Generalized k-nearest neighbor rules

DOI10.1016/0165-0114(86)90004-7zbMath0608.62073OpenAlexW2065581761MaRDI QIDQ1085925

Siew K. Chuah, James C. Bezdek, David B. Leep

Publication date: 1986

Published in: Fuzzy Sets and Systems (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0165-0114(86)90004-7

zbMATH Keywords

fuzzy setspattern recognitionfuzzy c-meansfuzzy k-NNR'sgeneralized NNR'sk-nearest neighbor (k-NNR) algorithms

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Pattern recognition, speech recognition (68T10)

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Cites Work

• Unnamed Item
• An efficient estimator of pattern recognition system error probability
• Parametric estimation for normal mixtures
• The optimal distance measure for nearest neighbor classification
• Optimal Fuzzy Partitions: A Heuristic for Estimating the Parameters in a Mixture of Normal Distributions
• Nonparametric Estimation of the Bayes Error of Feature Extractors Using Ordered Nearest Neighbor Sets
• Prototype classification and feature selection with fuzzy sets
• Nearest neighbor pattern classification