Publications
Data Cubing
- BUC -- K. Beyer and R. Ramakrishnan. Bottom-up
computation of sparse and iceberg cubes. In SIGMOD'99, pp.
359--370, Philadelphia, PA, June 1999.
- Star-Cubing -- D. Xin, J. Han, X. Li, B. W. Wah, Star-Cubing:
Computing Iceberg Cubes by Top-Down and Bottom-Up Integration,
Proc. 2003 Int. Conf. on Very Large Data Bases (VLDB'03), Berlin,
Germany, Sept. 2003.
- Frag-Cubing -- X. Li, J. Han, and H. Gonzalez, High-Dimensional
OLAP: A Minimal Cubing Approach, Proc. 2004 Int. Conf. on Very
Large Data Bases (VLDB'04), Toronto, Canada, Aug. 2004.
- MM-Cubing -- Z. Shao, J. Han, and D. Xin, MM-Cubing:
Computing Iceberg Cubes by Factorizing the Lattice Space, Proc.
2004 Int. Conf. on Scientific and Statistical Database Management
(SSDBM'04), Santorini Island, Greece, June 2004.
- C-Cubing -- Dong Xin, Zheng Shao, Jiawei Han, and Hongyan
Liu, C-Cubing:
Efficient Computation of Closed Cubes by Aggregation-Based
Checking, Proc. 2006 Int. Conf. on Data Engineering (ICDE'06),
Atlanta, Georgia, April 2006.
Association Mining
- FPGrowth -- J. Han, J. Pei, and Y. Yin. Mining
Frequent Patterns without Candidate Generation., Proc. 2000
ACM-SIGMOD Int. Conf. on Management of Data (SIGMOD'00), Dallas,
TX, May 2000.
- ParFP (Sequential) -- S. Cong, J. Han, and D.
Padua, Parallel
Mining of Closed Sequential Patterns, Proc. 2005 Int. Conf. on
Knowledge Discovery and Data Mining (KDD'05), Chicago, IL, Aug.
2005.
- CLOSET+ -- J. Wang, J. Han, and J. Pei, CLOSET+:
Searching for the Best Strategies for Mining Frequent Closed
Itemsets, Proc. 2003 ACM SIGKDD Int. Conf. on Knowledge
Discovery and Data Mining (KDD'03), Washington, D.C., Aug.
2003.
- RPMine -- D. Xin, J. Han, X. Yan and H. Cheng, Mining Compressed
Frequent-Pattern Sets, Proc. 2005 Int. Conf. on Very Large Data
Bases (VLDB'05), Trondheim, Norway, Aug. 2005.
Sequential Mining
- PrefixSpan -- J. Pei, J. Han, H. Pinto, Q. Chen, U.
Dayal, and M.-C. Hsu. PrefixSpan:
Mining Sequential Patterns Efficiently by Prefix-Projected Pattern
Growth, Proc. 2001 Int. Conf. on Data Engineering (ICDE'01),
Heidelberg, Germany, April 2001.
- CloSpan -- X. Yan, J. Han, and R. Afshar, CloSpan:
Mining Closed Sequential Patterns in Large Datasets, Proc. 2003
SIAM Int. Conf. on Data Mining (SDM'03), San Fransisco, CA, May
2003.
- IncSpan -- H. Cheng, X. Yan, and J. Han, IncSpan:
Incremental Mining of Sequential Patterns in Large Database,
Proc. 2004 Int. Conf. on Knowledge Discovery and Data Mining
(KDD'04), Seattle, WA, Aug. 2004.
Other
- gSpan -- X. Yan and J. Han, gSpan:
Graph-Based Substructure Pattern Mining, Proc. 2002 Int. Conf.
on Data Mining (ICDM'02), Maebashi, Japan, Dec. 2002.
- CPAR -- X. Yin and J. Han, CPAR:
Classification based on Predictive Association Rules, Proc. 2003
SIAM Int.Conf. on Data Mining (SDM'03), San Fransisco, CA, May
2003.
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