The multi-class metric problem in nearest neighbour discrimination rules

Discriminant Adaptive Nearest Neighbor Classification

IEEE Transactions on Pattern Analysis and Machine Intelligence

A Review and Empirical Evaluation of Feature Weighting Methods for aClass of Lazy Learning Algorithms

Artificial Intelligence Review - Special issue on lazy learning

Locally Adaptive Metric Nearest-Neighbor Classification

IEEE Transactions on Pattern Analysis and Machine Intelligence

Probability Based Metrics for Nearest Neighbor Classification and Case-Based Reasoning

ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development

Choosing k for two-class nearest neighbour classifiers with unbalanced classes

Pattern Recognition Letters

Multi-class relevance feedback content-based image retrieval

Computer Vision and Image Understanding

Adaptive Quasiconformal Kernel Nearest Neighbor Classification

IEEE Transactions on Pattern Analysis and Machine Intelligence

An efficient weighted nearest neighbour classifier using vertical data representation

International Journal of Business Intelligence and Data Mining

Probability Based Metrics for Locally Weighted Naive Bayes

CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence

Fast k-NN classifier for documents based on a graph structure

CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications

A Modified Short and Fukunaga Metric based on the attribute independence assumption

Pattern Recognition Letters

An Augmented Value Difference Measure

Pattern Recognition Letters