Artificial Neural Networks in Identifying Areas with Homogeneous Survival Time. - Malgorzata Kretowska; Leon Bobrowski (ICAISC, 2004)

Random Forest of Dipolar Trees for Survival Prediction. - Malgorzata Kretowska (ICAISC, 2006)

Ensemble of Dipolar Neural Networks in Application to Survival Data. - Malgorzata Kretowska (ICAISC, 2008)

The Influence of Censoring for the Performance of Survival Tree Ensemble. - Malgorzata Kretowska (ICAISC (2), 2010)

Competing Risks and Survival Tree Ensemble. - Malgorzata Kretowska (ICAISC (1), 2012)

Comparison of Tree-Based Ensembles in Application to Censored Data. - Malgorzata Kretowska (ICAISC (1), 2014)

Piecewise-linear criterion functions in oblique survival tree induction. - Malgorzata Kretowska (Artif. Intell. Medicine, 2017)

Tree-based models for survival data with competing risks. - Malgorzata Kretowska (Comput. Methods Programs Biomed., 2018)

Oblique Survival Trees in Discrete Event Time Analysis. - Malgorzata Kretowska (IEEE J. Biomed. Health Informatics, 2020)

Oblique Dipolar Tree for Survival Data with Time-Varying Covariates. - Malgorzata Kretowska (AIME, 2022)

Global Induction of Oblique Survival Trees. - Malgorzata Kretowska; Marek Kretowski (ICCS (4), 2024)

The Influence of Loss Function on Oblique Survival Tree Induction. - Malgorzata Kretowska; Marek Kretowski (ISD, 2024)

Evolutionary induced survival trees for medical prognosis assessment. - Malgorzata Kretowska; Marek Kretowski (Appl. Soft Comput., 2025)