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Michal Kruk
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Journal Articles
- 2023
- [j10]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): 1109 (2023) - [j9]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): 5850 (2023) - 2021
- [j8]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): 8077 (2021) - 2018
- [j7]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: 75-83 (2018) - 2017
- [j6]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: 67-78 (2017) - 2016
- [j5]Bartosz Swiderski
, Stanislaw Osowski
, Michal Kruk
, Walid Barhoumi
:
Aggregation of classifiers ensemble using local discriminatory power and quantiles. Expert Syst. Appl. 46: 316-323 (2016) - 2015
- [j4]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: 43 (2015) - [j3]Bartosz Swiderski
, Stanislaw Osowski
, Michal Kruk
, Jaroslaw Kurek
:
Texture characterization based on the Kolmogorov-Smirnov distance. Expert Syst. Appl. 42(1): 503-509 (2015) - 2013
- [j2]Tomasz Les
, Michal Kruk
, Stanislaw Osowski
:
Automatic recognition of industrial tools using artificial intelligence approach. Expert Syst. Appl. 40(12): 4777-4784 (2013) - 2009
- [j1]Michal Kruk
, Stanislaw Osowski
, Robert Koktysz:
Recognition and classification of colon cells applying the ensemble of classifiers. Comput. Biol. Medicine 39(2): 156-165 (2009)
Conference and Workshop Papers
- 2018
- [c4]Marek Drewniak, Marcin Fojcik
, Damian Grzechca
, Michal Kruk:
A CANoe-Based Approach for Receiving XML Data over the Ethernet. BDAS 2018: 421-431 - [c3]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: 81-91 - 2017
- [c2]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: 402-411 - 2007
- [c1]Michal Kruk
, Stanislaw Osowski
, Robert Koktysz:
Recognition of Colon Cells Using Ensemble of Classifiers. IJCNN 2007: 288-293
Informal and Other Publications
- 2024
- [i1]Oleksandr Fedoruk, Konrad Klimaszewski
, Aleksander Ogonowski, Michal Kruk:
Additional Look into GAN-based Augmentation for Deep Learning COVID-19 Image Classification. CoRR abs/2401.14705 (2024)
Coauthor Index
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