Daniel Berrar
Title
Cited by
Cited by
Year
A practical approach to microarray data analysis
D Berrar, M Granzow, W Dubitzky
Springer, 2002
4002002
Fundamentals of data mining in genomics and proteomics
W Dubitzky, M Granzow, DP Berrar
Springer Science & Business Media, 2007
1782007
Introduction to microarray data analysis
W Dubitzky, M Granzow, CS Downes, D Berrar
A practical approach to microarray data analysis, 1-46, 2003
1642003
Multiclass cancer classification using gene expression profiling and probabilistic neural networks
D Berrar, CS Downes, W Dubitzky
Proceedings of the Pacific Symposium on Biocomputing 8, 5-16, 2002
1042002
Pseudomonas aeruginosa cystic fibrosis isolates of similar RAPD genotype exhibit diversity in biofilm forming ability in vitro
E Deligianni, S Pattison, D Berrar, NG Ternan, RW Haylock, JE Moore, ...
Bmc Microbiology 10 (1), 1-13, 2010
912010
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
J Natarajan, D Berrar, W Dubitzky, C Hack, Y Zhang, C DeSesa, ...
BMC bioinformatics 7 (1), 1-16, 2006
842006
Caveats and pitfalls of ROC analysis in clinical microarray research (and how to avoid them)
D Berrar, P Flach
Briefings in bioinformatics 13 (1), 83-97, 2012
792012
Avoiding model selection bias in small-sample genomic datasets
D Berrar, I Bradbury, W Dubitzky
Bioinformatics 22 (10), 1245-1250, 2006
602006
Detecting click fraud in online advertising: a data mining approach
R Oentaryo, EP Lim, M Finegold, D Lo, F Zhu, C Phua, EY Cheu, GE Yap, ...
The Journal of Machine Learning Research 15 (1), 99-140, 2014
572014
Cross-validation
D Berrar
Encyclopedia of Bioinformatics and Computational Biology 1, 542-545, 2018
462018
Tumor classification by gene expression profiling: comparison and validation of five clustering methods
M Granzow, D Berrar, W Dubitzky, A Schuster, FJ Azuaje, R Eils
ACM Sigbio Newsletter 21 (1), 16-22, 2001
442001
Survival trees for analyzing clinical outcome in lung adenocarcinomas based on gene expression profiles: identification of neogenin and diacylglycerol kinase α expression as …
D Berrar, B Sturgeon, I Bradbury, CS Downes, W Dubitzky
Journal of Computational Biology 12 (5), 534-544, 2005
422005
Knowledge discovery in biology and biotechnology texts: a review of techniques, evaluation strategies, and applications
J Natarajan, D Berrar, CJ Hack, W Dubitzky
Critical reviews in biotechnology 25 (1-2), 31-52, 2005
412005
Enterolactone restricts the proliferation of the LNCaP human prostate cancer cell line in vitro
MJ McCann, CIR Gill, T Linton, D Berrar, H McGlynn, IR Rowland
Molecular nutrition & food research 52 (5), 567-580, 2008
362008
Attitudes towards diagnostic tests and therapies for dry eye disease
JE Graham, VE McGilligan, D Berrar, A Leccisotti, JE Moore, AJ Bron, ...
Ophthalmic research 43 (1), 11-17, 2010
302010
Towards data warehousing and mining of protein unfolding simulation data
D Berrar, F Stahl, C Silva, JR Rodrigues, RMM Brito, W Dubitzky
Journal of clinical monitoring and computing 19 (4), 307-317, 2005
302005
Bayes’ Theorem and Naive Bayes Classifier
D Berrar
Encyclopedia of Bioinformatics and Computational Biology 1, 403-412, 2018
292018
Killer immunoglobulin-like receptor and human leukocyte antigen-C genotypes in rheumatoid arthritis primary responders and non-responders to anti-TNF-α therapy
CM McGeough, D Berrar, G Wright, C Mathews, P Gilmore, ...
Rheumatology international 32 (6), 1647-1653, 2012
292012
Incorporating domain knowledge in machine learning for soccer outcome prediction
D Berrar, P Lopes, W Dubitzky
Machine learning 108 (1), 97-126, 2019
252019
Microarray data integration and machine learning techniques for lung cancer survival prediction
DP Berrar, B Sturgeon, I Bradbury, W Dubitzky
Proceedings of the the International Conference of Critical Assessment of …, 2003
252003
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Articles 1–20