Malgorzata Kretowska

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 5

Top Topics

Regression Trees

Dynamical Systems

Top Venues

Artif. Intell. Medicine

IEEE J. Biomed. Health Informatics

Comput. Methods Programs Biomed.

Publications

Malgorzata Kretowska, Marek Kretowski
Global Induction of Oblique Survival Trees. ICCS (4) (2024)
Malgorzata Kretowska
Oblique Dipolar Tree for Survival Data with Time-Varying Covariates. AIME (2022)
Malgorzata Kretowska
Oblique Survival Trees in Discrete Event Time Analysis. IEEE J. Biomed. Health Informatics 24 (1) (2020)
Malgorzata Kretowska
Tree-based models for survival data with competing risks. Comput. Methods Programs Biomed. 159 (2018)
Malgorzata Kretowska
Piecewise-linear criterion functions in oblique survival tree induction. Artif. Intell. Medicine 75 (2017)
Malgorzata Kretowska
Comparison of Tree-Based Ensembles in Application to Censored Data. ICAISC (1) (2014)
Malgorzata Kretowska
Competing Risks and Survival Tree Ensemble. ICAISC (1) (2012)
Malgorzata Kretowska
The Influence of Censoring for the Performance of Survival Tree Ensemble. ICAISC (2) (2010)
Malgorzata Kretowska
Ensemble of Dipolar Neural Networks in Application to Survival Data. ICAISC (2008)
Malgorzata Kretowska
Random Forest of Dipolar Trees for Survival Prediction. ICAISC (2006)
Malgorzata Kretowska, Leon Bobrowski
Artificial Neural Networks in Identifying Areas with Homogeneous Survival Time. ICAISC (2004)