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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. view

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. PDFview
3. C. Lee, M. Brown, S. Wang, A. Murtha, R. Greiner. "Constrained Classification on Structured Data". National Conference on Artificial Intelligence (AAAI), July 2008. PDFview
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. PDFview
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. PDFview
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. PDFview
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. PDFview
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. PDFview
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. PDFview
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. PDFview
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. view
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. PDFview

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. PDFview

Other Categories

14. C. Lee. "Modeling Spatial Correlations for Effective Discriminative Classifiers". PhD Thesis, January 2009. PDFview
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. view
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