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Efficient kNN classification algorithm for big data

Neurocomputing · 2016 · Vol. 195 · pp. 143–148
Zhenyun DengXiaoshu ZhuDebo ChengMing ZongShichao Zhang
Face and Expression RecognitionAdvanced Image and Video Retrieval TechniquesText and Document Classification TechnologiesComputer scienceCluster analysisBig dataArtificial intelligencek-nearest neighbors algorithmScale (ratio)Data miningPattern recognition (psychology)k-means clusteringMachine learning

Funding

  • National Natural Science Foundation of China
  • China Postdoctoral Science Foundation
  • Natural Science Foundation of Guangxi Province
Citations
609
FWCI
22.03
field-weighted impact
References
28
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100%
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Citations per year
References
A survey of kernel and spectral methods for clustering
Pattern Recognition · 2007 · 825 citations
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