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RESEARCH HIGHLIGHTSSome of the project highlights of the Department are listed below:
Computational Intelligence
| A Model-based Approach to Distributed Data Mining with Privacy Preservation |
 | Staff |
Dr. CHEUNG, William Kwok Wai (Supervisor of PhD Student Mr. ZHANG, Xiaofeng) | | Abstract |
To investigate a principled way of learning global statistical models (for clustering and manifold discovery) from physically distributed local data subsets. Research issues include deriving a proper local data abstractions, learning global generative models from the local abstractions, and enabling negotiation among the local data sources for optimizing the global model accuracy with a minimum cost. |
Project in Different Research Areas:
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