Explainable Machine Learning for Modeling of Early Postoperative Mortality in Lung Cancer. - Katarzyna Kobylinska; Tomasz Mikolajczyk; Mariusz Adamek; Tadeusz Orlowski; Przemyslaw Biecek (KR4HC/ProHealth/TEAAM@AIME, 2019)

Application of Hierarchical Spatial Autoregressive Models to Develop Land Value Maps in Urbanized Areas. - Radoslaw Cellmer; Katarzyna Kobylinska; Miroslaw Belej (ISPRS Int. J. Geo Inf., 2019)

Modelling and Simulation of Selected Real Estate Market Spatial Phenomena. - Katarzyna Kobylinska; Radoslaw Cellmer (ISPRS Int. J. Geo Inf., 2019)

Exploration of Rashomon Set Assists Explanations for Medical Data. - Katarzyna Kobylinska; Mateusz Krzyzinski; Rafal Machowicz; Mariusz Adamek; Przemyslaw Biecek (CoRR, 2023)

Exploration of the Rashomon Set Assists Trustworthy Explanations for Medical Data. - Katarzyna Kobylinska; Mateusz Krzyzinski; Rafal Machowicz; Mariusz Adamek; Przemyslaw Biecek (IEEE J. Biomed. Health Informatics, 2024)