Bartosz Swiderski

20 papers B 2Journal 11Unranked 6
YearRankTypeTitle / 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
2023 — conf
Random Ensemble of Extended CNN Structures for Medical Image Recognition.
IWANN (1)
Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Cezary Chudobinski
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
Deep neural system for supporting tumor recognition of mammograms using modified GAN.
Expert Syst. Appl.
Bartosz Swiderski, Lukasz Gielata, Pawel Olszewski, Stanislaw Osowski, Marcin Kolodziej
2021 B conf
Random Deep Neural Network for Melanoma Recognition.
IJCNN
Bartosz Swiderski, Stanislaw Osowski, Pawel Olszewski, Lukasz Gielata, Monika Slowinska, Iwona Lugowska
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
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
2016 J jnl
Aggregation of classifiers ensemble using local discriminatory power and quantiles.
Expert Syst. Appl.
Bartosz Swiderski, Stanislaw Osowski, Michal Kruk, 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
2013 — ch.
Study of Dynamics of Atmospheric Pollution and Its Association with Environmental Parameters.
Selected Topics in Nonlinear Dynamics and Theoretical Electrical Engineering
Krzysztof Siwek, Stanislaw Osowski, Bartosz Swiderski
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 — conf
Prediction of Power Consumption for Small Power Region Using Indexing Approach and Neural Network.
ICANN (1)
Krzysztof Siwek, Stanislaw Osowski, Bartosz Swiderski, Lukasz Mycka
2009 J jnl
Single-class SVM and directed transfer function approach to the localization of the region containing epileptic focus.
Neurocomputing
Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz
2008 B conf
Single-class SVM classifier for localization of epileptic focus on the basis of EEG.
IJCNN
Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz
2007 — conf
Epileptic Seizure Prediction Using Lyapunov Exponents and Support Vector Machine.
ICANNGA (2)
Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz
2005 — conf
Lyapunov exponent of EEG signal for epileptic seizure characterization.
ECCTD
Bartosz Swiderski, Stanislaw Osowski, Andrzej Rysz