Magdalena Topczewska

According to our database, Magdalena Topczewska authored at least 12 papers between 2003 and 2019.

Collaborative distances:

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

2019

Separable Data Aggregation by Layers of Binary Classifiers.

Leon Bobrowski, Magdalena Topczewska

Proceedings of the Intelligent Information and Database Systems - 11th Asian Conference, 2019

2018

Dipolar Data Aggregation in the Context of Deep Learning.

Leon Bobrowski, Magdalena Topczewska

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2016

Empirical Assessment of Performance Measures for Preprocessing Moments in Imbalanced Data Classification Problem.

Pawel Szeszko, Magdalena Topczewska

Proceedings of the Computer Information Systems and Industrial Management, 2016

2015

Linearizing layers of radial binary classifiers with movable centers.

Leon Bobrowski, Magdalena Topczewska

Pattern Anal. Appl., 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

2013

Separable Linearization of Learning Sets by Ranked Layer of Radial Binary Classifiers.

Leon Bobrowski, Magdalena Topczewska

Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

2008

Induction of Similarity Measures for Case Based Reasoning Through Separable Data Transformations.

Leon Bobrowski, Magdalena Topczewska

Proceedings of the Case-Based Reasoning on Images and Signals, 2008

Pattern Classification Using Efficient Linear Classifiers with Small Number of Weights.

Magdalena Topczewska

Proceedings of the Computer Recognition Systems 2, 2008

Pattern Discovery Through Separable Data Projections.

Leon Bobrowski, Volodymir Mashtalir, Magdalena Topczewska

Proceedings of the Computer Recognition Systems 2, 2008

Rank Regression by Projection Method vs Graph-Theoretical Algorithms.

Magdalena Topczewska, Kurt Frischmuth

Proceedings of the 7th International Conference on Computer Information Systems and Industrial Management Applications, 2008

2004

Improving the K-NN Classification with the Euclidean Distance Through Linear Data Transformations.

Leon Bobrowski, Magdalena Topczewska

Proceedings of the Advances in Data Mining, 2004

2003

Tuning of Diagnosis Support Rules through Visualizing Data Transformations.

Leon Bobrowski, Magdalena Topczewska

Proceedings of the Medical Data Analysis, 4th International Symposium, 2003