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Integrated Theory- and Data-driven Feature Selection in Gene Expression Data Analysis

The exponential growth of high dimensional biological data has led to a rapid increase in demand for automated approaches for knowledge production. Existing methods rely on two general approaches to address this challenge: 1) the Theory-driven approach, which utilizes prior accumulated knowledge, an...

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Bibliografiske detaljer
Udgivet i:Proc Int Conf Data Eng
Main Authors: Raghu, Vineet K., Ge, Xiaoyu, Chrysanthis, Panos K., Benos, Panayiotis V.
Format: Artigo
Sprog:Inglês
Udgivet: 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5799807/
https://ncbi.nlm.nih.gov/pubmed/29422764
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ICDE.2017.223
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