Cross-validation D Berrar Encyclopedia of Bioinformatics and Computational Biology 1, 542-545, 2018 | 1137 | 2018 |
A practical approach to microarray data analysis D Berrar, M Granzow, W Dubitzky Springer, 2002 | 499 | 2002 |
Bayes’ Theorem and Naive Bayes Classifier D Berrar Encyclopedia of Bioinformatics and Computational Biology 1, 403-412, 2018 | 486 | 2018 |
Fundamentals of data mining in genomics and proteomics W Dubitzky, M Granzow, DP Berrar Springer Science & Business Media, 2007 | 266 | 2007 |
Introduction to microarray data analysis W Dubitzky, M Granzow, CS Downes, D Berrar A practical approach to microarray data analysis, 1-46, 2003 | 207 | 2003 |
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 | 146 | 2012 |
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, 1-13, 2010 | 130 | 2010 |
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 | 112 | 2002 |
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 | 111 | 2014 |
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, 1-16, 2006 | 86 | 2006 |
Incorporating domain knowledge in machine learning for soccer outcome prediction D Berrar, P Lopes, W Dubitzky Machine learning 108, 97-126, 2019 | 80 | 2019 |
Performance Measures for Binary Classification D Berrar Encyclopedia of Bioinformatics and Computational Biology 1, 546-560, 2018 | 77 | 2018 |
Avoiding model selection bias in small-sample genomic datasets D Berrar, I Bradbury, W Dubitzky Bioinformatics 22 (10), 1245-1250, 2006 | 67 | 2006 |
The Open International Soccer Database for machine learning W Dubitzky, P Lopes, J Davis, D Berrar Machine Learning, 1-20, 2018 | 50 | 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 | 46 | 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 | 45 | 2005 |
SOINN+, a self-organizing incremental neural network for unsupervised learning from noisy data streams C Wiwatcharakoses, D Berrar Expert Systems with Applications 143, 113069, 2020 | 44 | 2020 |
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, 2009 | 44 | 2009 |
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 | 42 | 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 | 40 | 2008 |