projects
c.v.
Publications
My research interests include data mining, OLAP, data indexing, etc. I was in the DAIS (Database And Information Systems) group at University of Illinois at Urbana-Champaign under the supervision of my advisor, Dr. Jiawei Han. Here, you can find my publications in reverse chronological order.
My DBLP bibliography is located here. However, there seems to be two other Xiaolei Li's out there; so DBLP is slightly erroneous.
Refereed Conferences
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TraClass: Trajectory Classification Using Hierarchical Region-Based
and Trajectory-Based Clustering Jae-Gil Lee, Jiawei Han, Xiaolei Li, Hector Gonzalez. Proc. 2008 Int. Conf. on Very Large Data Base (VLDB'08), Auckland, New Zealand, Aug. 2008. |
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Sampling Cube: A Framework for Statistical OLAP over Sampling Data Xiaolei Li, Jiawei Han, Zhijun Yin, Jae-Gil Lee, Yizhou Sun. Proc. 2008 ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'08), Vancouver, BC, Canada, June 2008. |
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Trajectory Outlier Detection: A Partition-and-Detect
Framework Jae-Gil Lee, Jiawei Han, Xiaolei Li. Proceedings of the 2008 International Conference on Data Engineering (ICDE'08), Cancun, Mexico, April 2008. Full Paper. |
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DataScope: Viewing Database Contents in Google Maps' Way Tianyi Wu, Xiaolei Li, Dong Xin, Jiawei Han, Jacob Lee, Ricardo Redder. Proceedings of the 33rd International Conference on Very Large Data Bases (VLDB 2007), Vienna, Austria, Sept 2007. System Demo. |
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Adaptive Fastest Path Computation on a Road Network: A Traffic Mining
Approach Hector Gonzalez, Jiawei Han, Xiaolei Li, Margaret Myslinska, John Paul Sondag. Proceedings of the 33rd International Conference on Very Large Data Bases (VLDB 2007), Vienna, Austria, Sept 2007. Full Paper. |
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Mining Approximate Top-K Subspace Anomalies in Multi-Dimensional
Time-Series Data Xiaolei Li, Jiawei Han. Proceedings of the 33rd International Conference on Very Large Data Bases (VLDB 2007), Vienna, Austria, Sept 2007. Full Paper. |
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Traffic Density-based Discovery of Hot Routes in Road Networks Xiaolei Li, Jiawei Han, Jae-Gil Lee, Hector Gonzalez. Proceedings of the 10th International Symposium on Spatial and Temporal Databases (SSTD 2007), Boston, MA, Jul 2007. Full Paper. |
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ROAM: Rule- and Motif-Based Anomaly Detection in Massive Moving
Object Data Sets Xiaolei Li, Jiawei Han, Sangkyum Kim, Hector Gonzalez. Proceedings of the Seventh SIAM International Conference on Data Mining (SDM 2007), Minneapolis, MN, Apr, 2007. Full Paper. |
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Mining Compressed Commodity Workflows From Massive RFID Data
Sets Hector Gonzalez, Jiawei Han, Xiaolei Li. Proceedings of the ACM Fifteenth Conference on Information and Knowledge Management (CIKM 2006), Arlington, VA, Nov, 2006. Full Paper. |
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Answering Top-k Queries with Multi-Dimensional Selections: The
Ranking Cube Approach Dong Xin, Jiawei Han, Hong Cheng, Xiaolei Li. Proceedings of the 32nd International Conference on Very Large Data Bases (VLDB 2006), Seoul, Korea, Sept 2006. Full Paper. |
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FlowCube: Constructuing RFID FlowCubes for Multi-Dimensional Analysis
of Commodity Flows Hector Gonzalez, Jiawei Han, Xiaolei Li. Proceedings of the 32nd International Conference on Very Large Data Bases (VLDB 2006), Seoul, Korea, Sept 2006. Full Paper. |
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Warehousing and Analyzing Massive RFID Data Sets Hector Gonzalez, Jiawei Han, Xiaolei Li, Diego Klabjan. Proceedings of the The 22nd International Conference on Data Engineering (ICDE 2006), Atlanta, GA, April 2006. Full Paper. |
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Motion-Alert: Automatic Anomaly Detection in Massive Moving Objects Xiaolei Li, Jiawei Han, Sangkyum Kim. Proceedings of the 2006 IEEE Intelligence and Security Informatics Conference (ISI 2006), San Diego, CA, May 2006. Full Paper. |
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Mining Evolving Customer-Product Relationships in
Multi-Dimensional Space Xiaolei Li, Jiawei Han, Xiaoxin Yin, Dong Xin. Proceedings of the The 21st International Conference on Data Engineering (ICDE 2005), Tokyo, Japan, April 2005 (acceptance rate, 19%). Poster Paper. |
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Scalable Construction of Topic Directory with Nonparametric
Closed Termset Mining Hwanjo Yu, Duane Searsmith, Xiaolei Li, Jiawei Han. Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), Brighton, UK, November 2004 (acceptance rate, 23%). Short Paper. |
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High-Dimensional OLAP: A Minimal Cubing Approach Xiaolei Li, Jiawei Han, Hector Gonzalez. Proceedings of the 30th International Conference on Very Large Data Bases (VLDB 2004), Toronto, Canada, August 2004 (acceptance rate, 19%). Full Paper. |
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Star-Cubing: Computing Iceberg Cubes by Top-Down and
Bottom-Up Integration Dong Xin, Jiawei Han, Xiaolei Li, Benjamin W. Wah. Proceedings of the 29th International Conference on Very Large Data Bases (VLDB 2003), Berlin, Germany, September 2003 (acceptance rate, 15%). Full Paper. |
Refereed Journals
| Computing Iceberg Cubes by Top-Down and Bottom-Up Integration: The
Star-Cubing Approach Dong Xin, Jiawei Han, Xiaolei Li, Zheng Shao, Benjamin W. Wah. IEEE Transactions on Knowledge and Data Engineering, Vol 19, No,1, 2007, 111-126. | ||
| Making SVMs Scalable to Large Data Sets using Hierarchical
Cluster Indexing Hwanjo Yu, Jiong Yang, Jiawei Han, Xiaolei Li. Data Mining and Knowledge Discovery. 2005. |
Misc
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High-Dimensional Online Analytical Processing: A Minimal
Cubing Approach Xiaolei Li. Master's Thesis. University of Illinois at Urbana-Champaign, May 2004. |
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Multidimensional Analysis of Moving Object Data Xiaolei Li. Ph.D. Thesis. University of Illinois at Urbana-Champaign, May 2008. |