Graph embedding based feature selection

• Main Authors: Wei, Dan., Li, Shutao., Tan, Mingkui.
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/84508; http://hdl.handle.net/10220/13651
• Institution: Nanyang Technological University

Usually many real datasets in pattern recognition applications contain a large quantity of noisy and redundant features that are irrelevant to the intrinsic characteristics of the dataset. The irrelevant features may seriously deteriorate the learning performance. Hence feature selection which aims...