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Instance selection for the nearest neighbor classifier: Connecting the performance to the underlying data structure
(Springer, 2019)Instance selection is one of the most successful solutions to low noise tolerance of the nearest neighbor classifier. Many algorithms have been proposed in the literature, but further research in this area is still needed ...