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Werner Dubitzky
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Publications
- 2021
- [j37]Daniel Berrar, Werner Dubitzky:
Deep learning in bioinformatics and biomedicine. Briefings Bioinform. 22(2): 1513-1514 (2021) - 2019
- [j36]Daniel Berrar, Werner Dubitzky:
Should significance testing be abandoned in machine learning? Int. J. Data Sci. Anal. 7(4): 247-257 (2019) - [j35]Daniel Berrar, Philippe Lopes, Jesse Davis, Werner Dubitzky:
Guest editorial: special issue on machine learning for soccer. Mach. Learn. 108(1): 1-7 (2019) - [j34]Werner Dubitzky, Philippe Lopes, Jesse Davis, Daniel Berrar:
The Open International Soccer Database for machine learning. Mach. Learn. 108(1): 9-28 (2019) - [j33]Daniel Berrar, Philippe Lopes, Werner Dubitzky:
Incorporating domain knowledge in machine learning for soccer outcome prediction. Mach. Learn. 108(1): 97-126 (2019) - 2017
- [j32]Daniel P. Berrar, Philippe Lopes, Werner Dubitzky:
Caveats and pitfalls in crowdsourcing research: the case of soccer referee bias. Int. J. Data Sci. Anal. 4(2): 143-151 (2017) - [c41]Daniel P. Berrar, Werner Dubitzky:
On the Jeffreys-Lindley Paradox and the Looming Reproducibility Crisis in Machine Learning. DSAA 2017: 334-340 - 2014
- [e5]Huiru Jane Zheng, Werner Dubitzky, Xiaohua Hu, Jin-Kao Hao, Daniel P. Berrar, Kwang-Hyun Cho, Yadong Wang, David R. Gilbert:
2014 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2014, Belfast, United Kingdom, November 2-5, 2014. IEEE Computer Society 2014, ISBN 978-1-4799-5669-2 [contents] - 2006
- [j16]Daniel P. Berrar, Ian Bradbury, Werner Dubitzky:
Avoiding model selection bias in small-sample genomic datasets. Bioinform. 22(10): 1245-1250 (2006) - [j15]Daniel P. Berrar, Ian Bradbury, Werner Dubitzky:
Instance-based concept learning from multiclass DNA microarray data. BMC Bioinform. 7: 73 (2006) - [j14]Jeyakumar Natarajan, Daniel P. Berrar, Werner Dubitzky, Catherine J. Hack, Yonghong Zhang, Catherine DeSesa, James R. Van Brocklyn, Eric G. Bremer:
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. BMC Bioinform. 7: 373 (2006) - [c30]Cândida G. Silva, Vitaliy Ostropytskyy, Nuno Loureiro-Ferreira, Daniel P. Berrar, Martin T. Swain, Werner Dubitzky, Rui M. M. Brito:
P-found: The Protein Folding and Unfolding Simulation Repository. CIBCB 2006: 1-8 - [c29]Daniel P. Berrar, Werner Dubitzky:
Neural Plasma. IFIP AI 2006: 159-168 - [e3]Eric G. Bremer, Jörg Hakenberg, Eui-Hong Han, Daniel P. Berrar, Werner Dubitzky:
Knowledge Discovery in Life Science Literature, PAKDD 2006 International Workshop, KDLL 2006, Singapore, April 9, 2006, Proceedings. Lecture Notes in Computer Science 3886, Springer 2006, ISBN 3-540-32809-2 [contents] - 2005
- [j12]Daniel P. Berrar, Brian Sturgeon, Ian Bradbury, C. Stephen Downes, Werner Dubitzky:
Survival Trees for Analyzing Clinical Outcome in Lung Adenocarcinomas Based on Gene Expression Profiles: Identification of Neogenin and Diacylglycerol Kinase Expression as Critical Factors. J. Comput. Biol. 12(5): 534-544 (2005) - [c24]Frederic T. Stahl, Daniel P. Berrar, Cândida G. Silva, R. J. Rodrigues, Rui M. M. Brito, Werner Dubitzky:
Grid warehousing of molecular dynamics protein unfolding data. CCGRID 2005: 496-503 - 2003
- [c11]Daniel P. Berrar, C. Stephen Downes, Werner Dubitzky:
A Probabilistic Neural Network for Gene Selection and Classification of Microarray Data. IC-AI 2003: 342-352 - [c10]Daniel P. Berrar, C. Stephen Downes, Werner Dubitzky:
Multiclass Cancer Classification Using Gene Expression Profiling and Probabilistic Neural Networks. Pacific Symposium on Biocomputing 2003: 5-16
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