Katarzyna Borowska

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 5

Top Topics

Rough Set Theory

Imbalanced Data

Class Distribution

Top Venues

Appl. Soft Comput.

Publications

Katarzyna Borowska, Jaroslaw Stepaniuk
Rough-Granular Approach in Imbalanced Bankruptcy Data Analysis. KES (2022)
Katarzyna Borowska, Jaroslaw Stepaniuk
A rough-granular approach to the imbalanced data classification problem. Appl. Soft Comput. 83 (2019)
Katarzyna Borowska, Jaroslaw Stepaniuk
Granular Computing and Parameters Tuning in Imbalanced Data Preprocessing. CISIM (2018)
Katarzyna Borowska, Jaroslaw Stepaniuk
Rough Sets in Imbalanced Data Problem: Improving Re-sampling Process. CISIM (2017)
Katarzyna Borowska, Jaroslaw Stepaniuk
Imbalanced Data Classification: A Novel Re-sampling Approach Combining Versatile Improved SMOTE and Rough Sets. CISIM (2016)
Katarzyna Borowska, Magdalena Topczewska
New Data Level Approach for Imbalanced Data Classification Improvement. CORES (2015)