Publications by Lee, Chi-Hoon
In Journal (refereed)
1. | C. Lee, O. Zaiane, H. Park, J. Huang, R. Greiner. "Clustering High Dimensional Data: A Graph-Based Relaxed Optimization Approach". Information Sciences, 178(23), pp 4501-4511, May 2008. |
In Conference (refereed)
2. | C. Lee, S. Wang, M. Brown, A. Murtha, R. Greiner. "Segmenting Brain Tumors using Pseudo-Conditional Random Fields". Medical Image Computing and Computer-Assisted Intervention, pp 359-366, September 2008. |
3. | C. Lee, M. Brown, S. Wang, A. Murtha, R. Greiner. "Constrained Classification on Structured Data". National Conference on Artificial Intelligence (AAAI), July 2008. |
4. | C. Lee, S. Wang, F. Jiao, D. Schuurmans, R. Greiner. "Learning to Model Spatial Dependency: Semi-Supervised Discriminative Random Fields". Neural Information Processing Systems (NIPS), December 2006. |
5. | C. Lee, R. Greiner, O. Zaiane. "Efficient Spatial Classification Using Decoupled Conditional Random Field". European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Berlin, Germany, (ed: Johannes Fürnkranz, Tobias Scheffer, Myra Spiliopoulou), pp 272-283, September 2006. |
6. | F. Jiao, S. Wang, C. Lee, R. Greiner, D. Schuurmans. "Semi-Supervised Conditional Random Fields for Improved Sequence Segmentation and Labeling". International Conference on Computational Linguistics and the Association for Computational Linguist, July 2006. |
7. | C. Lee, R. Greiner, S. Wang. "Using Query-Specific Variance Estimates to Combine Bayesian Classifiers". International Conference on Machine Learning (ICML), Pittsburgh, June 2006. |
8. | C. Lee, R. Greiner, M. Schmidt. "Support Vector Random Fields for Spatial Classification". European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Porto, Portugal, pp 121-132, October 2005. |
9. | O. Zaiane, C. Lee. "Clustering Spatial Data in the Presence of Obstacles: A Density-Based Approach". International Database Engineering and Applications Symposium, Edmonton, Canada, (ed: Mario A. Nascimento, M. Tamer Özsu, Osmar R. Zaïane), pp 214-223, July 2002. |
10. | O. Zaiane, C. Lee. "Clustering Spatial Data in the Presence of Obstacles: A Density-Based Approach". International Database Engineering and Applications Symposium, Edmonton, Canada, pp 214-223, July 2002. |
11. | C. Lee, O. Zaiane. "Density-Based Clustering of Spatial Data in the Presence of Physical Obstacles". The World Congress of Korean and Korean-Ethnic Scientists and Engineers, Seoul, Korea, pp n/a, July 2002. |
12. | O. Zaiane, A. Foss, C. Lee, W. Wang. "On Data Clustering Analysis: Scalability, Constraints and Validation". Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Taipei, Taiwan, pp 28-39, May 2002. |
In Workshop
13. | C. Lee, M. Schmidt, A. Murtha, A. Bistritz, J. Sander, R. Greiner. "Segmenting Brain Tumor with Conditional Random Fields and Support Vector Machines". Computer Vision for Biomedical Image Applications: Current Techniques and Future Trends, Springer, (ed: Liu, Yanxi; Jiang, Tianzi; Zhang, Changshui), pp 469-478, October 2005. |
Other Categories
14. | C. Lee. "Modeling Spatial Correlations for Effective Discriminative Classifiers". PhD Thesis, January 2009. |
15. | G. Drastal, R. Greiner, C. Lee, G. Meredith, C. Mouleeswaran, R. Bharat Rao. "Knowledge Maintenance Environment". Learning System Department TechReport, Siemens Corporate Research, SCR-94-TR-511, June 1994. |