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An efficient multivariate feature ranking method for gene selection in high-dimensional microarray data

delete2021-03-01
delete45
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J
Junghye Lee *
I
In Young Choi
C
Chi‐Hyuck Jun
DOI:10.1016/j.eswa.2020.113971delete
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摘要

摘要

En 中文
Classification of microarray data plays a significant role in the diagnosis and prediction of cancer. However, its high-dimensionality (>tens of thousands) compared to the number of observations (
Keyword:
Multivariate feature selection
Gene selection
High-dimensional data
Microarray data
Classification
Multiclass
Mixed-type data
Markov blanket
Ranking
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Expert Systems with Applications 封面图
Expert Systems with Applications
IF:
7.5
论文数:
2.9W
被引数:
10.2W

机构

C
catholic university of korea
学者数:
1.4W
论文数: 1.3W
被引数: 9
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