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
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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.
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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.
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