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1

Incorporating domain knowledge in machine learning for soccer outcome prediction

Berrar, Daniel, Lopes, Philippe, Dubitzky, Werner

Journal:

Machine Learning

Year:

2018

Language:

english

File:

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

Year:

2018

Language:

english

File:

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

Year:

2018

Language:

english

File:

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

Year:

2017

Language:

english

File:

PDF, 170 KB

english, 2017

5

Reference Module in Life Sciences || Introduction to the Non-Parametric Bootstrap

Year:

2018

Language:

english

File:

PDF, 378 KB

english, 2018

6

Learning from automatically labeled data: case study on click fraud prediction

Journal:

Knowledge and Information Systems

Year:

2016

Language:

english

File:

PDF, 840 KB

english, 2016

7

Computing machinery and creativity: lessons learned from the Turing test

Peter Berrar, Daniel, Schuster, Alfons

Journal:

Year:

2014

Language:

english

File:

PDF, 112 KB

english, 2014

8

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

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

Year:

2003

Language:

english

File:

PDF, 806 KB

english, 2003

9

Rückerwerb eigener Aktien und übernahmerecht

BERRAR, CARSTEN, SCHNORBUS, YORK

Journal:

Zeitschrift für Unternehmens und Gesellschaftsrecht

Year:

2003

Language:

german

File:

PDF, 374 KB

german, 2003

10

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

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

Year:

2003

Language:

english

File:

PDF, 392 KB

english, 2003

11

Confidence curves: an alternative to null hypothesis significance testing for the comparison of classifiers

Journal:

Machine Learning

Year:

2017

Language:

english

File:

PDF, 2.50 MB

english, 2017

12

SOINN+, a Self-Organizing Incremental Neural Network for Unsupervised Learning from Noisy Data Streams

Wiwatcharakoses, Chayut, Berrar, Daniel

Journal:

Expert Systems with Applications

Year:

2019

File:

PDF, 23.87 MB

2019

13

Enterolactone restricts the proliferation of the LNCaP human prostate cancer cell line in vitro

Mark J. McCann, Chris I. R. Gill, Trevor Linton, D. Berrar, Hugh McGlynn, Ian R. Rowland

Journal:

Molecular Nutrition & Food Research

Year:

2008

Language:

english

File:

PDF, 550 KB

english, 2008

14

Multidimensional scaling with discrimination coefficients for supervised visualization of high-dimensional data

Daniel Berrar, Georg Ohmayer

Journal:

Neural Computing and Applications

Year:

2011

Language:

english

File:

PDF, 1.78 MB

english, 2011

15

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

Year:

2005

Language:

english

File:

PDF, 1.76 MB

english, 2005

16

[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

Year:

2006

Language:

english

File:

PDF, 267 KB

english, 2006

17

Beiträge zur Chemie und quantitativen Bestimmung des Leims

Journal:

Analytical and Bioanalytical Chemistry

Year:

1917

Language:

german

File:

PDF, 63 KB

german, 1917

18

Killer immunoglobulin-like receptor and human leukocyte antigen-C genotypes in rheumatoid arthritis primary responders and non-responders to anti-TNF-α therapy

McGeough, Cathy M., Berrar, Daniel, Wright, Gary, Mathews, Clare, Gilmore, Paula, Cunningham, Rodat T., Bjourson, Anthony J.

Journal:

Rheumatology International

Year:

2012

Language:

english

File:

PDF, 196 KB

english, 2012

19

A database system for comparative genomic hybridization analysis

Berrar, D., Dublizky, W., Solinas-Toldo, S., Buloshevska, S., Granzow, M., Conrad, C., Kalla, J., Lichter, P., Eils, R.

Journal:

IEEE Engineering in Medicine and Biology Magazine

Year:

2001

Language:

english

File:

PDF, 779 KB

english, 2001

20

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

Year:

2006

Language:

english

File:

PDF, 582 KB

english, 2006

21

Instance-based concept learning from multiclass DNA microarray data

Daniel Berrar, Ian Bradbury, Werner Dubitzky

Journal:

BMC Bioinformatics

Year:

2006

Language:

english

File:

PDF, 387 KB

english, 2006

22

Pseudomonas aeruginosaCystic Fibrosis isolates of similar RAPD genotype exhibit diversity in biofilm forming abilityin vitro

Elena Deligianni, Sally Pattison, Daniel Berrar, Nigel G Ternan, Richard W Haylock, John E Moore, Stuart J Elborn, James SG Dooley

Journal:

BMC Microbiology

Year:

2010

Language:

english

File:

PDF, 1.61 MB

english, 2010

23

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

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

Year:

2003

Language:

english

File:

PDF, 268 KB

english, 2003

24

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

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

Year:

2003

Language:

english

File:

PDF, 1.20 MB

english, 2003

25

[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

Year:

2006

Language:

english

File:

PDF, 207 KB

english, 2006

26

Fundamentals of Data Mining in Genomics and Proteomics || Pre-Processing DNA Microarray Data

Dubitzky, Werner, Granzow, Martin, Berrar, Daniel

Year:

2007

Language:

english

File:

PDF, 2.73 MB

english, 2007

27

Fundamentals of Data Mining in Genomics and Proteomics ||

Dubitzky, Werner, Granzow, Martin, Berrar, Daniel

Year:

2007

Language:

english

File:

PDF, 19.63 MB

english, 2007

28

Fundamentals of Data Mining in Genomics and Proteomics || Design Principles for Microarray Investigations

Dubitzky, Werner, Granzow, Martin, Berrar, Daniel

Year:

2007

Language:

english

File:

PDF, 596 KB

english, 2007

29

Fundamentals of Data Mining in Genomics and Proteomics || Introduction to Genomic and Proteomic Data Analysis

Dubitzky, Werner, Granzow, Martin, Berrar, Daniel

Year:

2007

Language:

english

File:

PDF, 2.30 MB

english, 2007

30

Fundamentals of Data Mining in Genomics and Proteomics || Networks in Cell Biology

Dubitzky, Werner, Granzow, Martin, Berrar, Daniel

Year:

2007

Language:

english

File:

PDF, 2.07 MB

english, 2007

31

Fundamentals of Data Mining in Genomics and Proteomics || Clustering — Class Discovery in the Post-Genomic Era

Dubitzky, Werner, Granzow, Martin, Berrar, Daniel

Year:

2007

Language:

english

File:

PDF, 2.05 MB

english, 2007

32

Fundamentals of Data Mining in Genomics and Proteomics || Identifying Important Explanatory Variables for Time-Varying Outcomes

Dubitzky, Werner, Granzow, Martin, Berrar, Daniel

Year:

2007

Language:

english

File:

PDF, 1.37 MB

english, 2007

33

Fundamentals of Data Mining in Genomics and Proteomics || Pre-Processing Mass Spectrometry Data

Dubitzky, Werner, Granzow, Martin, Berrar, Daniel

Year:

2007

Language:

english

File:

PDF, 2.03 MB

english, 2007

34

Fundamentals of Data Mining in Genomics and Proteomics || Text Mining in Genomics and Proteomics

Dubitzky, Werner, Granzow, Martin, Berrar, Daniel

Year:

2007

Language:

english

File:

PDF, 1.56 MB

english, 2007

35

Fundamentals of Data Mining in Genomics and Proteomics || Resampling Strategies for Model Assessment and Selection

Dubitzky, Werner, Granzow, Martin, Berrar, Daniel

Year:

2007

Language:

english

File:

PDF, 810 KB

english, 2007

36

Fundamentals of Data Mining in Genomics and Proteomics || Classification of Genomic and Proteomic Data Using Support Vector Machines

Dubitzky, Werner, Granzow, Martin, Berrar, Daniel

Year:

2007

Language:

english

File:

PDF, 991 KB

english, 2007

37

A Practical Approach to Microarray Data Analysis ||

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

Year:

2003

Language:

english

File:

PDF, 268 KB

english, 2003

38

Turing Test Considered Mostly Harmless

Berrar, Daniel, Konagaya, Akihiko, Schuster, Alfons

Journal:

New Generation Computing

Year:

2013

Language:

english

File:

PDF, 602 KB

english, 2013

39

Knowledge Discovery in Biology and Biotechnology Texts: A Review of Techniques, Evaluation Strategies, and Applications

Natarajan, J., Berrar, D., Hack, C. J., Dubitzky, W.

Journal:

Critical Reviews in Biotechnology

Year:

2005

Language:

english

File:

PDF, 289 KB

english, 2005

40

Significance tests or confidence intervals: which are preferable for the comparison of classifiers?

Berrar, Daniel, Lozano, Jose A.

Journal:

Journal of Experimental & Theoretical Artificial Intelligence

Year:

2013

Language:

english

File:

PDF, 510 KB

english, 2013

41

Survival Trees for Analyzing Clinical Outcome in Lung Adenocarcinomas Based on Gene Expression Profiles: Identification of Neogenin and Diacylglycerol Kinase α Expression as Critical Factors

Berrar, Daniel, Sturgeon, Brian, Bradbury, Ian, Downes, C. Stephen, Dubitzky, Werner

Journal:

Journal of Computational Biology

Year:

2005

Language:

english

File:

PDF, 138 KB

english, 2005

42

A Practical Approach to Microarray Data Analysis || Introduction to Microarray Data Analysis

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

Year:

2003

Language:

english

File:

PDF, 1.35 MB

english, 2003

43

[IEEE 2006 IEEE Symposium on Computational Intelligence and Bioinformatics and Computational Biology - Toronto, ON, Canada (2006.09.28-2006.09.29)] 2006 IEEE Symposium on Computational Intelligence and Bioinformatics and Computational Biology - P-found: The Protein Folding and Unfolding Simulation Repository

Silva, Candida G., Ostropytskyy, Vitaliy, Loureiro-Ferreira, Nuno, Berrar, Daniel, Swain, Martin, Dubitzky, Werner, Brito, Rui M. M.

Year:

2006

Language:

english

File:

PDF, 139 KB

english, 2006

44

A Practical Approach to Microarray Data Analysis || Gene Selection and Sample Classification Using a Genetic Algorithm and k-Nearest Neighbor Method

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

Year:

2003

Language:

english

File:

PDF, 344 KB

english, 2003

45

A Practical Approach to Microarray Data Analysis || Feature Selection in Microarray Analysis

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

Year:

2003

Language:

english

File:

PDF, 839 KB

english, 2003

46

A Practical Approach to Microarray Data Analysis || Introduction to Classification in Microarray Experiments

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

Year:

2003

Language:

english

File:

PDF, 295 KB

english, 2003

47

A Practical Approach to Microarray Data Analysis || Bayesian Network Classifiers for Gene Expression Analysis

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

Year:

2003

Language:

english

File:

PDF, 529 KB

english, 2003

48

Caveats and pitfalls of ROC analysis in clinical microarray research (and how to avoid them)

Berrar, D., Flach, P.

Journal:

Briefings in Bioinformatics

Year:

2012

Language:

english

File:

PDF, 418 KB

english, 2012

49

Keine Schadensminderungsobliegenheit durch Deckungskauf bei Wertpapiergeschäften?

Berrar, Carsten

Journal:

Deutsche Zeitschrift für Wirtschafts- und Insolvenzrecht

Year:

2002

Language:

german

File:

PDF, 118 KB

german, 2002

50

BGH, Urteil vom 29. 5. 2001 - VI ZR 114/00, Bankenhaftung in der Krise des Kreditnehmers

Berrar, Carsten

Journal:

Deutsche Zeitschrift für Wirtschafts- und Insolvenzrecht

Year:

2002

Language:

german

File:

PDF, 109 KB

german, 2002

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