Alicja Gosiewska
Alicja Gosiewska
Why R? Foundation
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Cited by
Cited by
Transparency, auditability, and explainability of machine learning models in credit scoring
M Bücker, G Szepannek, A Gosiewska, P Biecek
Journal of the Operational Research Society 73 (1), 70-90, 2022
Do not trust additive explanations
A Gosiewska, P Biecek
arXiv preprint arXiv:1903.11420, 2019
Simpler is better: Lifting interpretability-performance trade-off via automated feature engineering
A Gosiewska, A Kozak, P Biecek
Decision Support Systems 150, 113556, 2021
Models in the wild: On corruption robustness of neural nlp systems
B Rychalska, D Basaj, A Gosiewska, P Biecek
Neural Information Processing: 26th International Conference, ICONIP 2019 …, 2019
Landscape of R packages for eXplainable Artificial Intelligence
S Maksymiuk, A Gosiewska, P Biecek
arXiv preprint arXiv:2009.13248, 2020
auditor: an R Package for Model-Agnostic Visual Validation and Diagnostics
A Gosiewska, P Biecek
The R Journal 11 (2), 85--98, 2019
Enabling machine learning algorithms for credit scoring--explainable artificial intelligence (XAI) methods for clear understanding complex predictive models
P Biecek, M Chlebus, J Gajda, A Gosiewska, A Kozak, D Ogonowski, ...
arXiv preprint arXiv:2104.06735, 2021
Interpretable meta-measure for model performance
A Gosiewska, K Woźnica, P Biecek
Nature Machine Intelligence 4 (9), 792-800, 2022
Outcomes of the two generations of bioresorbable scaffolds (Magmaris vs. Absorb) in acute coronary syndrome in routine clinical practice
P Rola, A Włodarczak, M Łanocha, M Barycki, M Szudrowicz, JJ Kulczycki, ...
Cardiology Journal 30 (6), 870-880, 2023
The 1-year safety and efficacy outcomes of Magmaris, novel magnesium bioresorbable vascular scaffolds in diabetes mellitus patients with acute coronary syndrome
A Włodarczak, M Łanocha, M Szudrowicz, M Barycki, A Gosiewska, ...
Journal of Clinical Medicine 10 (14), 3166, 2021
Sex differences in the clinical features and outcomes of patients with acute coronary syndrome treated with two generations (absorb and Magmaris) of bioresorbable vascular …
A Włodarczak, P Rola, M Szudrowicz, M Łanocha, M Barycki, JJ Kulczycki, ...
Journal of Clinical Medicine 10 (17), 3768, 2021
Local model: LIME-based explanations with interpretable inputs based on ceteris paribus profiles
M Staniak, P Biecek, K Igras, A Gosiewska
R package version 0.3, 2019
countfitteR: efficient selection of count distributions to assess DNA damage
J Chilimoniuk, A Gosiewska, J Słowik, RP Weiss, M Deckert, S Rödiger, ...
Annals of Translational Medicine 9 (7), 2021
survxai: an R package for structure-agnostic explanations of survival models
A Grudziaz, A Gosiewska, P Biecek
Journal of Open Source Software 3 (31), 961, 2018
Seeking a Sufficient Data Volume for Railway Infrastructure Component Detection with Computer Vision Models
A Gosiewska, Z Baran, M Baran, T Rutkowski
Sensors 23 (18), 7776, 2023
3D-printed custom ossicular prosthesis–methodology of design and LDV measurements in a cadaver study
J Sokołowski, A Orłowski, M Lachowska, A Gosiewska, P Biecek, ...
Polish Journal of Otolaryngology 77 (3), 12-19, 2023
Drgania protezek kosteczek słuchowych wykonanych indywidualnie w technice 3D–analiza ilościowa z wykorzystaniem laserowej wibrometrii Dopplera
J Sokołowski, A Orłowski, R Bartoszewicz, M Lachowska, A Gosiewska, ...
Otolaryngologia Polska 77 (6), 23-30, 2023
Quantitative analysis of 3D-printed custom ossicular prostheses motion using laser Doppler vibrometry
J Sokołowski, A Orłowski, R Bartoszewicz, M Lachowska, A Gosiewska, ...
Polish Journal of Otolaryngology 77 (6), 23-30, 2023
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