Michal Kruk

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 12

Top Topics

Machine Learning

Discriminatory Power

Texture Characterization

Digitized Mammograms

Top Venues

Expert Syst. Appl.

Publications

Oleksandr Fedoruk, Konrad Klimaszewski, Aleksander Ogonowski, Michal Kruk
Additional Look into GAN-based Augmentation for Deep Learning COVID-19 Image Classification. CoRR (2024)
Agata Przybys-Malaczek, Izabella Antoniuk, Karol Szymanowski, Michal Kruk, Jaroslaw Kurek
Application of Machine Learning Algorithms for Tool Condition Monitoring in Milling Chipboard Process. Sensors 23 (13) (2023)
Izabella Antoniuk, Jaroslaw Kurek, Artur Krupa, Grzegorz Wieczorek, Michal Bukowski, Michal Kruk, Albina Jegorowa
Advanced Feature Extraction Methods from Images of Drillings in Melamine Faced Chipboard for Automatic Diagnosis of Drill Wear. Sensors 23 (3) (2023)
Grzegorz Wieczorek, Marcin Chlebus, Janusz Gajda, Katarzyna Chyrowicz, Kamila Kontna, Michal Korycki, Albina Jegorowa, Michal Kruk
Multiclass Image Classification Using GANs and CNN Based on Holes Drilled in Laminated Chipboard. Sensors 21 (23) (2021)
Marek Drewniak, Marcin Fojcik, Damian Grzechca, Michal Kruk
A CANoe-Based Approach for Receiving XML Data over the Ethernet. BDAS (2018)
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)
Tomasz Les, Michal Kruk, Stanislaw Osowski
Automatic recognition of industrial tools using artificial intelligence approach. Expert Syst. Appl. 40 (12) (2013)
Michal Kruk, Stanislaw Osowski, Robert Koktysz
Recognition and classification of colon cells applying the ensemble of classifiers. Comput. Biol. Medicine 39 (2) (2009)
Michal Kruk, Stanislaw Osowski, Robert Koktysz
Recognition of Colon Cells Using Ensemble of Classifiers. IJCNN (2007)