The applications of sparsity in classification

• Main Author: Tuong, Nguyen Xuan.
• Other Authors: Vitali Zagorodnov
• Format: Final Year Project
• Language: English
• Published: 2011
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: http://hdl.handle.net/10356/44846
• Institution: Nanyang Technological University

The real-world data nowadays is usually in high dimension. For example, one data image can be represented as a thousand to million dimension vector. The disadvantage of processing high dimension data is not only in the term of computational complexity but also in the term of non-reliability due to n...