Development and evaluation of clustering algorithms for microarray data analyses

• Main Author: Wang, Yiman.
• Other Authors: Li, Jinming
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences; DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: http://hdl.handle.net/10356/2527
• Institution: Nanyang Technological University

In this dissertation project, clustering algorithms have been implemented and applied to DNA microarray data analysis. An efficient and robust software system called GeneSpy has been eventually developed. It provides many of the methods drawn from standard statistical cluster analysis. Presented to...