jaroslaw Górski; Arkadiusz Orlowski (ICAISC (2), 2018)

False-positive reduction in computer-aided mass detection using mammographic texture analysis and classification. - Sami Dhahbi; Walid Barhoumi; Jaroslaw Kurek; Bartosz Swiderski; Michal Kruk; Ezzeddine Zagrouba (Comput. Methods Programs Biomed., 2018)

A Parallel Method of Verifying Solutions for Systems of Two Nonlinear Equations. - Bartlomiej Jacek Kubica; Jaroslaw Kurek (PPAM (2), 2019)

Application of Siamese Networks to the Recognition of the Drill Wear State Based on Images of Drilled Holes. - Jaroslaw Kurek; Izabella Antoniuk; Bartosz Swiderski; Albina Jegorowa; Michal Bukowski (Sensors, 2020)

Decision Confidence Assessment in Multi-Class Classification. - Michal Bukowski; Jaroslaw Kurek; Izabella Antoniuk; Albina Jegorowa (Sensors, 2021)

Random CNN structure: tool to increase generalization ability in deep learning. - Bartosz Swiderski; Stanislaw Osowski; Grzegorz Gwardys; Jaroslaw Kurek; Monika Slowinska; Iwona Lugowska (EURASIP J. Image Video Process., 2022)

Random Ensemble of Extended CNN Structures for Medical Image Recognition. - Bartosz Swiderski; Stanislaw Osowski; Jaroslaw Kurek; Cezary Chudobinski (IWANN (1), 2023)

Improved Drill State Recognition during Milling Process Using Artificial Intelligence. - Jaroslaw Kurek; Artur Krupa; Izabella Antoniuk; Arlan Akhmet; Ulan Abdiomar; Michal Bukowski; Karol Szymanowski (Sensors, 2023)

Advanced Feature Extraction Methods from Images of Drillings in Melamine Faced Chipboard for Automatic Diagnosis of Drill Wear. - Izabella Antoniuk; Jaroslaw Kurek; Artur Krupa; Grzegorz Wieczorek; Michal Bukowski; Michal Kruk; Albina Jegorowa (Sensors, 2023)

Vehicle Detection and Recognition Approach in Multi-Scale Traffic Monitoring System via Graph-Based Data Optimization. - Grzegorz Wieczorek; Sheikh Badar ud din Tahir; Israr Akhter; Jaroslaw Kurek (Sensors, 2023)

Application of Machine Learning Algorithms for Tool Condition Monitoring in Milling Chipboard Process. - Agata Przybys-Malaczek; Izabella Antoniuk; Karol Szymanowski; Michal Kruk; Jaroslaw Kurek (Sensors, 2023)

Multiple input CNN architecture for tool state recognition in the milling process based on time series signals. - Michal Bukowski; Izabella Antoniuk; Karol Szymanowski; Artur Krupa; Jaroslaw Kurek (Oper. Res. Decis., 2024)

Custom Loss Functions in XGBoost Algorithm for Enhanced Critical Error Mitigation in Drill-Wear Analysis of Melamine-Faced Chipboard. - Michal Bukowski; Jaroslaw Kurek; Bartosz Swiderski; Albina Jegorowa (Sensors, 2024)