Katarzyna Borowska

According to our database, Katarzyna Borowska authored at least 6 papers between 2015 and 2022.

Collaborative distances:

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

2022

Rough-Granular Approach in Imbalanced Bankruptcy Data Analysis.

Katarzyna Borowska, Jaroslaw Stepaniuk

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

2019

A rough-granular approach to the imbalanced data classification problem.

Katarzyna Borowska, Jaroslaw Stepaniuk

Appl. Soft Comput., 2019

2018

Granular Computing and Parameters Tuning in Imbalanced Data Preprocessing.

Katarzyna Borowska, Jaroslaw Stepaniuk

Proceedings of the Computer Information Systems and Industrial Management, 2018

2017

Rough Sets in Imbalanced Data Problem: Improving Re-sampling Process.

Katarzyna Borowska, Jaroslaw Stepaniuk

Proceedings of the Computer Information Systems and Industrial Management, 2017

2016

Imbalanced Data Classification: A Novel Re-sampling Approach Combining Versatile Improved SMOTE and Rough Sets.

Katarzyna Borowska, Jaroslaw Stepaniuk

Proceedings of the Computer Information Systems and Industrial Management, 2016

2015

New Data Level Approach for Imbalanced Data Classification Improvement.

Katarzyna Borowska, Magdalena Topczewska

Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015