Graph embedding based feature selection

• المؤلفون الرئيسيون: Wei, Dan., Li, Shutao., Tan, Mingkui.
• مؤلفون آخرون: School of Computer Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2013
• الموضوعات: DRNTU::Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/84508; http://hdl.handle.net/10220/13651
• المؤسسة: 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...