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Marcin Chlebus

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2020 – today

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2024
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  - journals/corr/abs-2405-08658
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  - https://dblp.org/rec/journals/corr/abs-2405-08658
Mateusz Cedro, Marcin Chlebus:
Beyond the Black Box: Do More Complex Models Provide Superior XAI Explanations? CoRR abs/2405.08658 (2024)
2022
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  - journals/entropy/ChroscickiC22
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Daniel Chroscicki, Marcin Chlebus:
The Advantage of Case-Tailored Information Metrics for the Development of Predictive Models, Calculated Profit in Credit Scoring. Entropy 24(9): 1218 (2022)
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  - journals/sensors/GajdaC22
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Stanislaw Gajda, Marcin Chlebus:
A Probability-Based Models Ranking Approach: An Alternative Method of Machine-Learning Model Performance Assessment. Sensors 22(17): 6361 (2022)
2021
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  - journals/sensors/WieczorekCGCKKJ21
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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)
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  - journals/corr/abs-2104-06735
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Przemyslaw Biecek, Marcin Chlebus, Janusz Gajda, Alicja Gosiewska, Anna Kozak, Dominik Ogonowski, Jakub Sztachelski, Piotr Wojewnik:
Enabling Machine Learning Algorithms for Credit Scoring - Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models. CoRR abs/2104.06735 (2021)

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