Shiau Hong Lim

Department of Mathematics and Information Technology
Montanuniversitaet Leoben
Franz-Josef-Strasse 18
8700 Leoben

Tel.: +43 (0)3842/402-1504

I am currently a postdoctoral researcher at the Chair for Information Technology, Montanuniversitaet Leoben in Austria, working with Peter Auer. I graduated from the University of Illinois in May 2009, my thesis advisor was Gerald DeJong.

Research Interests

Artificial Intelligence
Machine Learning
Computer Vision
Pattern Recognition

Education

Ph.D in Computer Science, 2009
University of Illinois at Urbana-Champaign

Master of Computer Science, 2001
Bachelor of Computer Science, 2000
University of Malaya

Publications

Journal Articles

Lim, S.H., Wang, L., DeJong, G. Integrating Prior Domain Knowledge into Discriminative Learning using Automatic Model Construction and Phantom Examples. Pattern Recognition, Vol 42, No. 12, pp. 3231-3240, 2009.
Sun, Q., Wang, L., Lim, S.H., DeJong, G. Robustness through prior knowledge: using explanation-based learning to distinguish handwritten Chinese characters. International Journal on Document Analysis and Recognition, Vol 10, No. 3-4, pp. 175-186, Dec 2007.
Lim, S.H., Yaacob, M., Phang, K.K., Ling, T.C. Traffic engineering enhancement to QoS-OSPF in DiffServ and MPLS networks. IEE Proc. on Communications, Vol 151, No. 1, Feb 2004.

Refereed Conference Papers

Lim, S.H., Wang, L., DeJong, G. Integrating Prior Domain Knowledge into Discriminative Learning Using Phantom Examples. In Proc. 11th International Conference on Frontiers in Handwriting Recognition, 2008.
Lim, S.H., Wang, L., DeJong, G. Explanation-Based Feature Construction. In Proceedings IJCAI-07, 2007.
Lim, S.H., DeJong, G. Towards Finite-Sample Convergence of Direct Reinforcement Learning. In Proceedings ECML 2005, 2005.
Phang, K.K., Lim, S.H., Yaacob, M., Ling, T.C. Design of Fuzzy Usage Parameter Controller for Diffserv and MPLS. In Proc. IEA/AIE 2002, Lecture Notes in Computer Science, Vol.2358, pp.470-481, 2002.
Lim, S.H., Yaacob, M., Phang, K.K., Ling, T.C. Fuzzy VBR Policer for ATM Networks. In Proc. MMU International Symposium on ICT 2000, 2000.