A generalized mean distance-based k-nearest neighbor classifier

Jianping Gou; Hongxing Ma; Weihua Ou; Shaoning Zeng; Yunbo Rao; Hebiao Yang

doi:10.1016/j.eswa.2018.08.021

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A generalized mean distance-based k-nearest neighbor classifier

Jianping Gou Hongxing Ma Weihua Ou Shaoning Zeng Yunbo Rao Hebiao Yang

Year: 2018 Journal: Expert Systems with Applications Vol: 115 Pages: 356-372 Publisher: Elsevier BV

DOI: 10.1016/j.eswa.2018.08.021

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Keywords:

Pattern recognition (psychology) Categorical variable k-nearest neighbors algorithm Mathematics Outlier Generalized mean Classifier (UML) Nearest neighbor search Artificial intelligence Parametric statistics Computer science Statistics

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Statistical and Computational Modeling

Physical Sciences → Computer Science → Artificial Intelligence

Advanced Statistical Methods and Models

Physical Sciences → Mathematics → Statistics and Probability

Advanced Chemical Sensor Technologies

Physical Sciences → Engineering → Biomedical Engineering

A generalized mean distance-based k-nearest neighbor classifier

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