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1

Learning to predict soccer results from relational data with gradient boosted trees

Hubáček, Ondřej, Šourek, Gustav, Železný, Filip

Journal:

Machine Learning

Year:

2018

Language:

english

File:

PDF, 1.78 MB

english, 2018

2

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8189 ||

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 18.08 MB

english, 2013

3

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8188 ||

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 15.53 MB

english, 2013

4

Propositionalization-based relational subgroup discovery with RSD

Filip Železný, Nada Lavrač

Journal:

Machine Learning

Year:

2006

Language:

english

File:

PDF, 2.40 MB

english, 2006

5

Guest editors’ introduction: Special issue on

Filip Železný, Nada Lavrač

Journal:

Machine Learning

Year:

2009

Language:

english

File:

PDF, 118 KB

english, 2009

6

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8190 || Learning to Detect Patterns of Crime

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 988 KB

english, 2013

7

An experimental test of Occam’s razor in classification

Jan Zahálka, Filip Železný

Journal:

Machine Learning

Year:

2011

Language:

english

File:

PDF, 288 KB

english, 2011

8

Block-wise construction of tree-like relational features with monotone reducibility and redundancy

Ondřej Kuželka, Filip Železný

Journal:

Machine Learning

Year:

2011

Language:

english

File:

PDF, 1.06 MB

english, 2011

9

Randomised restarted search in ILP

Filip Železný, Ashwin Srinivasan, C. David Page

Journal:

Machine Learning

Year:

2006

Language:

english

File:

PDF, 1.22 MB

english, 2006

10

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8190 || Reduced-Rank Local Distance Metric Learning

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 583 KB

english, 2013

11

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8188 || Inhomogeneous Parsimonious Markov Models

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 288 KB

english, 2013

12

Prediction of DNA-binding propensity of proteins by the ball-histogram method using automatic template search

Szabóová, Andrea, Kuželka, Ondřej, železnŷ, Filip, Tolar, Jakub

Journal:

BMC Bioinformatics

Year:

2012

Language:

english

File:

PDF, 806 KB

english, 2012

13

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8189 || Multi-label Classification with Output Kernels

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 286 KB

english, 2013

14

Induction of comprehensible models for gene expression datasets by subgroup discovery methodology

Dragan Gamberger, Nada Lavrač, Filip Železný, Jakub Tolar

Journal:

Journal of Biomedical Informatics

Year:

2004

Language:

english

File:

PDF, 436 KB

english, 2004

15

Guest editor’s introduction: special issue of the ECML PKDD 2013 journal track

Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Železný

Journal:

Machine Learning

Year:

2013

Language:

english

File:

PDF, 183 KB

english, 2013

16

Guest editor’s introduction: special issue of the ECML PKDD 2013 journal track

Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Železný

Journal:

Data Mining and Knowledge Discovery

Year:

2013

Language:

english

File:

PDF, 78 KB

english, 2013

17

[ACM Press the 25th international conference - Helsinki, Finland (2008.07.05-2008.07.09)] Proceedings of the 25th international conference on Machine learning - ICML '08 - Fast estimation of first-order clause coverage through randomization and maximum likelihood

Kuželka, Ondřej, Železný, Filip

Year:

2008

Language:

english

File:

PDF, 343 KB

english, 2008

18

Differential Regulation of the Nuclear Factor-ÎºB Pathway by Rabbit Antithymocyte Globulins in Kidney Transplantation

Urbanova, Mariana, Brabcova, Irena, Girmanova, Eva, Zelezny, Filip, Viklicky, Ondrej

Journal:

Transplantation Journal

Year:

2012

File:

PDF, 1.17 MB

2012

19

Guest editors introduction: special issue on Inductive Logic Programming (ILP 2012)

Fabrizio Riguzzi, Filip Železný

Journal:

Machine Learning

Year:

2014

Language:

english

File:

PDF, 137 KB

english, 2014

20

[IEEE 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI 2012) - Athens (2012.11.7-2012.11.9)] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence - Relational Learning with Polynomials

Kuelka, O., Szaboova, A., Zelezny, Filip

Year:

2012

Language:

english

File:

PDF, 342 KB

english, 2012

21

Tubular Atrophy and Low Netrin-1 Gene Expression Are Associated With Delayed Kidney Allograft Function

Wohlfahrtova, Mariana, Brabcova, Irena, Zelezny, Filip, Balaz, Peter, Janousek, Libor, Honsova, Eva, Lodererova, Alena, Wohlfahrt, Peter, Viklicky, Ondrej

Journal:

Transplantation Journal

Year:

2014

Language:

english

File:

PDF, 1.73 MB

english, 2014

22

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8190 || Evasion Attacks against Machine Learning at Test Time

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 402 KB

english, 2013

23

Prediction of DNA-binding proteins from relational features

Andrea Szabóová, Ondřej Kuželka, Filip železný, Jakub Tolar

Journal:

Proteome Science

Year:

2012

Language:

english

File:

PDF, 308 KB

english, 2012

24

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8189 || Incremental Local Evolutionary Outlier Detection for Dynamic Social Networks

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 509 KB

english, 2013

25

Formulating the template ILP consistency problem as a constraint satisfaction problem

Roman Barták,Radomír Černoch,Ondřej Kuželka,Filip Železný

Journal:

Year:

2013

Language:

english

File:

PDF, 711 KB

english, 2013

26

Estimating sequence similarity from read sets for clustering next-generation sequencing data

Ryšavý, Petr, Železný, Filip

Journal:

Data Mining and Knowledge Discovery

Year:

2018

Language:

english

File:

PDF, 831 KB

english, 2018

27

Efficient Extraction of Network Event Types from NetFlows

Sourek, Gustav, Zelezny, Filip

Journal:

Security and Communication Networks

Year:

2019

File:

PDF, 3.35 MB

2019

28

[IEEE 2011 24th International Symposium on Computer-Based Medical Systems (CBMS) - Bristol, United Kingdom (2011.06.27-2011.06.30)] 2011 24th International Symposium on Computer-Based Medical Systems (CBMS) - Template-based semi-automatic workflow construction for gene expression data analysis

Belohradsky, Jiri, Monge, David, Zelezny, Filip, Holec, Matej, Garino, Carlos Garcia

Year:

2011

Language:

english

File:

PDF, 479 KB

english, 2011

29

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8188 || Future Locations Prediction with Uncertain Data

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 1.39 MB

english, 2013

30

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8188 || Learning Throttle Valve Control Using Policy Search

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 567 KB

english, 2013

31

A method for reduction of examples in relational learning

Kuželka, Ondřej, Szabóová, Andrea, Železný, Filip

Journal:

Journal of Intelligent Information Systems

Year:

2014

Language:

english

File:

PDF, 550 KB

english, 2014

32

[ACM Press the 2nd ACM Conference - Chicago, Illinois (2011.08.01-2011.08.03)] Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine - BCB '11 - Gaussian logic and its applications in bioinformatics

Kuželka, Ondřej, Szabóová, Andrea, Železný, Filip

Year:

2011

Language:

english

File:

PDF, 136 KB

english, 2011

33

Polynomial and Extensible Solutions in Lock-Chart Solving

Černoch, Radomír, Kuželka, Ondřej, Železný, Filip

Journal:

Applied Artificial Intelligence

Year:

2017

Language:

english

File:

PDF, 2.02 MB

english, 2017

34

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8188 || Pitfalls in Benchmarking Data Stream Classification and How to Avoid Them

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 292 KB

english, 2013

35

Learning Running-time Prediction Models for Gene-Expression Analysis Workflows

Monge, David A., Holec, Matej, Zelezny, Filip, Garcia Garino, Carlos

Journal:

IEEE Latin America Transactions

Year:

2015

File:

PDF, 797 KB

2015

36

Efficient Extraction of Network Event Types from NetFlows

Sourek, Gustav, Zelezny, Filip

Journal:

Security and Communication Networks

Year:

2019

Language:

english

File:

PDF, 3.35 MB

english, 2019

37

[IEEE 2012 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Philadelphia, PA, USA (2012.10.4-2012.10.7)] 2012 IEEE International Conference on Bioinformatics and Biomedicine - Extending the ball-histogram method with continuous distributions and an application to prediction of DNA-binding proteins

Kuzelka, Ondrej, Szaboova, Andrea, Zelezny, Filip

Year:

2012

Language:

english

File:

PDF, 471 KB

english, 2012

38

[IEEE 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW) - Philadelphia, USA (2012.10.4-2012.10.7)] 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops - Prediction of antimicrobial activity of peptides using relational machine learning

Szaboova, Andrea, Kuzelka, Ondrej, Zelezny, Filip

Year:

2012

Language:

english

File:

PDF, 1.42 MB

english, 2012

39

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8190 || A Declarative Framework for Constrained Clustering

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 904 KB

english, 2013

40

Semantic biclustering for finding local, interpretable and predictive expression patterns

Kléma, Jiří, Malinka, František, železný, Filip

Journal:

Year:

2017

Language:

english

File:

PDF, 1.31 MB

english, 2017

41

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8190 || Influence of Graph Construction on Semi-supervised Learning

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 475 KB

english, 2013

42

[ACM Press the 26th Annual International Conference - Montreal, Quebec, Canada (2009.06.14-2009.06.18)] Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 - Block-wise construction of acyclic relational features with monotone irreducibility and relevancy properties

Kuželka, Ondřej, železný, Filip

Year:

2009

Language:

english

File:

PDF, 818 KB

english, 2009

43

Novel gene sets improve set-level classification of prokaryotic gene expression data

Holec, Matěj, Kuželka, Ondřej, železný, Filip

Journal:

BMC Bioinformatics

Year:

2015

Language:

english

File:

PDF, 539 KB

english, 2015

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