Bartosz Swiderski

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 11

Top Topics

Image Recognition

Surface Defects

Discriminatory Power

Texture Characterization

Top Venues

Expert Syst. Appl.

EURASIP J. Image Video Process.

Publications

Michal Bukowski, Jaroslaw Kurek, Bartosz Swiderski, Albina Jegorowa
Custom Loss Functions in XGBoost Algorithm for Enhanced Critical Error Mitigation in Drill-Wear Analysis of Melamine-Faced Chipboard. Sensors 24 (4) (2024)
Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Cezary Chudobinski
Random Ensemble of Extended CNN Structures for Medical Image Recognition. IWANN (1) (2023)
Bartosz Swiderski, Stanislaw Osowski, Grzegorz Gwardys, Jaroslaw Kurek, Monika Slowinska, Iwona Lugowska
Random CNN structure: tool to increase generalization ability in deep learning. EURASIP J. Image Video Process. 2022 (1) (2022)
Bartosz Swiderski, Stanislaw Osowski, Pawel Olszewski, Lukasz Gielata, Monika Slowinska, Iwona Lugowska
Random Deep Neural Network for Melanoma Recognition. IJCNN (2021)
Bartosz Swiderski, Lukasz Gielata, Pawel Olszewski, Stanislaw Osowski, Marcin Kolodziej
Deep neural system for supporting tumor recognition of mammograms using modified GAN. Expert Syst. Appl. 164 (2021)
Jaroslaw Kurek, Izabella Antoniuk, Bartosz Swiderski, Albina Jegorowa, Michal Bukowski
Application of Siamese Networks to the Recognition of the Drill Wear State Based on Images of Drilled Holes. Sensors 20 (23) (2020)
Bartosz Swiderski, Michal Kruk, Grzegorz Wieczorek, Jaroslaw Kurek, Katarzyna Smietanska, Leszek J. Chmielewski, Jaroslaw Górski, Arkadiusz Orlowski
Feature Selection for 'Orange Skin' Type Surface Defect in Furniture Elements. ICAISC (2) (2018)
Sami Dhahbi, Walid Barhoumi, Jaroslaw Kurek, Bartosz Swiderski, Michal Kruk, Ezzeddine Zagrouba
False-positive reduction in computer-aided mass detection using mammographic texture analysis and classification. Comput. Methods Programs Biomed. 160 (2018)
Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Michal Kruk, Iwona Lugowska, Piotr Rutkowski, Walid Barhoumi
Novel methods of image description and ensemble of classifiers in application to mammogram analysis. Expert Syst. Appl. 81 (2017)
Michal Kruk, Bartosz Swiderski, Katarzyna Smietanska, Jaroslaw Kurek, Leszek J. Chmielewski, Jaroslaw Górski, Arkadiusz Orlowski
Detection of 'Orange Skin' Type Surface Defects in Furniture Elements with the Use of Textural Features. CISIM (2017)
Bartosz Swiderski, Stanislaw Osowski, Michal Kruk, Walid Barhoumi
Aggregation of classifiers ensemble using local discriminatory power and quantiles. Expert Syst. Appl. 46 (2016)
Bartosz Swiderski, Stanislaw Osowski, Michal Kruk, Jaroslaw Kurek
Texture characterization based on the Kolmogorov-Smirnov distance. Expert Syst. Appl. 42 (1) (2015)
Michal Kruk, Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Monika Slowinska, Irena Walecka
Melanoma recognition using extended set of descriptors and classifiers. EURASIP J. Image Video Process. 2015 (2015)
Bartosz Swiderski, Jaroslaw Kurek, Stanislaw Osowski
Multistage classification by using logistic regression and neural networks for assessment of financial condition of company. Decis. Support Syst. 52 (2) (2012)
Krzysztof Siwek, Stanislaw Osowski, Bartosz Swiderski, Lukasz Mycka
Prediction of Power Consumption for Small Power Region Using Indexing Approach and Neural Network. ICANN (1) (2010)
Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz
Single-class SVM and directed transfer function approach to the localization of the region containing epileptic focus. Neurocomputing 72 (7-9) (2009)
Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz
Single-class SVM classifier for localization of epileptic focus on the basis of EEG. IJCNN (2008)
Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz
Epileptic Seizure Prediction Using Lyapunov Exponents and Support Vector Machine. ICANNGA (2) (2007)
Bartosz Swiderski, Stanislaw Osowski, Andrzej Rysz
Lyapunov exponent of EEG signal for epileptic seizure characterization. ECCTD (2005)