Malgorzata Kretowska

According to our database, Malgorzata Kretowska authored at least 12 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

The Influence of Loss Function on Oblique Survival Tree Induction.

Malgorzata Kretowska, Marek Kretowski

Proceedings of the Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era (ISD2024 Proceedings), 2024

Global Induction of Oblique Survival Trees.

Malgorzata Kretowska, Marek Kretowski

Proceedings of the Computational Science - ICCS 2024, 2024

2022

Oblique Dipolar Tree for Survival Data with Time-Varying Covariates.

Malgorzata Kretowska

Proceedings of the Artificial Intelligence in Medicine, 2022

2020

Oblique Survival Trees in Discrete Event Time Analysis.

Malgorzata Kretowska

IEEE J. Biomed. Health Informatics, 2020

2018

Tree-based models for survival data with competing risks.

Malgorzata Kretowska

Comput. Methods Programs Biomed., 2018

2017

Piecewise-linear criterion functions in oblique survival tree induction.

Malgorzata Kretowska

Artif. Intell. Medicine, 2017

2014

Comparison of Tree-Based Ensembles in Application to Censored Data.

Malgorzata Kretowska

Proceedings of the Artificial Intelligence and Soft Computing, 2014

2012

Competing Risks and Survival Tree Ensemble.

Malgorzata Kretowska

Proceedings of the Artificial Intelligence and Soft Computing, 2012

2010

The Influence of Censoring for the Performance of Survival Tree Ensemble.

Malgorzata Kretowska

Proceedings of the Artifical Intelligence and Soft Computing, 2010

2008

Ensemble of Dipolar Neural Networks in Application to Survival Data.

Malgorzata Kretowska

Proceedings of the Artificial Intelligence and Soft Computing, 2008

2006

Random Forest of Dipolar Trees for Survival Prediction.

Malgorzata Kretowska

Proceedings of the Artificial Intelligence and Soft Computing, 2006

2004

Artificial Neural Networks in Identifying Areas with Homogeneous Survival Time.

Malgorzata Kretowska, Leon Bobrowski

Proceedings of the Artificial Intelligence and Soft Computing, 2004