Magdalena Topczewska

Publication Activity (10 Years)

Years Active: 2003-2019
Publications (10 Years): 3

Top Topics

Data Aggregation

Multiclass Classification

Top Venues

Pattern Anal. Appl.

Publications

Leon Bobrowski, Magdalena Topczewska
Separable Data Aggregation by Layers of Binary Classifiers. ACIIDS (1) (2019)
Leon Bobrowski, Magdalena Topczewska
Dipolar Data Aggregation in the Context of Deep Learning. ICANN (3) (2018)
Pawel Szeszko, Magdalena Topczewska
Empirical Assessment of Performance Measures for Preprocessing Moments in Imbalanced Data Classification Problem. CISIM (2016)
Katarzyna Borowska, Magdalena Topczewska
New Data Level Approach for Imbalanced Data Classification Improvement. CORES (2015)
Leon Bobrowski, Magdalena Topczewska
Linearizing layers of radial binary classifiers with movable centers. Pattern Anal. Appl. 18 (4) (2015)
Leon Bobrowski, Magdalena Topczewska
Separable Linearization of Learning Sets by Ranked Layer of Radial Binary Classifiers. CORES (2013)
Magdalena Topczewska, Kurt Frischmuth
Rank Regression by Projection Method vs Graph-Theoretical Algorithms. CISIM (2008)
Leon Bobrowski, Magdalena Topczewska
Improving the K-NN Classification with the Euclidean Distance Through Linear Data Transformations. ICDM (2004)
Leon Bobrowski, Magdalena Topczewska
Tuning of Diagnosis Support Rules through Visualizing Data Transformations. ISMDA (2003)