RESEARCH HIGHLIGHTS

Some of the project highlights of the Department are listed below:

Pattern Recognition and Machine Learning

Dimensional Reduction and Model Selection in High-dimensional Data Clustering Analysis with Applications
	Staff	Prof. CHEUNG, Yiu Ming (Principal Investigator)
	URL	http://www.comp.hkbu.edu.hk/~ymc/project/RGC_Visit_Yr11/Project_by_ymc.pdf
	Abstract	This project is to develop a single learning paradigm for three major tasks in high-dimensional data clustering analysis: (1) Dimensional Reduction, (2) Model Selection, and (3) Model Parameter Estimation. In this approach, both of the feature relevance and the cluster structure are considered. Extensive experiments show the efficacy of the proposed approach.