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1

Incorporating domain knowledge in machine learning for soccer outcome prediction

Berrar, Daniel, Lopes, Philippe, Dubitzky, Werner

Journal:

Machine Learning

Année:

2018

Langue:

english

Fichier:

PDF, 1.96 MB

english, 2018

2

The Open International Soccer Database for machine learning

Dubitzky, Werner, Lopes, Philippe, Davis, Jesse, Berrar, Daniel

Journal:

Machine Learning

Année:

2018

Langue:

english

Fichier:

PDF, 883 KB

english, 2018

3

Guest editorial: special issue on machine learning for soccer

Berrar, Daniel, Lopes, Philippe, Davis, Jesse, Dubitzky, Werner

Journal:

Machine Learning

Année:

2018

Langue:

english

Fichier:

PDF, 402 KB

english, 2018

4

[IEEE 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Tokyo, Japan (2017.10.19-2017.10.21)] 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - On the Jeffreys-Lindley Paradox and the Looming Reproducibility Crisis in Machine Learning

Berrar, Daniel, Dubitzky, Werner

Année:

2017

Langue:

english

Fichier:

PDF, 170 KB

english, 2017

5

Encyclopedia of Systems Biology ||

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 66.36 MB

english, 2013

6

Encyclopedia of Systems Biology || Epigenetics, Drug Discovery

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 2.57 MB

english, 2013

7

Encyclopedia of Systems Biology || Power-Law Functions

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 4.02 MB

english, 2013

8

Grid-enabling data mining applications with DataMiningGrid: An architectural perspective

Vlado Stankovski, Martin Swain, Valentin Kravtsov, Thomas Niessen, Dennis Wegener, Jörg Kindermann, Werner Dubitzky

Journal:

Future Generation Computer Systems

Année:

2008

Langue:

english

Fichier:

PDF, 1.77 MB

english, 2008

9

Towards concept-oriented databases

Werner Dubitzky, Alex G. Büchner, John G. Hughes, David A. Bell

Journal:

Data & Knowledge Engineering

Année:

1999

Langue:

english

Fichier:

PDF, 541 KB

english, 1999

10

An Advanced Case-Knowledge Architecture Based on Fuzzy Objects

Werner Dubitzky, Alfons Schuster, John Hughes, David Bell

Journal:

Applied Intelligence

Année:

1997

Langue:

english

Fichier:

PDF, 212 KB

english, 1997

11

A Practical Approach to Microarray Data Analysis Volume 391 || Singular Value Decomposition and Principal Component Analysis

Berrar, Daniel P., Dubitzky, Werner, Granzow, Martin

Année:

2003

Langue:

english

Fichier:

PDF, 806 KB

english, 2003

12

Encyclopedia of Systems Biology || Agent-based Modeling

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 1.47 MB

english, 2013

13

Encyclopedia of Systems Biology || Molecular Marker

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 9.15 MB

english, 2013

14

Encyclopedia of Systems Biology || Physiome Model Repository

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 4.02 MB

english, 2013

15

Retrieval strategies for case-based reasoning: a categorised bibliography

AZUAJE, FRANCISCO, DUBITZKY, WERNER, BLACK, NORMAN, ADAMSON, KENNY

Journal:

The Knowledge Engineering Review

Année:

2000

Langue:

english

Fichier:

PDF, 172 KB

english, 2000

16

A Practical Approach to Microarray Data Analysis || Missing Value Estimation

Berrar, Daniel P., Dubitzky, Werner, Granzow, Martin

Année:

2003

Langue:

english

Fichier:

PDF, 392 KB

english, 2003

17

[Lecture Notes in Computer Science] Knowledge Exploration in Life Science Informatics Volume 3303 || Text Mining of Full Text Articles and Creation of a Knowledge Base for Analysis of Microarray Data

López, Jesús A., Benfenati, Emilio, Dubitzky, Werner

Année:

2004

Langue:

english

Fichier:

PDF, 276 KB

english, 2004

18

Special section: Data mining in grid computing environments

Vlado Stankovski, Werner Dubitzky

Journal:

Future Generation Computer Systems

Année:

2007

Langue:

english

Fichier:

PDF, 145 KB

english, 2007

19

P-found: Grid-enabling distributed repositories of protein folding and unfolding simulations for data mining

Martin Swain, Cândida G. Silva, Nuno Loureiro-Ferreira, Vitaliy Ostropytskyy, João Brito, Olivier Riche, Frederick Stahl, Werner Dubitzky, Rui M.M. Brito

Journal:

Future Generation Computer Systems

Année:

2010

Langue:

english

Fichier:

PDF, 7.27 MB

english, 2010

20

Grid-enabled data warehousing for molecular engineering

Werner Dubitzky, Damian McCourt, Mykola Galushka, Mathilde Romberg, Bernd Schuller

Journal:

Parallel Computing

Année:

2004

Langue:

english

Fichier:

PDF, 364 KB

english, 2004

21

Towards Data Warehousing and Mining of Protein Unfolding Simulation Data

Daniel Berrar, Frederic Stahl, Candida Silva, J. Rui Rodrigues, Rui M. M. Brito, Werner Dubitzky

Journal:

Journal of Clinical Monitoring and Computing

Année:

2005

Langue:

english

Fichier:

PDF, 1.76 MB

english, 2005

22

HealthGrid– Bridging Life Science and Information Technology

Chun-Hsi Huang, Vincenzo Lanza, Sanguthevar Rajasekaran, Werner Dubitzky

Journal:

Journal of Clinical Monitoring and Computing

Année:

2005

Langue:

english

Fichier:

PDF, 91 KB

english, 2005

23

Reverse-Engineering Gene-Regulatory Networks using Evolutionary Algorithms and Grid Computing

Martin Swain, Thomas Hunniford, Werner Dubitzky, Johannes Mandel, Niall Palfreyman

Journal:

Journal of Clinical Monitoring and Computing

Année:

2005

Langue:

english

Fichier:

PDF, 587 KB

english, 2005

24

A generic, object-oriented case-knowledge representation scheme, and its integration into a wider information management scenario

Werner Dubitzky, David Bell, John Hughes

Journal:

Année:

1996

Langue:

english

Fichier:

PDF, 1.54 MB

english, 1996

25

[Lecture Notes in Computer Science] Knowledge Discovery in Life Science Literature Volume 3886 || Extracting Named Entities Using Support Vector Machines

Bremer, Eric G., Hakenberg, Jörg, Han, Eui-Hong (Sam), Berrar, Daniel, Dubitzky, Werner

Année:

2006

Langue:

english

Fichier:

PDF, 267 KB

english, 2006

26

Understanding the Dynamics of Biological Systems Volume 19B2 || Systems Biology of Tuberculosis: Insights for Drug Discovery

Dubitzky, Werner, Southgate, Jennifer, Fuß, Hendrik

Année:

2011

Langue:

english

Fichier:

PDF, 2.00 MB

english, 2011

27

Comparative study of three commonly used continuous deterministic methods for modeling gene regulation networks

Martin T Swain, Johannes J Mandel, Werner Dubitzky

Journal:

BMC Bioinformatics

Année:

2010

Langue:

english

Fichier:

PDF, 1.27 MB

english, 2010

28

Text mining of full-text journal articles combined with gene expression analysis reveals a relationship between sphingosine-1-phosphate and invasiveness of a glioblastoma cell line

Jeyakumar Natarajan, Daniel Berrar, Werner Dubitzky, Catherine Hack, Yonghong Zhang, Catherine DeSesa, James R Van Brocklyn, Eric G Bremer

Journal:

BMC Bioinformatics

Année:

2006

Langue:

english

Fichier:

PDF, 582 KB

english, 2006

29

Instance-based concept learning from multiclass DNA microarray data

Daniel Berrar, Ian Bradbury, Werner Dubitzky

Journal:

BMC Bioinformatics

Année:

2006

Langue:

english

Fichier:

PDF, 387 KB

english, 2006

30

Modeling biochemical transformation processes and information processing with Narrator

Johannes J Mandel, Hendrik Fuß, Niall M Palfreyman, Werner Dubitzky

Journal:

BMC Bioinformatics

Année:

2007

Langue:

english

Fichier:

PDF, 2.10 MB

english, 2007

31

Understanding the Dynamics of Biological Systems ||

Dubitzky, Werner, Southgate, Jennifer, Fuß, Hendrik

Année:

2011

Langue:

english

Fichier:

PDF, 250 KB

english, 2011

32

A Practical Approach to Microarray Data Analysis Volume 331 || || Front_matter

Berrar, Daniel P., Dubitzky, Werner, Granzow, Martin

Année:

2003

Langue:

english

Fichier:

PDF, 268 KB

english, 2003

33

Bower JM, Bolouri H, (editors): Computational Modeling of Genetic and Biochemical Networks

Werner Dubitzky

Journal:

BioMedical Engineering OnLine

Année:

2005

Langue:

english

Fichier:

PDF, 413 KB

english, 2005

34

Src Family Kinases and Receptors: Analysis of Three Activation Mechanisms by Dynamic Systems Modeling

Fuß, Hendrik, Dubitzky, Werner, Stephen Downes, C., Kurth, Mary Jo

Journal:

Biophysical Journal

Année:

2008

Langue:

english

Fichier:

PDF, 253 KB

english, 2008

35

A Practical Approach to Microarray Data Analysis || Microarray Software Review

Berrar, Daniel P., Dubitzky, Werner, Granzow, Martin

Année:

2003

Langue:

english

Fichier:

PDF, 1.20 MB

english, 2003

36

[Lecture Notes in Computer Science] Knowledge Discovery in Life Science Literature Volume 3886 || GetItFull – A Tool for Downloading and Pre-processing Full-Text Journal Articles

Bremer, Eric G., Hakenberg, Jörg, Han, Eui-Hong (Sam), Berrar, Daniel, Dubitzky, Werner

Année:

2006

Langue:

english

Fichier:

PDF, 207 KB

english, 2006

37

Vitamin D status and its determinants in adolescents from the Northern Ireland Young Hearts 2000 cohort

Hill, Tom R., Cotter, Alice A., Mitchell, Sarah, Boreham, Colin A., Dubitzky, Werner, Murray, Liam, Strain, J. J., Flynn, Albert, Robson, Paula J., Wallace, Julie M. W., Kiely, Mairead, Cashman, Kevin

Journal:

British Journal Of Nutrition

Année:

2008

Langue:

english

Fichier:

PDF, 119 KB

english, 2008

38

Encyclopedia of Systems Biology || Evolutionary Algorithm

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 2.57 MB

english, 2013

39

Encyclopedia of Systems Biology || Synaptic Proteins

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 6.63 MB

english, 2013

40

Encyclopedia of Systems Biology || Data Collection (Integration) from Distributed Sources

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 3.12 MB

english, 2013

41

Encyclopedia of Systems Biology || Parabolic Differential Equations, Diffusion Equation

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 4.02 MB

english, 2013

42

Encyclopedia of Systems Biology || Entropy

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 2.57 MB

english, 2013

43

Encyclopedia of Systems Biology || Bayesian Decision Analysis

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 3.11 MB

english, 2013

44

Encyclopedia of Systems Biology || Systems Biology

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 6.63 MB

english, 2013

45

Encyclopedia of Systems Biology || Maximum Likelihood

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 9.15 MB

english, 2013

46

Encyclopedia of Systems Biology || Time-Series

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 8.43 MB

english, 2013

47

Encyclopedia of Systems Biology || Ecological Modeling

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 2.57 MB

english, 2013

48

Encyclopedia of Systems Biology || Numerical Optimization

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 2.29 MB

english, 2013

49

Encyclopedia of Systems Biology || Genetic Redundancy

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 2.55 MB

english, 2013

50

Encyclopedia of Systems Biology || Biomarkers

Dubitzky, Werner, Wolkenhauer, Olaf, Cho, Kwang-Hyun, Yokota, Hiroki

Année:

2013

Langue:

english

Fichier:

PDF, 3.11 MB

english, 2013