Feature dimension reduction for microarray data analysis

• 主要作者: Shi, Chao
• 其他作者: Chen Lihui
• 格式: Theses and Dissertations
• 出版: 2008
• 主題: DRNTU::Engineering::Electrical and electronic engineering::Electronic circuits
• 在線閱讀: https://hdl.handle.net/10356/3241
• 機構: 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...