Adaptive XML Stream Classification Using Partial Tree-Edit Distance. - Dariusz Brzezinski; Maciej Piernik (ISMIS, 2014)

XML clustering: a review of structural approaches. - Maciej Piernik; Dariusz Brzezinski; Tadeusz Morzy; Anna Lesniewska (Knowl. Eng. Rev., 2015)

Structural XML Classification in Concept Drifting Data Streams. - Dariusz Brzezinski; Maciej Piernik (New Gener. Comput., 2015)

Clustering XML documents by patterns. - Maciej Piernik; Dariusz Brzezinski; Tadeusz Morzy (Knowl. Inf. Syst., 2016)

Using Network Analysis to Improve Nearest Neighbor Classification of Non-network Data. - Maciej Piernik; Dariusz Brzezinski; Tadeusz Morzy; Mikolaj Morzy (ISMIS, 2017)

Partial Tree-Edit Distance: A Solution to the Default Class Problem in Pattern-Based Tree Classification. - Maciej Piernik; Tadeusz Morzy (PAKDD (2), 2017)

Assessing the Effectiveness of Sequences of Treatments Using Sequential Patterns. - Maciej Piernik; Joanna Solomiewicz; Arkadiusz Jachnik (AIME, 2019)

A study on using data clustering for feature extraction to improve the quality of classification. - Maciej Piernik; Tadeusz Morzy (Knowl. Inf. Syst., 2021)

Random Similarity Forests. - Maciej Piernik; Dariusz Brzezinski; Pawel Zawadzki (ECML/PKDD (5), 2022)

DBFE: distribution-based feature extraction from structural variants in whole-genome data. - Maciej Piernik; Dariusz Brzezinski; Pawel Sztromwasser; Klaudia Pacewicz; Weronika Majer-Burman; Michal Gniot; Dawid Sielski; Oleksii Bryzghalov; Alicja Wozna; Pawel Zawadzki (Bioinform., 2022)