Filip Zelezny
TitleCited byYear
Comparative evaluation of approaches to propositionalization
MA Krogel, S Rawles, F Železný, PA Flach, N Lavrač, S Wrobel
International Conference on Inductive Logic Programming, 197-214, 2003
1602003
Propositionalization-based relational subgroup discovery with RSD
F Železný, N Lavrač
Machine Learning 62 (1-2), 33-63, 2006
1262006
RSD: Relational subgroup discovery through first-order feature construction
N Lavrač, F Železný, PA Flach
International Conference on Inductive Logic Programming, 149-165, 2002
972002
Automating knowledge discovery workflow composition through ontology-based planning
M Záková, P Kremen, F Zelezny, N Lavrac
IEEE Transactions on Automation Science and Engineering 8 (2), 253-264, 2010
782010
Induction of comprehensible models for gene expression datasets by subgroup discovery methodology
D Gamberger, N Lavrač, F Železný, J Tolar
Journal of biomedical informatics 37 (4), 269-284, 2004
682004
Lattice-search runtime distributions may be heavy-tailed
F Železný, A Srinivasan, D Page
International Conference on Inductive Logic Programming, 333-345, 2002
672002
Learning relational descriptions of differentially expressed gene groups
I Trajkovski, F Zelezny, N Lavrac, J Tolar
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2007
462007
Block-wise construction of tree-like relational features with monotone reducibility and redundancy
O Kuželka, F Železný
Machine Learning 83 (2), 163-192, 2011
322011
Relational data mining applied to virtual engineering of product designs
M Žáková, F Železný, JA Garcia-Sedano, CM Tissot, N Lavrač, P Křemen, ...
International Conference on Inductive Logic Programming, 439-453, 2006
302006
Sequential data mining: A comparative case study in development of atherosclerosis risk factors
J Klema, L Nováková, F Karel, O Stepankova, F Zelezny
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2007
292007
Randomised restarted search in ILP
F Železný, A Srinivasan, CD Page
Machine Learning 64 (1-3), 183-208, 2006
292006
A restarted strategy for efficient subsumption testing
O Kuželka, F Železný
Fundamenta Informaticae 89 (1), 95-109, 2008
282008
Planning to learn with a knowledge discovery ontology
M Zakova, P Kremen, F Zelezný, N Lavrac
Planning to Learn Workshop (PlanLearn 2008) at ICML 2008, 2008
272008
Comparative evaluation of set-level techniques in predictive classification of gene expression samples
M Holec, J Kléma, F Železný, J Tolar
BMC bioinformatics 13 (10), S15, 2012
232012
Lifted relational neural networks
G Sourek, V Aschenbrenner, F Zelezny, O Kuzelka
arXiv preprint arXiv:1508.05128, 2015
222015
Advancing data mining workflow construction: A framework and cases using the orange toolkit
M Záková, V Podpecan, F Zelezný, N Lavrac
Proc. 2nd Intl. Wshop. Third Generation Data Mining: Towards Service …, 2009
222009
Hifi: Tractable propositionalization through hierarchical feature construction
O Kuzelka, F Zelezný
Inductive Logic Programming, 69, 2008
202008
An experimental test of Occam’s razor in classification
J Zahálka, F Železný
Machine Learning 82 (3), 475-481, 2011
192011
Lifted relational neural networks
G Šourek, V Aschenbrenner, F Zelezný, O Kuzelka
Proceedings of the NIPS Workshop on Cognitive Computation: Integrating …, 2015
182015
Integrating multiple-platform expression data through gene set features
M Holec, F Železný, J Kléma, J Tolar
International Symposium on Bioinformatics Research and Applications, 5-17, 2009
182009
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Articles 1–20