List of Publications of Werner Dubitzky
List of Publications of Werner Dubitzky
Freelance Data Scientist
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Citée par
A practical approach to microarray data analysis
DP Berrar, W Dubitzky, M Granzow
Kluwer academic publishers, 2003
Encyclopedia of systems biology
W Dubitzky, O Wolkenhauer, H Yokota, KH Cho
Springer New York, 2013
Fundamentals of data mining in genomics and proteomics
W Dubitzky, M Granzow, DP Berrar
Springer Science & Business Media, 2007
Introduction to microarray data analysis
W Dubitzky, M Granzow, CS Downes, D Berrar
A practical approach to microarray data analysis, 1-46, 2003
Low vitamin D status adversely affects bone health parameters in adolescents–
KD Cashman, TR Hill, AA Cotter, CA Boreham, W Dubitzky, L Murray, ...
The American Journal of Clinical Nutrition 87 (4), 1039-1044, 2008
Vitamin D status and its determinants in adolescents from the Northern Ireland Young Hearts 2000 cohort
TR Hill, AA Cotter, S Mitchell, CA Boreham, W Dubitzky, L Murray, ...
British Journal of Nutrition 99 (5), 1061-1067, 2008
Computational methodologies for modelling, analysis and simulation of signalling networks
D Gilbert, H Fuss, X Gu, R Orton, S Robinson, V Vyshemirsky, MJ Kurth, ...
Briefings in Bioinformatics 7 (4), 339-353, 2006
Grid-enabling data mining applications with DataMiningGrid: An architectural perspective
V Stankovski, M Swain, V Kravtsov, T Niessen, D Wegener, J Kindermann, ...
Future Generation Computer Systems 24 (4), 259-279, 2008
Multiclass cancer classification using gene expression profiling and probabilistic neural networks
DP Berrar, CS Downes, W Dubitzky
Biocomputing 2003, 5-16, 2002
Towards creative information exploration based on Koestler’s concept of bisociation
W Dubitzky, T Kötter, O Schmidt, MR Berthold
Bisociative knowledge discovery: An introduction to concept, algorithms …, 2012
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), 373, 2006
Incorporating domain knowledge in machine learning for soccer outcome prediction
D Berrar, P Lopes, W Dubitzky
Machine Learning, 1-30, 2018
Predicting coronary disease risk based on short-term RR interval measurements: A neural network approach
F Azuaje, W Dubitzky, P Lopes, N Black, K Adamson, X Wu, JA White
Artificial Intelligence in Medicine 15 (3), 275-297, 1999
Discovering relevance knowledge in data: a growing cell structures approach
F Azuaje, W Dubitzky, N Black, K Adamson
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 30 …, 2000
Avoiding model selection bias in small-sample genomic datasets
D Berrar, I Bradbury, W Dubitzky
Bioinformatics 22 (10), 1245-1250, 2006
Vitamin D status and parathyroid hormone relationship in adolescents and its association with bone health parameters: analysis of the Northern Ireland Young Heart’s Project
TR Hill, AA Cotter, S Mitchell, CA Boreham, W Dubitzky, L Murray, ...
Osteoporosis International 21 (4), 695-700, 2010
The Open International Soccer Database for machine learning
W Dubitzky, P Lopes, J Davis, D Berrar
Machine Learning, 1-20, 2018
Performance of distributed multiscale simulations
J Borgdorff, M Ben Belgacem, C Bona-Casas, L Fazendeiro, D Groen, ...
Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2014
Complex system simulations with QosCosGrid
K Kurowski, W De Back, W Dubitzky, L Gulyás, G Kampis, M Mamonski, ...
International Conference on Computational Science, 387-396, 2009
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
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