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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.


Project in Different Research Areas:

Computational Intelligence Databases and Information Management Networking and Systems Pattern Recognition and Machine Learning Others
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Department of Computer Science, Hong Kong Baptist University
Hong Kong Baptist University