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  Research Fellows And Research Projects  
  Project abstracts can be viewed from the CD-ROM which is enclosed or the SMA website (http://www.sma.nus.edu.sg).  
     
  AMM&NS Programme HPCES Programme IMST Programme MEBCS Programme  
  CS Programme        
     
  CS Programme  
     
 
DR ZHANG DE
Expertise: Machine learning, information retrieval and data mining
     
Machine Learning for Text Classification
     
Project Advisor
(Singapore)
:
Assoc Prof Lee Wee Sun
     
Duration :
September 2004 to January 2006
     
 
 

Project Abstract:

We are developing novel machine learning algorithms for text classification. Particular interests are in kernel methods, semi-supervised learning, separating content and style, multipurpose and multi-lingual pattern analysis, etc.

 
     
 
Biomedical Information Retrieval and Digging
     
Project Advisor
(Singapore)
:
Assoc Prof Lee Wee Sun
     
Duration :
January 2004 to January 2006
     
 
 
The Biomedical Information Retrieval & Digging (BIRD) project aims at creating computer programs that can automatically read and analyze the tremendous amount of biomedical information on the Internet. We think the key feature of biomedical information is the rich data with rich annotations and linkages. The biomedical data resources include: text literature (e.g., journal/conference papers, book reviews), bibliographic databases (e.g., MEDLINE), genome databases (e.g. mouse, yeast), gene/protein function databases (e.g., GeneOntology, LocusLink, GeneRIF), and so on. Such a data richness poses great challenges and opportunities to computer scientists.
 
     
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