New Data Level Approach for Imbalanced Data Classification Improvement. - Katarzyna Borowska; Magdalena Topczewska (CORES, 2015)

Imbalanced Data Classification: A Novel Re-sampling Approach Combining Versatile Improved SMOTE and Rough Sets. - Katarzyna Borowska; Jaroslaw Stepaniuk (CISIM, 2016)

Rough Sets in Imbalanced Data Problem: Improving Re-sampling Process. - Katarzyna Borowska; Jaroslaw Stepaniuk (CISIM, 2017)

Granular Computing and Parameters Tuning in Imbalanced Data Preprocessing. - Katarzyna Borowska; Jaroslaw Stepaniuk (CISIM, 2018)

A rough-granular approach to the imbalanced data classification problem. - Katarzyna Borowska; Jaroslaw Stepaniuk (Appl. Soft Comput., 2019)

Rough-Granular Approach in Imbalanced Bankruptcy Data Analysis. - Katarzyna Borowska; Jaroslaw Stepaniuk (KES, 2022)