Robust nearest-neighbor methods for classifying high-dimensional data

Yao-ban Chan, Peter Hall

We suggest a robust nearest-neighbor approach to classifying high-dimensional data. The method enhances sensitivity by employing a threshold and truncates to a sequence of zeros an…