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Daniel Berrar
Daniel Berrar
The Open University, UK, and Tokyo Institute of Technology, Japan
Verified email at open.ac.uk - Homepage
Title
Cited by
Cited by
Year
Cross-validation
D Berrar
Encyclopedia of Bioinformatics and Computational Biology 1, 542-545, 2018
13952018
Bayes’ Theorem and Naive Bayes Classifier
D Berrar
Encyclopedia of Bioinformatics and Computational Biology 1, 403-412, 2018
5922018
A practical approach to microarray data analysis
D Berrar, M Granzow, W Dubitzky
Springer, 2002
5152002
Fundamentals of data mining in genomics and proteomics
W Dubitzky, M Granzow, DP Berrar
Springer Science & Business Media, 2007
2732007
Introduction to microarray data analysis
W Dubitzky, M Granzow, CS Downes, D Berrar
A practical approach to microarray data analysis, 1-46, 2003
2052003
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
1632012
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
1352010
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
1192014
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
1152002
Incorporating domain knowledge in machine learning for soccer outcome prediction
D Berrar, P Lopes, W Dubitzky
Machine learning 108, 97-126, 2019
1012019
Performance Measures for Binary Classification
D Berrar
Encyclopedia of Bioinformatics and Computational Biology 1, 546-560, 2018
1002018
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
892006
Avoiding model selection bias in small-sample genomic datasets
D Berrar, I Bradbury, W Dubitzky
Bioinformatics 22 (10), 1245-1250, 2006
672006
The Open International Soccer Database for machine learning
W Dubitzky, P Lopes, J Davis, D Berrar
Machine Learning, 1-20, 2018
572018
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
512020
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
482005
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
472001
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
442005
Deep learning in bioinformatics and biomedicine
D Berrar, W Dubitzky
Briefings in bioinformatics 22 (2), 1513-1514, 2021
422021
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
422009
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