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Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing.
Jun Yan
Benyu Zhang
Ning Liu
Shuicheng Yan
QianSheng Cheng
Weiguo Fan
Qiang Yang
Wensi Xi
Zheng Chen
Published in:
IEEE Trans. Knowl. Data Eng. (2006)
Keyphrases
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data preprocessing
dimensionality reduction
preprocessing step
preprocessing
data mining
feature selection
low dimensional
real world
machine learning
feature extraction
data cleaning
data streams
high dimensional
principal component analysis