Jaroslaw Kurek

20 papers Journal 15Unranked 5

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Custom Loss Functions in XGBoost Algorithm for Enhanced Critical Error Mitigation in Drill-Wear Analysis of Melamine-Faced Chipboard. Sensors Michal Bukowski, Jaroslaw Kurek, Bartosz Swiderski, Albina Jegorowa
2024	J	`jnl`	Multiple input CNN architecture for tool state recognition in the milling process based on time series signals. Oper. Res. Decis. Michal Bukowski, Izabella Antoniuk, Karol Szymanowski, Artur Krupa, Jaroslaw Kurek
2023	J	`jnl`	Advanced Feature Extraction Methods from Images of Drillings in Melamine Faced Chipboard for Automatic Diagnosis of Drill Wear. Sensors Izabella Antoniuk, Jaroslaw Kurek, Artur Krupa, Grzegorz Wieczorek, Michal Bukowski, Michal Kruk, Albina Jegorowa
2023	J	`jnl`	Application of Machine Learning Algorithms for Tool Condition Monitoring in Milling Chipboard Process. Sensors Agata Przybys-Malaczek, Izabella Antoniuk, Karol Szymanowski, Michal Kruk, Jaroslaw Kurek
2023	J	`jnl`	Improved Drill State Recognition during Milling Process Using Artificial Intelligence. Sensors Jaroslaw Kurek, Artur Krupa, Izabella Antoniuk, Arlan Akhmet, Ulan Abdiomar, Michal Bukowski, Karol Szymanowski
2023	—	`conf`	Random Ensemble of Extended CNN Structures for Medical Image Recognition. IWANN (1) Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Cezary Chudobinski
2023	J	`jnl`	Vehicle Detection and Recognition Approach in Multi-Scale Traffic Monitoring System via Graph-Based Data Optimization. Sensors Grzegorz Wieczorek, Sheikh Badar ud din Tahir, Israr Akhter, Jaroslaw Kurek
2022	J	`jnl`	Random CNN structure: tool to increase generalization ability in deep learning. EURASIP J. Image Video Process. Bartosz Swiderski, Stanislaw Osowski, Grzegorz Gwardys, Jaroslaw Kurek, Monika Slowinska, Iwona Lugowska
2021	J	`jnl`	Decision Confidence Assessment in Multi-Class Classification. Sensors Michal Bukowski, Jaroslaw Kurek, Izabella Antoniuk, Albina Jegorowa
2020	J	`jnl`	Application of Siamese Networks to the Recognition of the Drill Wear State Based on Images of Drilled Holes. Sensors Jaroslaw Kurek, Izabella Antoniuk, Bartosz Swiderski, Albina Jegorowa, Michal Bukowski
2019	—	`conf`	A Parallel Method of Verifying Solutions for Systems of Two Nonlinear Equations. PPAM (2) Bartlomiej Jacek Kubica, Jaroslaw Kurek
2018	J	`jnl`	False-positive reduction in computer-aided mass detection using mammographic texture analysis and classification. Comput. Methods Programs Biomed. Sami Dhahbi, Walid Barhoumi, Jaroslaw Kurek, Bartosz Swiderski, Michal Kruk, Ezzeddine Zagrouba
2018	—	`conf`	Feature Selection for 'Orange Skin' Type Surface Defect in Furniture Elements. ICAISC (2) Bartosz Swiderski, Michal Kruk, Grzegorz Wieczorek, Jaroslaw Kurek, Katarzyna Smietanska, Leszek J. Chmielewski, Jaroslaw Górski, Arkadiusz Orlowski
2017	—	`conf`	Detection of 'Orange Skin' Type Surface Defects in Furniture Elements with the Use of Textural Features. CISIM Michal Kruk, Bartosz Swiderski, Katarzyna Smietanska, Jaroslaw Kurek, Leszek J. Chmielewski, Jaroslaw Górski, Arkadiusz Orlowski
2017	J	`jnl`	Novel methods of image description and ensemble of classifiers in application to mammogram analysis. Expert Syst. Appl. Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Michal Kruk, Iwona Lugowska, Piotr Rutkowski, Walid Barhoumi
2015	J	`jnl`	Melanoma recognition using extended set of descriptors and classifiers. EURASIP J. Image Video Process. Michal Kruk, Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Monika Slowinska, Irena Walecka
2015	J	`jnl`	Texture characterization based on the Kolmogorov-Smirnov distance. Expert Syst. Appl. Bartosz Swiderski, Stanislaw Osowski, Michal Kruk, Jaroslaw Kurek
2012	J	`jnl`	Multistage classification by using logistic regression and neural networks for assessment of financial condition of company. Decis. Support Syst. Bartosz Swiderski, Jaroslaw Kurek, Stanislaw Osowski
2010	J	`jnl`	Support vector machine for fault diagnosis of the broken rotor bars of squirrel-cage induction motor. Neural Comput. Appl. Jaroslaw Kurek, Stanislaw Osowski
2008	—	`conf`	Support Vector Machine for diagnosis of the bars of cage inductance motor. ICECS Jaroslaw Kurek, Stanislaw Osowski