SPARSE GENERALIZED LINEAR MODEL WITH L 0 APPROXIMATION FOR FEATURE SELECTION AND PREDICTION WITH BIG OMICS DATA

Sparse generalized linear model with L 0 approximation for feature selection and prediction with big omics data

Abstract Background Feature selection sofia barclay sexy and prediction are the most important tasks for big data mining.The common strategies for feature selection in big data mining are L 1, SCAD and MC+.However, none of the existing algorithms optimizes L 0, which penalizes the number of nonzero features directly.Results In this paper, we develo

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Nationwide safety surveillance of COVID-19 mRNA vaccines following primary series and first booster vaccination in Singapore

Background: The real-world safety profile of COVID-19 mRNA vaccines remains incompletely elucidated.Methods: We performed a nationwide post-market safety surveillance analysis in Singapore, on vacinees aged 5 years and older, through mid-September 2022.Observed-over-expected (O/E) analyses were performed to identify potential safety signals among e

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LEADERSHIP, GOOD GOVERNANCE AND DEVELOPMENT IN NIGERIA

The success or failure of governance in any regime in power is basically determined by the quality of leadership of such administration.The study of the connection between leadership and good governance aluminum lotion for national development has become essential with the restoration of democratic governance in Nigeria.In the first ten years of Ni

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