M Piernik, J Solomiewicz, and A Jachnik, "Assessing the Effectiveness of Sequences of Treatments Using Sequential Patterns".
In: Riano D., Wilk S., ten Teije A. (eds) Artificial Intelligence in Medicine. AIME 2019.
Lecture Notes in Computer Science, vol 11526, pp. 131-135, 2019 [pdf]
M Piernik, D Brzezinski, T Morzy and M Morzy, "Using Network Analysis to Improve Nearest Neighbor Classification
of Non-network Data", Foundations of Intelligent Systems, LNCS Vol. 10352, pp. 105-115. Proceedings
of the 23rd International Symposium Intelligent Information Systems, 2017. [pdf]
M Piernik, T Morzy, "Partial Tree-Edit Distance: A Solution to the Default Class Problem in Pattern-Based
Tree Classification", Advances in Knowledge Discovery and Data Mining: 21st Pacific-Asia Conference,
PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part II, pp. 208-219, 2017. [pdf]
M Piernik, D Brzezinski, T Morzy, "Clustering XML documents by patterns", Knowledge and Information Systems,
vol. 46, no. 1, pp. 185-212, 2016. [Open access]
D Brzezinski, M Piernik, "Structural XML Classification in Concept Drifting Data Streams", New Generation
Computing, vol. 33, no. 4, pp. 345-366, 2015. [pdf]
M Piernik, "Pattern-based clustering and classification of XML data", PhD Thesis, Poznan University of Technology, Poland, 2015. [pdf]
M Piernik, D Brzezinski, T Morzy, A Lesniewska, "XML Clustering: A Review of Structural Approaches",
The Knowledge Engineering Review, vol. 30, no. 3, pp. 297-323, 2015. [pdf]
D Brzezinski, M Piernik, "Adaptive XML Stream Classification Using Partial Tree-Edit Distance", Proceedings
of 21st International Symposium on Methodologies for Intelligent Systems, ISMIS 2014, Roskilde, Denmark,
2015. [pdf]
D Brzezinski, A Lesniewska, T Morzy, M Piernik, "XCleaner: A New Method for Clustering XML Documents
by Structure", Control and Cybernetics, vol. 40, no. 3, pp. 877-891, 2011. [pdf]
J Brzezinski, S Czajka, J Kobusinski, M Piernik, "Healthcare Integration Platform", 5th International
Symposium on Medical Information and Communication Technology, ISMICT 2011, Montreux, Switzerland,
pp. 52-55, 2011.
S Czajka, M Piernik, "Platforma Integracji Systemów Medycznych Oparta na SOA", Masters Thesis (PL), Poznan University of Technology, Poland, 2010. [pdf]
D Brzezinski, A Lesniewska, T Morzy, M Piernik, "Clustering XML Documents by Patterns", Proceedings of
III Polish National Conference on Data Processing Technologies, KKNTPD 2010, Poznan, Poland, pp.
297-308, 2010.