Feature dimension reduction for microarray data analysis

• المؤلف الرئيسي: Shi, Chao
• مؤلفون آخرون: Chen Lihui
• التنسيق: Theses and Dissertations
• منشور في: 2008
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering::Electronic circuits
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/3241
• المؤسسة: Nanyang Technological University

In this project, we target to find effective and unsupervised feature reduction tools for gene expression data classification purpose. We have tackled the problem from both feature selection and feature extraction approaches. Three feature reduction algo- rithms, fast entropy ranking, revised locall...