Sangkyum Kim Ph.D Student Data Mining Research Group Department of Computer Science University of Illinois at Urbana-Champaign (UIUC)       Email: kim71 [AT] illinois.edu Phone: (217)-721-7112 Office: 2113 Siebel Center Address: 201 N Goodwin Ave, Urbana, IL, 61801, USA

Education

Research Interest

• Mining Structured Data (Sequence, Tree, Graph)
• Mining Multimedia Data (Image, Video)
• High Dimensional Indexing

Publication

International Journal Articles

• Chulyun Kim, Sangkyum Kim, Russell Dorer, Dan Xie, Jiawei Han, and Sheng Zhong, "TagSmart: Software for Analysis and Visualization of Yeast Mutant Fitness Data Measured by TAG Microarrays", BMC Bioinformatics, 8:128, April 2007. (Impact factor 3.78)

Conference Proceeding Papers

• Sangkyum Kim, Hyungsul Kim, Hyungsul Kim, and Jiawei Han, "Two-Level Tree Mining for Authorship Classification", submitted.
• Rahul Malik, Sangkyum Kim, Xin Jin, Chandrasekar Ramachandran, Jiawei Han, Indranil Gupta, and Klara Nahrstedt, "MLR-Index: An Index Structure for Fast and Scalable Similarity Search in High Dimensions", In Proceedings 21st International Conference on Scientific and Statistical Database Management (SSDBM 09), New Orleans, LA, June 2009. (Full paper, Acceptance rate 38%)
• Xin Jin, Sangkyum Kim, Jiawei Han, Liangliang Cao, and Zhijun Yin, "GAD: General Activity Detection for Fast Clustering on Large Data", In Proceedings 2009 SIAM International Conference on Data Mining (SDM 09), Sparks, NV, April 2009. (Full paper, Acceptance rate 15.67%)
• Sangkyum Kim, Jaebum Kim, Younhee Ko, Seung-won Hwang and Jiawei Han, "PerRank: Personalized Rank Retrieval with Categorical and Numerical Attributes", In Proceedings The Ninth International Conference on Web-Age Information Management (WAIM 08), Zhangjiajie, China, July 2008. (Full paper, Acceptance rate 24.8%) [slide]
• Sangkyum Kim, Xin Jin, and Jiawei Han, "SpaRClus: Spatial Relationship Pattern-Based Hierarchical Clustering", In Proceedings 2008 SIAM International Conference on Data Mining (SDM 08), Atlanta, GA, April 2008. (Full paper, Acceptance rate 14.18%) [slide]
• Xiaolei Li, Jiawei Han, Sangkyum Kim, and Hector Gonzalez, "ROAM: ROAM: Rule- and Motif-Based Anomaly Detection in Massive Moving Object Data Sets", In Proceedings 2007 SIAM International Conference on Data Mining (SDM 07), Minneapolis, MN, April 2007. (Full paper, Acceptance rate 11.92%, Best of SDM'07 Honorable Mentions)
• Xiaolei Li, Jiawei Han, and Sangkyum Kim, "Motion-Alert: Automatic Anomaly Detection in Massive Moving Objects", In Proceedings 2006 IEEE International Conference on Intelligence and Security Informatics (ISI 06), San Diego, CA, May 2006. (Full paper, Acceptance rate 31%)

Book Chapter

• Xiaolei Li, Jiawei Han, Sangkyum Kim, and Hector Gonzalez, "Anomaly Detection in Moving Object", Intelligence and Security Informatics, Studies in Computational Intelligence Series, Vol. 135, pp. 357~381, Springer, 2008.