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Name
Przybył, Krzysztof
Scientific title
dr hab.
ORCID
0000-0002-2535-8370
Faculty
Wydział Nauk o Żywności i Żywieniu
Department
Katedra Mleczarstwa i Inżynierii Procesowej
Publications
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7 results
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2023 - 2025
7
Author
Przybył, Krzysztof
7
Walkowiak, Katarzyna
3
Koszela, Krzysztof
2
Masewicz, Łukasz
2
Baranowska, Hanna Maria
1
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Subject
machine learning
blackcurrant powders
2
classifiers ensembles
2
gray-level co-occurrence matrix (GLCM)
2
spray drying
2
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7
Type
Journal article
7
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1 - 7 of 7
Publication
2023
Interactions of Oleanolic Acid, Apigenin, Rutin, Resveratrol and Ferulic Acid with Phosphatidylcholine Lipid Membranes - A Spectroscopic and Machine Learning Study
Dwiecki, Krzysztof
Przybył, Krzysztof
Dezor, Dobrawa
Bąkowska, Ewa
Rocha, Silvia M.
2
2
Publication
2023
Fruit Powder Analysis Using Machine Learning Based on Color and FTIR-ATR Spectroscopy - Case Study: Blackcurrant Powders
Przybył, Krzysztof
Walkowiak, Katarzyna
Jedlińska, Aleksandra
Samborska, Katarzyna
Masewicz, Łukasz
Biegalski, Jakub
Pawlak, Tomasz
Koszela, Krzysztof
7
7
Publication
2024
Explainable AI: Machine Learning Interpretation in Blackcurrant Powders
Przybył, Krzysztof
54
13
54
13
Publication
2025
Machine Learning in Sensory Analysis of Mead—A Case Study: Ensembles of Classifiers
Przybył, Krzysztof
Cicha-Wojciechowicz Daria
Drabińska, Natalia
Majcher, Małgorzata Anna
20
20
Publication
2024
The Prediction of Pectin Viscosity Using Machine Learning Based on Physical Characteristics—Case Study: Aglupectin HS-MR
Siejak, Przemysław
Przybył, Krzysztof
Masewicz, Łukasz
Walkowiak, Katarzyna
Rezler, Ryszard
Baranowska, Hanna Maria
22
22
Publication
2023
Applications MLP and other methods in artificial intelligence of fruit and vegetable in convective and spray drying
Przybył, Krzysztof
Koszela, Krzysztof
8
8
Publication
2024
Efficiency of Identification of Blackcurrant Powders Using Classifier Ensembles
Przybył, Krzysztof
Walkowiak, Katarzyna
Kowalczewski, Przemysław Łukasz
60
4
60
4