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Journal Papers
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Qiaozhu Mei, Dong Xin, Hong Cheng, Jiawei Han,
ChengXiang Zhai.
Semantic Annotation of Frequent Patterns,
ACM Transactions on Knowledge Discovery from Data (TKDD)
1(3), 2007.
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Jiawei Han, Hong Cheng, Dong Xin and Xifeng Yan.
Frequent Pattern Mining: Current Status and Future Directions, Data
Mining and Knowledge Discovery, 15(1):55-86,
2007.
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Dong Xin, Jiawei Han, Xifeng Yan and Hong Cheng,
On Compressing
Frequent Patterns,
Data &
Knowledge Engineering, special issue on Intelligent Data Mining,
Vol 60-1, 2007, 5-29.
Conference Papers
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 Wei Fan, Kun Zhang,
Hong Cheng, Jing Gao,
Xifeng Yan,
Jiawei Han, Philip S. Yu and Olivier Verscheure, Direct Mining of
Discriminative and Essential Graphical and Itemset Features via Model-based
Search Tree,
Proceedings of the 2008 International Conference on Knowledge Discovery and
Data Mining (KDD 08).
Las Vegas, NV, Aug 2008.
To appear.
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Xifeng Yan,
Hong Cheng, Jiawei Han and Philip S. Yu,
Mining Significant
Graph Patterns by Scalable Leap Search, Proceedings of the 2008 ACM
SIGMOD International Conference on Management of Data (SIGMOD 08).
Vancouver, Canada, June 2008.
To appear.
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Yizhou Sun, Tianyi Wu, Zhijun Yin,
Hong Cheng, Jiawei Han, Xiaoxin Yin and Peixiang Zhao,
BibNetMiner: Mining Bibliographic Information Networks, Proceedings of the
2008 ACM SIGMOD International Conference on Management of Data (SIGMOD 08).
Vancouver, Canada, June 2008.
To appear. (System Demo)
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Hong Cheng, Xifeng Yan, Jiawei Han and Philip S. Yu, Direct
Discriminative Pattern Mining for Effective Classification, Proceedings of the
2008 IEEE International Conference on Data Engineering (ICDE 08).
Cancun, Mexico, April 2008.
To appear.
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Hong Cheng, Xifeng Yan, Jiawei Han and Chih-Wei Hsu,
Discriminative
Frequent Pattern Analysis for Effective Classification, Proceedings of the
2007 IEEE International Conference on Data Engineering (ICDE 07). Istanbul, Turkey, April 2007.
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Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu and Hong Cheng,
Mining
Colossal Frequent Patterns by Core Pattern Fusion, Proceedings of the 2007
IEEE International Conference on Data Engineering (ICDE 07).
Istanbul, Turkey, April 2007. (Best
Student Paper Award)
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Hong Cheng,
Philip S. Yu and Jiawei Han,
AC-Close: Efficiently Mining Approximate Closed Itemsets by Core Pattern
Recovery,
Proceedings of the 2006 IEEE International Conference on Data Mining (ICDM 06). Hong Kong, Dec. 2006.
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Dong Xin, Hong Cheng, Xifeng Yan and Jiawei Han,
Extracting Redundancy-aware
Top-k Patterns,
Proceedings of the 2006 International Conference on Knowledge Discovery and
Data Mining (KDD 06). Philadelphia, PA,
Aug. 2006.
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Qiaozhu Mei, Dong Xin, Hong Cheng, Jiawei Han and
Chengxiang Zhai, Generating
Semantic Annotations for Frequent Patterns with Context Analysis,
Proceedings of the 2006 International Conference on Knowledge Discovery and
Data Mining (KDD 06). Philadelphia, PA,
Aug. 2006. (Best Student Paper Runner-up Award)
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Xifeng Yan, Hong
Cheng, Jiawei Han, and Dong Xin, Summarizing
Itemset Patterns: A Profile-Based Approach, Proceedings of the 2005 International Conference on Knowledge Discovery and
Data Mining (KDD 05). Chicago, IL, Aug. 2005
(Best Student Paper
Runner-up Award)
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Dong Xin, Jiawei Han,
Xifeng Yan and Hong Cheng,
Mining Compressed Frequent-Pattern Sets, Proceedings of the 2005
International Conference on Very Large Data Bases (VLDB 05).
Trondheim, Norway, Aug. 2005.
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Hong Cheng, Xifeng Yan and Jiawei Han.
SeqIndex:
Indexing Sequences by Sequential Pattern Analysis,
Proceedings of the 2005
SIAM International Conference on Data Mining (SDM 05). Newport Beach, CA, April 2005.
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Hong Cheng, Xifeng Yan and
Jiawei Han. IncSpan: Incremental Mining of
Sequential Patterns in Large Database, Proceedings of the 2004
International Conference on Knowledge Discovery and Data Mining (KDD 04).
Seattle, WA, Aug 2004.
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