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Review of classical dimensionality reduction and sample selection methods for large-scale data processing.
Xinzheng Xu
Tianming Liang
Jiong Zhu
Dong Zheng
Tongfeng Sun
Published in:
Neurocomputing (2019)
Keyphrases
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data processing
dimensionality reduction
data analysis
machine learning methods
feature selection
active learning
principal component analysis
genetic programming
benchmark datasets
cross validation
high dimensionality
dimensionality reduction methods