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Research Interests
I am interested in issues involving data mining and the management of information and knowledge. In particular, I am working on clustering multivariate datasets and pattern recognition for data with high dimensionality and sparse features.
Publications
- Su Yan, Hai Wang, Dongwon Lee and C. Lee Giles
Pairwise Constrained Clustering for Sparse and High Dimensional Feature Spaces,
the Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2009
- Hai Wang, Su Yan
A Stochastic Model of the Damage Propagation in Database Systems
the International Conference on Security and Management (SAM) 2009
- Su Yan, Hai Wang, Dongwon Lee and Jesse Barlow
ASP: Semi-Supervised Clustering by Approximate-Structure-Preserving Dimension Reduction,
under review
- Hai Wang, Su Yan and Peng Liu
SMS: An Semi-Markov Survivability Evaluation Model for Intrusion Tolerant Database System,
under review
- Dongwon Lee, HS Kim, EK Kim, Su Yan, Johnny Chen and Jeongkyu Lee
LeeDeo: Web-Crawled Academic Video Search Engine,
the IEEE International Workshop on Data Semantics for Multimedia Systems and Applications
(DSMSA) 2008
- Su Yan, Dongwon Lee, Min-Yen Kan and C. Lee Giles
Adaptive Sorted Neighborhood Methods for Efficient Record Linkage,
ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL) 2007
- Su Yan and Dongwon Lee
Toward Alternative Measures for Ranking Venues: a Case of Database Research Community,
ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL) 2007
- Ergin Elmacioglu, Yee Fan Tan, Su Yan, Min-Yen Kan and Dongwon Lee
PSNUS: Web People Name Disambiguation by Simple Clustering with Rich Features,
International Workshop on Semantic Evaluation (SemEval) 2007
(Second Runner-up for Web Services Challenge Performance Track)
- Su Yan, C. Lee Giles and Bernard J. Jansen
Formal Definitions of Web Information Search,
the American Society for Information Science & Technology Annual Meeting (ASIS&T) 2006
- Magy Seif El-Nasr, Su Yan
Visual Attention in 3D Video Games,
ACM-SIGCHI International Conference on Advances in Computer Entertainment Technology (ACE)
2006
- Su Yan and Magy Seif El-Nasr
Visual Attention in 3D Video Games,
Eye Tracking Research & Applications (ETRA) 2006
- Ping Fu, Shigang Wang, Su Yan
Error-control-based Fractal Coding Algorithm,
Proceeding of SPIE- the International Society for Optical Engineering 2001
- Byung-Won On, Su Yan, Nick Kouda, Dongwon Lee, Divesh Srivastava
Split Group Discovery,
under review
Working Papers
- Su Yan, Hai Wang, Dongwon Lee, Jesse Barlow
Content & Structure Constrained Feature Projection for Clustering Linked Documents,
Presentations
- Adaptive Sorted Neighborhood Algorithm for Effective Record Linkage,
On ACM/IEEE Joint Conf. on Digital Libraries,
June 18-23, Vancouver, BC,Canada (JCDL 2007)
- Toward Alternative Measures for Ranking Venues: A Case of Database Research Community,
On ACM/IEEE Joint Conf. on Digital Libraries,
June 18-23 , Vancouver, BC, Canada (JCDL 2007)
- Formal Definitions of Web Information Search,
On ASIS&T 2006 Annual Meeting,
Nov 3-8, Austin, Texas, U.S.A. (ASIS&T 2006)
- Visual Attention in 3D Video Games,
On the Eye Tracking Research & Applications Symposium,
Mar 27-29, San Diego, U.S.A. (ETRA 2006)
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