Robust models and novel similarity measures for high-dimensional data clustering

• Main Author: Nguyen, Duc Thang
• Other Authors: Chan Chee Keong
• Format: Theses and Dissertations
• Language: English
• Published: 2012
• Subjects: DRNTU::Engineering::Computer science and engineering::Information systems::Information systems applications
• Online Access: https://hdl.handle.net/10356/48657
• Institution: Nanyang Technological University

The purpose of this thesis is to present our research works on some of the fundamental issues encountered in high-dimensional data clustering. From our study of the current literature, we list out a few important problems that are still open for solutions in the field, and propose the appropriate so...