2009 |
26 | EE | Matej Holec,
Filip Zelezný,
Jirí Kléma,
Jakub Tolar:
Integrating Multiple-Platform Expression Data through Gene Set Features.
ISBRA 2009: 5-17 |
2008 |
25 | | Filip Zelezný,
Nada Lavrac:
Inductive Logic Programming, 18th International Conference, ILP 2008, Prague, Czech Republic, September 10-12, 2008, Proceedings
Springer 2008 |
24 | EE | Ondrej Kuzelka,
Filip Zelezný:
Fast estimation of first-order clause coverage through randomization and maximum likelihood.
ICML 2008: 504-511 |
23 | | Pavel Smrz,
Jana Silhavá,
Jirí Kléma,
Filip Zelezný:
Gene expression data mining guided by genomic background knowledge.
SOFSEM (2) 2008: 101-111 |
22 | EE | Ondrej Kuzelka,
Filip Zelezný:
A Restarted Strategy for Efficient Subsumption Testing.
Fundam. Inform. 89(1): 95-109 (2008) |
21 | EE | Igor Trajkovski,
Filip Zelezný,
Nada Lavrac,
Jakub Tolar:
Learning Relational Descriptions of Differentially Expressed Gene Groups.
IEEE Transactions on Systems, Man, and Cybernetics, Part C 38(1): 16-25 (2008) |
20 | EE | Jirí Kléma,
Lenka Nováková,
Filip Karel,
Olga Stepánková,
Filip Zelezný:
Sequential Data Mining: A Comparative Case Study in Development of Atherosclerosis Risk Factors.
IEEE Transactions on Systems, Man, and Cybernetics, Part C 38(1): 3-15 (2008) |
2007 |
19 | EE | Monika Záková,
Filip Zelezný:
Exploiting Term, Predicate, and Feature Taxonomies in Propositionalization and Propositional Rule Learning.
ECML 2007: 798-805 |
2006 |
18 | EE | Igor Trajkovski,
Filip Zelezný,
Jakub Tolar,
Nada Lavrac:
Relational Subgroup Discovery for Descriptive Analysis of Microarray Data.
CompLife 2006: 86-96 |
17 | EE | Aline Paes,
Filip Zelezný,
Gerson Zaverucha,
C. David Page Jr.,
Ashwin Srinivasan:
ILP Through Propositionalization and Stochastic k-Term DNF Learning.
ILP 2006: 379-393 |
16 | EE | Monika Záková,
Filip Zelezný,
Javier A. Garcia-Sedano,
Cyril Masia Tissot,
Nada Lavrac,
Petr Kremen,
Javier Molina:
Relational Data Mining Applied to Virtual Engineering of Product Designs.
ILP 2006: 439-453 |
15 | | Igor Trajkovski,
Filip Zelezný,
Nada Lavrac,
Jakub Tolar:
Relational Descriptive Analysis of Gene Expression Data.
STAIRS 2006: 184-195 |
14 | EE | Filip Zelezný,
Nada Lavrac:
Propositionalization-based relational subgroup discovery with RSD.
Machine Learning 62(1-2): 33-63 (2006) |
13 | EE | Filip Zelezný,
Ashwin Srinivasan,
C. David Page Jr.:
Randomised restarted search in ILP.
Machine Learning 64(1-3): 183-208 (2006) |
2005 |
12 | EE | Jan Tozicka,
Filip Zelezný,
Michal Pechoucek:
Modelling of Agents' Behavior with Semi-collaborative Meta-agents.
CEEMAS 2005: 572-575 |
11 | EE | Martin Rehák,
Jan Tozicka,
Michal Pechoucek,
Filip Zelezný,
Milan Rollo:
An Abstract Architecture for Computational Reflection in Multi-Agent Systems.
IAT 2005: 128-131 |
10 | EE | Filip Zelezný:
Efficient Sampling in Relational Feature Spaces.
ILP 2005: 397-413 |
2004 |
9 | EE | Filip Zelezný,
Ashwin Srinivasan,
David Page:
A Monte Carlo Study of Randomised Restarted Search in ILP.
ILP 2004: 341-358 |
8 | EE | Nada Lavrac,
Filip Zelezný,
Saso Dzeroski:
Local Patterns: Theory and Practice of Constraint-Based Relational Subgroup Discovery.
Local Pattern Detection 2004: 71-88 |
7 | EE | Dragan Gamberger,
Nada Lavrac,
Filip Zelezný,
Jakub Tolar:
Induction of comprehensible models for gene expression datasets by subgroup discovery methodology.
Journal of Biomedical Informatics 37(4): 269-284 (2004) |
2003 |
6 | EE | Mark-A. Krogel,
Simon Rawles,
Filip Zelezný,
Peter A. Flach,
Nada Lavrac,
Stefan Wrobel:
Comparative Evaluation of Approaches to Propositionalization.
ILP 2003: 197-214 |
2002 |
5 | EE | Nada Lavrac,
Filip Zelezný,
Peter A. Flach:
RSD: Relational Subgroup Discovery through First-Order Feature Construction.
ILP 2002: 149-165 |
4 | EE | Filip Zelezný,
Ashwin Srinivasan,
David Page:
Lattice-Search Runtime Distributions May Be Heavy-Tailed.
ILP 2002: 333-345 |
3 | EE | Filip Zelezný,
Jirí Zídgek,
Olga Stepánková:
A Learning System for Decision Support in Telecommunications.
Soft-Ware 2002: 88-101 |
2001 |
2 | EE | Filip Zelezný:
Learning Functions from Imperfect Positive Data.
ILP 2001: 248-260 |
2000 |
1 | EE | Filip Zelezný,
Petr Miksovský,
Olga Stepánková,
Jirí Zídek:
ILP for Automated Telephony.
ILP Work-in-progress reports 2000 |