A heuristic supervised Euclidean data difference dimension reduction for KNN classifier and its application to visual place classification

The curse of dimensionality for numerical integration of smooth functions II

(2013) Aicke Hinrichs et al.   JOURNAL OF COMPLEXITY

Joint discriminative dimensionality reduction and dictionary learning for face recognition

(2013) Zhizhao Feng et al.   PATTERN RECOGNITION

Coarse to fine K nearest neighbor classifier

(2013) Yong Xu et al.   PATTERN RECOGNITION LETTERS

Large-margin nearest neighbor classifiers via sample weight learning

(2010) Qinghua Hu et al.   NEUROCOMPUTING

Dimensionality reduction by minimizing nearest-neighbor classification error

(2010) Mauricio Villegas et al.   PATTERN RECOGNITION LETTERS

COLD: The CoSy Localization Database

(2009) A. Pronobis et al.   INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH

Choice of neighbor order in nearest-neighbor classification

(2008) Peter Hall et al.   ANNALS OF STATISTICS