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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)
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
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Department of Computer Science, Hong Kong Baptist University
Hong Kong Baptist University