A characterization of nearest-neighbor rule decision surfaces and a new approach to generate them

DOI10.1016/0031-3203(78)90047-XzbMath0372.68024OpenAlexW2024413472MaRDI QIDQ1244052

K. Appert

Publication date: 1978

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

Full work available at URL: https://doi.org/10.1016/0031-3203(78)90047-x

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Pattern recognition, speech recognition (68T10) Algorithms in computer science (68W99)

Related Items (2)

GEOMETRIC PROXIMITY GRAPHS FOR IMPROVING NEAREST NEIGHBOR METHODS IN INSTANCE-BASED LEARNING AND DATA MINING ⋮ An algorithm for determining identity of nearest-neighbor and potential function decision rules

Cites Work

• An efficient algorithm for determining the convex hull of a finite planar set
• Linear and Nonlinear Separation of Patterns by Linear Programming
• Nearest neighbor pattern classification
• Multisurface method of pattern separation
• Linear and Nonlinear Methods in Pattern Classification
• A Recognition Method Using Neighbor Dependence
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