Magdalena Topczewska - researchr alias

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Viewing Publication 1 - 12 from 12

2019

Separable Data Aggregation by Layers of Binary ClassifiersLeon Bobrowski, Magdalena Topczewska. aciids 2019: 327-338 [doi]

2018

Dipolar Data Aggregation in the Context of Deep LearningLeon Bobrowski, Magdalena Topczewska. icann 2018: 574-583 [doi]

2016

Empirical Assessment of Performance Measures for Preprocessing Moments in Imbalanced Data Classification ProblemPawel Szeszko, Magdalena Topczewska. cisim 2016: 183-194 [doi]

2015

Linearizing layers of radial binary classifiers with movable centersLeon Bobrowski, Magdalena Topczewska. paa, 18(4):771-781, 2015. [doi]

New Data Level Approach for Imbalanced Data Classification ImprovementKatarzyna Borowska, Magdalena Topczewska. cores 2016: 283-294 [doi]

2013

Separable Linearization of Learning Sets by Ranked Layer of Radial Binary ClassifiersLeon Bobrowski, Magdalena Topczewska. cores 2013: 131-140 [doi]

2008

Pattern Discovery Through Separable Data ProjectionsLeon Bobrowski, Volodymir Mashtalir, Magdalena Topczewska. In Marek Kurzynski, Edward Puchala, Michal Wozniak, Andrzej Zolnierek, editors, Computer Recognition Systems 2. Volume 45 of Advances in Soft Computing, pages 348-355, Springer, 2008. [doi]

Induction of Similarity Measures for Case Based Reasoning Through Separable Data TransformationsLeon Bobrowski, Magdalena Topczewska. In Petra Perner, editor, Case-Based Reasoning on Images and Signals. Volume 73 of Studies in Computational Intelligence, pages 127-148, Springer, 2008. [doi]

Rank Regression by Projection Method vs Graph-Theoretical AlgorithmsMagdalena Topczewska, Kurt Frischmuth. cisim 2008: 44-49 [doi]

Pattern Classification Using Efficient Linear Classifiers with Small Number of WeightsMagdalena Topczewska. In Marek Kurzynski, Edward Puchala, Michal Wozniak, Andrzej Zolnierek, editors, Computer Recognition Systems 2. Volume 45 of Advances in Soft Computing, pages 289-296, Springer, 2008. [doi]

2004

Improving the K-NN Classification with the Euclidean Distance Through Linear Data TransformationsLeon Bobrowski, Magdalena Topczewska. icdm2 2004: 23-32 [doi]

2003

Tuning of Diagnosis Support Rules through Visualizing Data TransformationsLeon Bobrowski, Magdalena Topczewska. ismda 2003: 15-22 [doi]

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