Adaptive local hyperplane classification

Neurocomputing

Volumn 71, Issue 13-15, 2008, Pages 3001-3004

  Yang, Tao ^a   Kecman, Vojislav ^a  

^a UNIVERSITY OF AUCKLAND   (New Zealand)

Author keywords

Manifold; Nearest neighbor; Pattern classification

Indexed keywords

GEOMETRY; PATTERN RECOGNITION;

DATA SET; LOCAL HYPERPLANES; MANIFOLD; NEAREST NEIGHBORS; REAL DATA SETS;

CLASSIFICATION (OF INFORMATION);

ACCURACY; ADAPTIVE HYPERPLANE CLASSIFICATION; ARTICLE; CLASSIFICATION ALGORITHM; CLASSIFIER; CONTROLLED STUDY; DATA BASE; DISCRIMINANT ANALYSIS; INTERMETHOD COMPARISON; K NEAREST NEIGHBOR; MATHEMATICAL ANALYSIS; PRIORITY JOURNAL; QUALITY CONTROL; STATISTICAL PARAMETERS;

EID: 56449083499     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2008.01.014     Document Type: Article

References (8)

1. Q.B. Gao, Z.Z. Wang, Center-based nearest neighbor classifier, Pattern Recognition 40 (2007) 346-349.
2. T. Hastie, R. Tibshirani, Discriminant adaptive nearest neighbor classification, IEEE Trans. Pattern Anal. Mach. Intell. 18 (6) (1996) 607-615.
3. S. Li, J. Lu, Face recognition using the nearest feature line method, IEEE Trans. Neural Networks 10 (2) (1999) 439-443.
4. L. Nanni, A novel ensemble of classifiers for protein fold recognition, Neurocomputing 69 (2006) 2434-2437.
5. L. Nanni, A. Lumini, An ensemble of K-local hyperplanes for predicting protein-protein interactions, Bioinformatics 22 (2006) 1207-1210.
6. A. Reinhardt, T. Hubbard, Using neural networks for prediction of the subcellular location of proteins, Nucl. Acids Res. 26 (1998) 2230-2236.
7. P. Vincent, Y. Bengio, K-local hyperplane and convex distance nearest neighbor algorithms, Advances in Neural Information Processing Systems (NIPS), vol. 14, MIT Press, Cambridge, MA, 2002, pp. 985-992.
8. W. Zheng, L. Zhao, C. Zou, Locally nearest neighbor classifiers for pattern classification, Pattern Recognition 37 (2004) 1307-1309.