Gaussian kernel optimization for pattern classification
โ Scribed by Jie Wang; Haiping Lu; K.N. Plataniotis; Juwei Lu
- Book ID
- 108234526
- Publisher
- Elsevier Science
- Year
- 2009
- Tongue
- English
- Weight
- 306 KB
- Volume
- 42
- Category
- Article
- ISSN
- 0031-3203
No coin nor oath required. For personal study only.
๐ SIMILAR VOLUMES
We propose and investigate the performance of a new geometry-based algorithm designed to identify potentially informative data points for classification. An incremental QR update scheme is used to build a classifier using a subset of these points as radial basis function centers. The minimum descrip
A common approach in structural pattern classification is to define a dissimilarity measure on patterns and apply a distance-based nearest-neighbor classifier. In this paper, we introduce an alternative method for classification using kernel functions based on edit distance. The proposed approach is