𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Kernel clustering-based discriminant analysis

✍ Scribed by Bo Ma; Hui-yang Qu; Hau-san Wong


Book ID
108234391
Publisher
Elsevier Science
Year
2007
Tongue
English
Weight
168 KB
Volume
40
Category
Article
ISSN
0031-3203

No coin nor oath required. For personal study only.


πŸ“œ SIMILAR VOLUMES


Speed up kernel discriminant analysis
✍ Deng Cai; Xiaofei He; Jiawei Han πŸ“‚ Article πŸ“… 2010 πŸ› Springer-Verlag 🌐 English βš– 356 KB
A reformative kernel Fisher discriminant
✍ Yong Xu; Jing-yu Yang; Jian Yang πŸ“‚ Article πŸ“… 2004 πŸ› Elsevier Science 🌐 English βš– 133 KB

A reformative kernel Fisher discriminant method is proposed, which is directly derived from the naive kernel Fisher discriminant analysis with superiority in classiΓΏcation e ciency. In the novel method only a part of training patterns, called "signiΓΏcant nodes", are necessary to be adopted in classi

An efficient kernel discriminant analysi
✍ Juwei Lu; K.N. Plataniotis; A.N. Venetsanopoulos; Jie Wang πŸ“‚ Article πŸ“… 2005 πŸ› Elsevier Science 🌐 English βš– 167 KB

Small sample size and high computational complexity are two major problems encountered when traditional kernel discriminant analysis methods are applied to high-dimensional pattern classification tasks such as face recognition. In this paper, we introduce a new kernel discriminant learning method, w