Towards a Data Science Collaboratory
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Bernd Bischl | Neil D. Lawrence | Balázs Kégl | Joaquin Vanschoren | Alan R. Williams | Matthias Schmid | Frank Hutter | Michèle Sebag | Katy Wolstencroft | Giulio Napolitano | Neil D. Lawrence | F. Hutter | B. Kégl | M. Sebag | J. Vanschoren | K. Wolstencroft | B. Bischl | M. Schmid | Giulio Napolitano
[1] Thomas Vogt,et al. Reinventing Discovery: The New Era of Networked Science , 2012 .
[2] Chunlei Wu,et al. BioGPS and MyGene.info: organizing online, gene-centric information , 2012, Nucleic Acids Res..
[3] J. Ioannidis. Why Most Published Research Findings Are False , 2005, PLoS medicine.
[4] Anne E. Trefethen,et al. Toward interoperable bioscience data , 2012, Nature Genetics.
[5] Ugo Becciani,et al. Scientific Workflow Management -- For Whom? , 2014, 2014 IEEE 10th International Conference on e-Science.
[6] Janet M Thornton,et al. ELIXIR: a distributed infrastructure for European biological data. , 2012, Trends in biotechnology.
[7] Kevin Leyton-Brown,et al. Auto-WEKA: combined selection and hyperparameter optimization of classification algorithms , 2012, KDD.
[8] J. Ioannidis. Why Most Discovered True Associations Are Inflated , 2008, Epidemiology.
[9] Luís Torgo,et al. A RapidMiner extension for open machine learning , 2013 .
[10] Barend Mons,et al. Open PHACTS: semantic interoperability for drug discovery. , 2012, Drug discovery today.
[11] Sean Bechhofer,et al. Research Objects: Towards Exchange and Reuse of Digital Knowledge , 2010 .
[12] V. Stodden,et al. Toward Reproducible Computational Research: An Empirical Analysis of Data and Code Policy Adoption by Journals , 2013, PloS one.
[13] Helen Shen,et al. Interactive notebooks: Sharing the code , 2014, Nature.
[14] D. Lipman,et al. Improved tools for biological sequence comparison. , 1988, Proceedings of the National Academy of Sciences of the United States of America.
[15] J L Edwards,et al. Interoperability of biodiversity databases: biodiversity information on every desktop. , 2000, Science.
[16] Hiroaki Kitano,et al. The systems biology markup language (SBML): a medium for representation and exchange of biochemical network models , 2003, Bioinform..
[17] Ian H. Witten,et al. The WEKA data mining software: an update , 2009, SKDD.
[18] F. Collins,et al. NIH plans to enhance reproducibility , 2014 .
[19] Luís Torgo,et al. OpenML: networked science in machine learning , 2014, SKDD.
[20] Thorsten Meinl,et al. KNIME: The Konstanz Information Miner , 2007, GfKl.
[21] J. Carpenter. May the best analyst win. , 2011, Science.
[22] Jon W. Huss,et al. BioGPS: an extensible and customizable portal for querying and organizing gene annotation resources , 2009, Genome Biology.
[23] Ian P. Gent. The Recomputation Manifesto , 2013, ArXiv.
[24] David Charles De Roure,et al. myExperiment: social networking for workflow-using e-scientists , 2007, WORKS '07.
[25] Oliver Hofmann,et al. ISA software suite: supporting standards-compliant experimental annotation and enabling curation at the community level , 2010, Bioinform..
[26] R. Peng. Reproducible Research in Computational Science , 2011, Science.
[27] Haym Hirsh. Data Mining Research: Current Status and Future Opportunities , 2008, Stat. Anal. Data Min..
[28] Anton Nekrutenko,et al. Dissemination of scientific software with Galaxy ToolShed , 2014, Genome Biology.
[29] Geoff Holmes,et al. MOA: Massive Online Analysis , 2010, J. Mach. Learn. Res..
[30] Regina Nuzzo,et al. Scientific method: Statistical errors , 2014, Nature.
[31] Carole Goble,et al. The SEEK: a platform for sharing data and models in systems biology. , 2011, Methods in enzymology.
[32] C. Begley,et al. Drug development: Raise standards for preclinical cancer research , 2012, Nature.