To date, SMA Fellows have published 366 articles in 289 journals while 51 articles have been accepted for publication in 43 journals. Some articles are listed under more than one category.

Language and Compiler Techniques

Journal Publications

1. Andrei S., Cavadini S. C. & Chin W. N., “A New Algorithm for Regularizing One-Letter Context-Free Grammars”, Theoretical Computer Science, Vol. 306, No. 1-3, pp. 113-122 (2003).
   
   
2. Andrei S. & Chin W. N., “Solving a Class of Higher-Order Equations over a Group Structure”, Journal of Symbolic Computation, Vol. 37, No. 3, pp. 329-341 (2004).
   
   
3. Andrei S., Chin W. N. & Cavadini S. C., “Self-Embedded Context-Free Grammars with Regular Counterparts”, Acta Informatica, Vol. 40, No. 5, pp. 349-365 (2004).

Machine Learning and Information Retrieval

Journal Publication

Dasgupta S., Lee W. S. & Long P. M., “A Theoretical Analysis of Query Selection for Collaborative Filtering”, Machine Learning, Vol. 53, No. 3, pp. 283-298 (2003).

Conference Publications

1. Lee W. S. & Liu B., “Learning from Positive and Unlabeled Examples using Weighted Logistic Regression”, Proceedings of The 12th International Conference on Machine Learning, Washington, USA, August 2003.
   
   
2. Li X. & Liu B., “Learning to Classify Texts using Positive and Unlabeled Data”, Proceedings of The 18th International Joint Conference on Artificial Intelligence (IJCAI2003), Acapulco, Mexico, August 2003.
   
   
3. Liu B., Dai Y., Li X., Lee W. S. & Yu P., “Building Text Classifiers using Positive and Unlabeled Examples”, Proceedings of The 3rd IEEE International Conference on Data Mining (ICDM2003), Melbourne, Florida, November 2003.
   
   
4. Zhang D., “Web Based Question Answering with Aggregation Strategy”, Proceedings of The 6th Asia Pacific Web Conference (APWEB2004), Hangzhou, China, April 2004.
   
   
5. Zhang D. & Dong Y., “Semantic, Hierarchical, Online Clustering of Web Search Results”, Proceedings of The 6th Asia Pacific Web Conference (APWEB2004), Hangzhou, China, April 2004.
   
   
6. Zhang D. & Lee W. S., “Question Classification using Support Vector Machines”, Proceedings of The 26th ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2003), Toronto, Canada, 28 July-1 August 2003.
   
   
7. Zhang D. & Lee W. S., “Web Taxonomy Integration using Support Vector Machines”, Proceedings of The 13th International World Wide Web Conference (WWW2004), New York, May 2004.
   
   
8. Zhang D. & Lee W. S., “A Language Modeling Approach to Passage Question Answering”, Proceedings of The 12th Text Retrieval Conference (TREC2003), NIST, Gaithersburg, November 2003.
   
   
9. Zhang D. & Lee W. S., “Web Based Pattern Mining and Matching Approach to Question Answering”, Proceedings of The 11th Text Retrieval Conference (TREC2002), NIST, Gaithersburg, Maryland, USA, 19-22 November 2002.

Mobile Computing

Journal Publication

Lan L., Hsu W. J. & Zhang R., ‘’Power-Efficient Geographic Routing for MANETs’’, International Journal of Information Technology (IJIT), Academia Sinica, 2003.