Marcin Chlebus

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Multiclass Learning

Generalized Discriminant Analysis

Predictive Model

Top Venues

Publications

Mateusz Cedro, Marcin Chlebus
Beyond the Black Box: Do More Complex Models Provide Superior XAI Explanations? CoRR (2024)
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) (2022)
Stanislaw Gajda, Marcin Chlebus
A Probability-Based Models Ranking Approach: An Alternative Method of Machine-Learning Model Performance Assessment. Sensors 22 (17) (2022)
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 (2021)
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)