A novel nonparametric computational strategy for identifying differential methylation regions
Sign Up to like & getrecommendations! Published in 2022 at "BMC Bioinformatics"
DOI: 10.1186/s12859-022-04563-8
Abstract: Background DNA methylation has long been known as an epigenetic gene silencing mechanism. For a motivating example, the methylomes of cancer and non-cancer cells show a number of methylation differences, indicating that certain features characteristics… read more here.
Keywords: methylation; nonparametric computational; strategy identifying; method ... See more keywords
A Novel Nonparametric Feature Selection Approach Based on Mutual Information Transfer Network
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DOI: 10.3390/e24091255
Abstract: The filter feature selection algorithm is habitually used as an effective way to reduce the computational cost of data analysis by selecting and implementing only a subset of original features into the study. Mutual information… read more here.
Keywords: mutual information; novel nonparametric; feature; feature selection ... See more keywords