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An Ensemble Feature Selection Method for Biomarker Discovery

Feature selection in Liquid Chromatography-Mass Spectrometry (LC-MS)-based metabolomics data (biomarker discovery) have become an important topic for machine learning researchers. High dimensionality and small sample size of LC-MS data make feature selection a challenging task. The goal of biomarker...

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Bibliografiske detaljer
Udgivet i:Proc IEEE Int Symp Signal Proc Inf Tech
Main Authors: Shahrjooihaghighi, Aliasghar, Frigui, Hichem, Zhang, Xiang, Wei, Xiaoli, Shi, Biyun, Trabelsi, Ameni
Format: Artigo
Sprog:Inglês
Udgivet: 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6420823/
https://ncbi.nlm.nih.gov/pubmed/30887013
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ISSPIT.2017.8388679
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