Prototype optimization for nearest-neighbor classification

DOI10.1016/S0031-3203(01)00124-8zbMath1005.68133MaRDI QIDQ1347617

V. Pereyra

Publication date: 31 July 2002

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

zbMATH Keywords

nearest-neighbor classifiersclassification oriented error function

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (2)

GEOMETRIC PROXIMITY GRAPHS FOR IMPROVING NEAREST NEIGHBOR METHODS IN INSTANCE-BASED LEARNING AND DATA MINING ⋮ Prototype selection for dissimilarity-based classifiers

Cites Work

• Self-organization and associative memory.
• Statistical Properties of Error Estimators in Performance Assessment of Recognition Systems
• Finding Prototypes For Nearest Neighbor Classifiers
• An algorithm for a selective nearest neighbor decision rule (Corresp.)
• A deterministic annealing approach to clustering

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