Kernel nearest-neighbor algorithm

Neural Processing Letters

Volumn 15, Issue 2, 2002, Pages 147-156

  Yu, Kai ^a   Ji, Liang ^a   Zhang, Xuegong ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Kernel; Nearest neighbor; Nonlinear classification

Indexed keywords

COMPUTATIONAL METHODS; DATABASE SYSTEMS; FEATURE EXTRACTION; LEARNING SYSTEMS; NEURAL NETWORKS;

HILBERT SPACE; KERNEL NEAREST NEIGHBOR ALGORITHM; LINEAR LEARNING MACHINES; NONLINEAR CLASSIFICATION; SUPPORT VECTOR MACHINE;

LEARNING ALGORITHMS;

EID: 0036529857     PISSN: 13704621     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1015244902967     Document Type: Article

References (12)

1. The condensed nearest neighbor rule
2. Asymptotic properties of nearest neighbor rules using edited data
3. Theoretical foundation of potential function method in pattern recognition learning
4. The Robbince-Monroe process and the method of potential functions
5. Nonlinear component analysis as a kernel eigenvalue problem
6. UCI repository of machine learning databases
7. Backpropagation applied to handwritten zip code recognition
8. Support vector machines for large-scale regression problems
9. Extracting support data for a given task