An efficient instance selection algorithm for k nearest neighbor regression

Author:

Song YunshengORCID,Liang Jiye,Lu Jing,Zhao Xingwang

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference31 articles.

1. Pattern Recognition and Machine Learning;Bishop,2006

2. A review of instance selection methods;Olvera-López;Artif. Intell. Rev.,2010

3. Prototype selection for nearest neighbor classification: taxonomy and empirical study;Garcia;IEEE Trans. Pattern Anal. Mach. Intell.,2012

4. Fusion of instance selection methods in regression tasks;Arnaiz-González;Inf. Fusion,2016

5. Genetic algorithms for outlier detection and variable selection in linear regression models;Tolvi;Soft Comput.,2004

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