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The Laplacian classifier
- Source :
- IEEE Transactions on Signal Processing. July, 2007, Vol. 55 Issue 7, p3262, 10 p.
- Publication Year :
- 2007
-
Abstract
- A novel classifier is developed in a kernel feature space related to the eigenspectrum of the Laplacian data matrix. It is shown that the new classifier has performed better than the Parzen window Bayes classifier and in many cases it is comparable to the support vector machine, at a computationally lower cost.
Details
- Language :
- English
- ISSN :
- 1053587X
- Volume :
- 55
- Issue :
- 7
- Database :
- Gale General OneFile
- Journal :
- IEEE Transactions on Signal Processing
- Publication Type :
- Academic Journal
- Accession number :
- edsgcl.167330220