Maciej Piernik

According to our database, Maciej Piernik authored at least 10 papers between 2014 and 2022.

Collaborative distances:

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

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

Random Similarity Forests.

Maciej Piernik, Dariusz Brzezinski, Pawel Zawadzki

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

A study on using data clustering for feature extraction to improve the quality of classification.

Maciej Piernik, Tadeusz Morzy

Knowl. Inf. Syst., 2021

2019

Assessing the Effectiveness of Sequences of Treatments Using Sequential Patterns.

Maciej Piernik, Joanna Solomiewicz, Arkadiusz Jachnik

Proceedings of the Artificial Intelligence in Medicine, 2019

2017

Partial Tree-Edit Distance: A Solution to the Default Class Problem in Pattern-Based Tree Classification.

Maciej Piernik, Tadeusz Morzy

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Using Network Analysis to Improve Nearest Neighbor Classification of Non-network Data.

Maciej Piernik, Dariusz Brzezinski, Tadeusz Morzy, Mikolaj Morzy

Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

2016

Clustering XML documents by patterns.

Maciej Piernik, Dariusz Brzezinski, Tadeusz Morzy

Knowl. Inf. Syst., 2016

2015

Structural XML Classification in Concept Drifting Data Streams.

Dariusz Brzezinski, Maciej Piernik

New Gener. Comput., 2015

XML clustering: a review of structural approaches.

Maciej Piernik, Dariusz Brzezinski, Tadeusz Morzy, Anna Lesniewska

Knowl. Eng. Rev., 2015

2014

Adaptive XML Stream Classification Using Partial Tree-Edit Distance.

Dariusz Brzezinski, Maciej Piernik

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014