Michal Kruk

According to our database, Michal Kruk authored at least 15 papers between 2007 and 2024.

Collaborative distances:

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

2024

Additional Look into GAN-based Augmentation for Deep Learning COVID-19 Image Classification.

Oleksandr Fedoruk, Konrad Klimaszewski, Aleksander Ogonowski, Michal Kruk

CoRR, 2024

2023

Application of Machine Learning Algorithms for Tool Condition Monitoring in Milling Chipboard Process.

Agata Przybys-Malaczek, Izabella Antoniuk, Karol Szymanowski, Michal Kruk, Jaroslaw Kurek

Sensors, July, 2023

Advanced Feature Extraction Methods from Images of Drillings in Melamine Faced Chipboard for Automatic Diagnosis of Drill Wear.

Izabella Antoniuk, Jaroslaw Kurek, Artur Krupa, Grzegorz Wieczorek, Michal Bukowski, Michal Kruk, Albina Jegorowa

Sensors, February, 2023

2021

Multiclass Image Classification Using GANs and CNN Based on Holes Drilled in Laminated Chipboard.

Grzegorz Wieczorek, Marcin Chlebus, Janusz Gajda, Katarzyna Chyrowicz, Kamila Kontna, Michal Korycki, Albina Jegorowa, Michal Kruk

Sensors, 2021

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

A CANoe-Based Approach for Receiving XML Data over the Ethernet.

Marek Drewniak, Marcin Fojcik, Damian Grzechca, Michal Kruk

Proceedings of the Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, 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

Automatic recognition of industrial tools using artificial intelligence approach.

Tomasz Les, Michal Kruk, Stanislaw Osowski

Expert Syst. Appl., 2013

2009

Recognition and classification of colon cells applying the ensemble of classifiers.

Michal Kruk, Stanislaw Osowski, Robert Koktysz

Comput. Biol. Medicine, 2009

2007

Recognition of Colon Cells Using Ensemble of Classifiers.

Michal Kruk, Stanislaw Osowski, Robert Koktysz

Proceedings of the International Joint Conference on Neural Networks, 2007