Word Embeddings Versus LDA for Topic Assignment in Documents. - Joanna Jedrzejowicz; Magdalena Zakrzewska (ICCCI (2), 2017)

Applying Map-Reduce to imbalanced data classification. - Joanna Jedrzejowicz; Jakub Neumann; Piotr Synowczyk; Magdalena Zakrzewska (INISTA, 2017)

Imbalanced data classification using MapReduce and relief. - Joanna Jedrzejowicz; Robert Kostrzewski; Jakub Neumann; Magdalena Zakrzewska (J. Inf. Telecommun., 2018)

Text Classification Using LDA-W2V Hybrid Algorithm. - Joanna Jedrzejowicz; Magdalena Zakrzewska (KES-IDT (1), 2019)