Missing Value Imputation for Epistasis MAPs
Source:17th annual International Conference on Intelligent Systems for Molecular Biology (ISMB) and 8th European Conference on Computational Biology (ECCB), Stockholm, Sweden (2009)
We introduce the problem of missing value imputation for Epistasis miniarray profiles(E-MAPS) and show the results of adapting two existing techniques to address the problem. In doing so we highlight some unique aspects of the problem – the pairwise nature of the data and the high percentage of missing values.
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