Study of the classification in the subspace of the asymmetric principle component analysis

• Main Author: Gao, Li
• Other Authors: Jiang Xudong
• Format: Theses and Dissertations
• Language: English
• Published: 2015
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/64992
• Institution: Nanyang Technological University

My dissertation mainly studies the process of principal component analysis method which widely used for pattern classification. Besides, it analyses the problems of principal component analysis method when the training data are unbalance. A new method called asymmetric principal component a...