| A practical approach to microarray data analysis D Berrar, M Granzow, W Dubitzky Springer, 2002 | 400 | 2002 |
| Fundamentals of data mining in genomics and proteomics W Dubitzky, M Granzow, DP Berrar Springer Science & Business Media, 2007 | 178 | 2007 |
| Introduction to microarray data analysis W Dubitzky, M Granzow, CS Downes, D Berrar A practical approach to microarray data analysis, 1-46, 2003 | 164 | 2003 |
| 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 | 104 | 2002 |
| 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 | 91 | 2010 |
| 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 | 84 | 2006 |
| 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 | 79 | 2012 |
| Avoiding model selection bias in small-sample genomic datasets D Berrar, I Bradbury, W Dubitzky Bioinformatics 22 (10), 1245-1250, 2006 | 60 | 2006 |
| 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 | 57 | 2014 |
| Cross-validation D Berrar Encyclopedia of Bioinformatics and Computational Biology 1, 542-545, 2018 | 46 | 2018 |
| 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 | 44 | 2001 |
| 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 | 42 | 2005 |
| 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 | 41 | 2005 |
| 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 | 36 | 2008 |
| 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 | 30 | 2010 |
| 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 | 30 | 2005 |
| Bayes’ Theorem and Naive Bayes Classifier D Berrar Encyclopedia of Bioinformatics and Computational Biology 1, 403-412, 2018 | 29 | 2018 |
| 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 | 29 | 2012 |
| Incorporating domain knowledge in machine learning for soccer outcome prediction D Berrar, P Lopes, W Dubitzky Machine learning 108 (1), 97-126, 2019 | 25 | 2019 |
| 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 | 25 | 2003 |
Werner DubitzkyFreelance Data ScientistVerified email at dubitzky.com
