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Journal Articles
- 2022
[j5]Maciej Piernik
, Dariusz Brzezinski, Pawel Sztromwasser, Klaudia Pacewicz, Weronika Majer-Burman, Michal Gniot, Dawid Sielski, Oleksii Bryzghalov, Alicja Wozna, Pawel Zawadzki:
DBFE: distribution-based feature extraction from structural variants in whole-genome data. Bioinform. 38(19): 4466-4473 (2022)- 2021
- [j4]Maciej Piernik, Tadeusz Morzy:
A study on using data clustering for feature extraction to improve the quality of classification. Knowl. Inf. Syst. 63(7): 1771-1805 (2021) - 2016
- [j3]Maciej Piernik, Dariusz Brzezinski, Tadeusz Morzy:
Clustering XML documents by patterns. Knowl. Inf. Syst. 46(1): 185-212 (2016) - 2015
- [j2]Maciej Piernik, Dariusz Brzezinski, Tadeusz Morzy, Anna Lesniewska:
XML clustering: a review of structural approaches. Knowl. Eng. Rev. 30(3): 297-323 (2015) - [j1]Dariusz Brzezinski, Maciej Piernik:
Structural XML Classification in Concept Drifting Data Streams. New Gener. Comput. 33(4): 345-366 (2015)
Conference and Workshop Papers
- 2022
- [c5]Maciej Piernik, Dariusz Brzezinski, Pawel Zawadzki:
Random Similarity Forests. ECML/PKDD (5) 2022: 53-69 - 2019
- [c4]Maciej Piernik, Joanna Solomiewicz, Arkadiusz Jachnik:
Assessing the Effectiveness of Sequences of Treatments Using Sequential Patterns. AIME 2019: 131-135 - 2017
- [c3]Maciej Piernik, Dariusz Brzezinski, Tadeusz Morzy, Mikolaj Morzy:
Using Network Analysis to Improve Nearest Neighbor Classification of Non-network Data. ISMIS 2017: 105-115 - [c2]Maciej Piernik, Tadeusz Morzy:
Partial Tree-Edit Distance: A Solution to the Default Class Problem in Pattern-Based Tree Classification. PAKDD (2) 2017: 208-219 - 2014
- [c1]Dariusz Brzezinski, Maciej Piernik:
Adaptive XML Stream Classification Using Partial Tree-Edit Distance. ISMIS 2014: 10-19
Informal and Other Publications
- 2022
- [i1]Maciej Piernik, Dariusz Brzezinski, Pawel Zawadzki:
Random Similarity Forests. CoRR abs/2204.05389 (2022)
Coauthor Index
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