An algorithm for determining identity of nearest-neighbor and potential function decision rules

DOI10.1016/0031-3203(80)90027-8zbMath0441.68102OpenAlexW2083345079MaRDI QIDQ1143189

Sargur N. Srihari, Lee J. White, Thomas Snabb

Publication date: 1980

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/2027.42/23399

zbMATH Keywords

computational geometrydecision rulenearest-neighbor rulepotential function classifier

Mathematics Subject Classification ID

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

Cites Work

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• Identity conditions for nearest-neighbor and potential-function classifiers
• A characterization of nearest-neighbor rule decision surfaces and a new approach to generate them
• Potential function algorithms for pattern recognition learning machines
• A comparison of the decision surfaces of the nearest neighbour and potential function classifiers
• Discriminatory Analysis. Nonparametric Discrimination: Consistency Properties
• Patterns in pattern recognition: 1968-1974
• A Theory of Adaptive Pattern Classifiers
• Nearest neighbor pattern classification

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