Tuning of Diagnosis Support Rules through Visualizing Data Transformations. - Leon Bobrowski; Magdalena Topczewska (ISMDA, 2003)

Improving the K-NN Classification with the Euclidean Distance Through Linear Data Transformations. - Leon Bobrowski; Magdalena Topczewska (ICDM, 2004)

Rank Regression by Projection Method vs Graph-Theoretical Algorithms. - Magdalena Topczewska; Kurt Frischmuth (CISIM, 2008)

Pattern Discovery Through Separable Data Projections. - Leon Bobrowski; Volodymir Mashtalir; Magdalena Topczewska (Computer Recognition Systems 2, 2008)

Pattern Classification Using Efficient Linear Classifiers with Small Number of Weights. - Magdalena Topczewska (Computer Recognition Systems 2, 2008)

Induction of Similarity Measures for Case Based Reasoning Through Separable Data Transformations. - Leon Bobrowski; Magdalena Topczewska (Case-Based Reasoning on Images and Signals, 2008)

Separable Linearization of Learning Sets by Ranked Layer of Radial Binary Classifiers. - Leon Bobrowski; Magdalena Topczewska (CORES, 2013)

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

Linearizing layers of radial binary classifiers with movable centers. - Leon Bobrowski; Magdalena Topczewska (Pattern Anal. Appl., 2015)

Empirical Assessment of Performance Measures for Preprocessing Moments in Imbalanced Data Classification Problem. - Pawel Szeszko; Magdalena Topczewska (CISIM, 2016)

Dipolar Data Aggregation in the Context of Deep Learning. - Leon Bobrowski; Magdalena Topczewska (ICANN (3), 2018)

Separable Data Aggregation by Layers of Binary Classifiers. - Leon Bobrowski; Magdalena Topczewska (ACIIDS (1), 2019)