Bartosz Swiderski

According to our database, Bartosz Swiderski authored at least 20 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, February, 2024

2023

Random Ensemble of Extended CNN Structures for Medical Image Recognition.

Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Cezary Chudobinski

Proceedings of the Advances in Computational Intelligence, 2023

2022

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

2021

Deep neural system for supporting tumor recognition of mammograms using modified GAN.

Bartosz Swiderski, Lukasz Gielata, Pawel Olszewski, Stanislaw Osowski, Marcin Kolodziej

Expert Syst. Appl., 2021

Random Deep Neural Network for Melanoma Recognition.

Bartosz Swiderski, Stanislaw Osowski, Pawel Olszewski, Lukasz Gielata, Monika Slowinska, Iwona Lugowska

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

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

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

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

Proceedings of the Artificial Intelligence and Soft Computing, 2018

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

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

Proceedings of the Computer Information Systems and Industrial Management, 2017

2016

Aggregation of classifiers ensemble using local discriminatory power and quantiles.

Bartosz Swiderski, Stanislaw Osowski, Michal Kruk, Walid Barhoumi

Expert Syst. Appl., 2016

2015

Texture characterization based on the Kolmogorov-Smirnov distance.

Bartosz Swiderski, Stanislaw Osowski, Michal Kruk, Jaroslaw Kurek

Expert Syst. Appl., 2015

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

2013

Study of Dynamics of Atmospheric Pollution and Its Association with Environmental Parameters.

Krzysztof Siwek, Stanislaw Osowski, Bartosz Swiderski

Proceedings of the Selected Topics in Nonlinear Dynamics and Theoretical Electrical Engineering, 2013

2012

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

2010

Prediction of Power Consumption for Small Power Region Using Indexing Approach and Neural Network.

Krzysztof Siwek, Stanislaw Osowski, Bartosz Swiderski, Lukasz Mycka

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

2009

Single-class SVM and directed transfer function approach to the localization of the region containing epileptic focus.

Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz

Neurocomputing, 2009

2008

Single-class SVM classifier for localization of epileptic focus on the basis of EEG.

Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz

Proceedings of the International Joint Conference on Neural Networks, 2008

2007

Epileptic Seizure Prediction Using Lyapunov Exponents and Support Vector Machine.

Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

2005

Lyapunov exponent of EEG signal for epileptic seizure characterization.

Bartosz Swiderski, Stanislaw Osowski, Andrzej Rysz

Proceedings of the 2005 European Conference on Circuit Theory and Design, 2005