HKBU  |  SCI  |  BUniPort  |  Library  |  Alumni  |  Job Vacancies  |  Intranet  |  Sitemap        
Undergraduate Admissions
Taught Postgraduate Admissions
Research Postgraduate Admissions
Scholarship
News & Achievements
Events
Video
Research Highlights
Contact & Direction
International Exchange and Internship Programmes
 

RESEARCH HIGHLIGHTS

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

Pattern Recognition and Machine Learning

On Feature Selection in Gaussian Mixture Clustering
Staff Prof. CHEUNG, Yiu Ming (Principal Investigator)
URL http://www.comp.hkbu.edu.hk/~ymc/project/Feature_Selection/project.htm
Abstract This project proposes a new method for feature selection in Gaussian mixture clustering, and integrates it with our recently proposed RPEM algorithm so that the three closely-related issues: data clustering, model selection, and the feature selection, are all performed in a single learning process, but not a separated way. Empirical studies have shown the efficacy of the proposed approach.


Project in Different Research Areas:

Computational Intelligence Databases and Information Management Networking and Systems Pattern Recognition and Machine Learning Others
Copyright © 2017. All rights reserved.Privacy Policy
Department of Computer Science, Hong Kong Baptist University
Hong Kong Baptist University