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Jian Pei

Papers on DiSC'04


QC-Trees: An Efficient Summary Structure for Semantic OLAP

SOCQET: Semantic OLAP with Compressed Cube and Summarization

MaPle: A Fast Algorithm for Maximal Pattern-based Clustering

CLOSET+: searching for the best strategies for mining frequent closed itemsets

Mining phenotypes and informative genes from gene expression data

Interactive exploration of coherent patterns in time-series gene expression data

CLOSET+: Searching for the Best Strategies for Mining Frequent Closed Itemsets

Toward Interactive Exploration of Gene Expression Patterns

Efficacious Data Cube Exploration by Semantic Summarization and Compression

Publications


Note: Links lead to the DBLP on the Web.

Jian Pei

Jian Pei, Shambhu J. Upadhyaya , Faisal Farooq , Venugopal Govindaraju : Data Mining for Intrusion Detection: Techniques, Applications and Systems. ICDE 2004 : 877

Chen Wang , Mingsheng Hong , Jian Pei, Haofeng Zhou , Wei Wang , Baile Shi : Efficient Pattern-Growth Methods for Frequent Tree Pattern Mining. PAKDD 2004 : 441-451

Jiawei Han , Jian Pei, Yiwen Yin , Runying Mao : Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach. Data Min. Knowl. Discov. 8 (1): 53-87 (2004)

Daxin Jiang , Jian Pei, Aidong Zhang : DHC: A Density-Based Hierarchical Clustering Method for Time Series Gene Expression Dat. BIBE 2003 : 393-400

Jian Pei: A General Model for Online Analytical Processing of Complex Data. ER 2003 : 321-334

Jian Pei, Xiaoling Zhang , Moonjung Cho , Haixun Wang , Philip S. Yu : MaPle: A Fast Algorithm for Maximal Pattern-based Clustering. ICDM 2003 : 259-266

Jianyong Wang , Jiawei Han , Jian Pei: CLOSET+: searching for the best strategies for mining frequent closed itemsets. KDD 2003 : 236-245

Daxin Jiang , Jian Pei, Aidong Zhang : Interactive exploration of coherent patterns in time-series gene expression data. KDD 2003 : 565-570

Chun Tang , Aidong Zhang , Jian Pei: Mining phenotypes and informative genes from gene expression data. KDD 2003 : 655-660

Yan Huang , Hui Xiong , Shashi Shekhar , Jian Pei: Mining Confident Colocation Rules without A Support Threshold. SAC 2003 : 497-501

Hye-Chung (Monica) Kum , Jian Pei, Wei Wang , Dean Duncan : ApproxMAP: Approximate Mining of Consensus Sequential Patterns. SDM 2003

Laks V. S. Lakshmanan , Jian Pei, Yan Zhao : QC-Trees: An Efficient Summary Structure for Semantic OLAP. SIGMOD Conference 2003 : 64-75

Laks V. S. Lakshmanan , Jian Pei, Yan Zhao : SOCQET: Semantic OLAP with Compressed Cube and Summarization. SIGMOD Conference 2003 : 658

Laks V. S. Lakshmanan , Jian Pei, Yan Zhao : Efficacious Data Cube Exploration by Semantic Summarization and Compression. VLDB 2003 : 1125-1128

Jian Pei, Jiawei Han , Wei Wang : Mining sequential patterns with constraints in large databases. CIKM 2002 : 18-25

Yixin Chen , Guozhu Dong , Jiawei Han , Jian Pei, Benjamin W. Wah , Jianyong Wang : Online Analytical Processing Stream Data: Is It Feasible? DMKD 2002

Jian Pei, Guozhu Dong , Wei Zou , Jiawei Han : On Computing Condensed Frequent Pattern Bases. ICDM 2002 : 378-385

Tengjiao Wang , Shiwei Tang , Dongqing Yang , Jun Gao , Yuqing Wu , Jian Pei: COMMIX: towards effective web information extraction, integration and query answering. SIGMOD Conference 2002 : 620

Jiawei Han , Jianyong Wang , Guozhu Dong , Jian Pei, Ke Wang : CubeExplorer: online exploration of data cubes. SIGMOD Conference 2002 : 626

Laks V. S. Lakshmanan , Jian Pei, Jiawei Han : Quotient Cube: How to Summarize the Semantics of a Data Cube. VLDB 2002 : 778-789

Jian Pei, Jiawei Han : Constrained frequent pattern mining: a pattern-growth view. SIGKDD Explorations 4 (1): 31-39 (2002)

Helen Pinto , Jiawei Han , Jian Pei, Ke Wang , Qiming Chen , Umeshwar Dayal : Multi-Dimensional Sequential Pattern Mining. CIKM 2001 : 81-88

Jian Pei, Anthony K. H. Tung , Jiawei Han : Fault-Tolerant Frequent Pattern Mining: Problems and Challenges. DMKD 2001

Jian Pei, Jiawei Han , Behzad Mortazavi-Asl , Helen Pinto , Qiming Chen , Umeshwar Dayal , Meichun Hsu : PrefixSpan: Mining Sequential Patterns by Prefix-Projected Growth. ICDE 2001 : 215-224

Jian Pei, Jiawei Han , Laks V. S. Lakshmanan : Mining Frequent Item Sets with Convertible Constraints. ICDE 2001 : 433-442

Wenmin Li , Jiawei Han , Jian Pei: CMAR: Accurate and Efficient Classification Based on Multiple Class-Association Rules. ICDM 2001 : 369-376

Jian Pei, Jiawei Han , Hongjun Lu , Shojiro Nishio , Shiwei Tang , Dongqing Yang : H-Mine: Hyper-Structure Mining of Frequent Patterns in Large Databases. ICDM 2001 : 441-448

Jiawei Han , Laks V. S. Lakshmanan , Jian Pei: Scalable frequent-pattern mining methods: an overview. KDD Tutorials 2001

Jiawei Han , Hasan M. Jamil , Ying Lu , Liangyou Chen , Yaqin Liao , Jian Pei: DNA-Miner: A System Prototype for Mining DNA Sequences. SIGMOD Conference 2001

Jiawei Han , Jian Pei, Guozhu Dong , Ke Wang : Efficient Computation of Iceberg Cubes with Complex Measures. SIGMOD Conference 2001

Guozhu Dong , Jiawei Han , Joyce M. W. Lam , Jian Pei, Ke Wang : Mining Multi-Dimensional Constrained Gradients in Data Cubes. VLDB 2001 : 321-330

Jian Pei, Jiawei Han , Runying Mao : CLOSET: An Efficient Algorithm for Mining Frequent Closed Itemsets. ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery 2000 : 21-30

Jian Pei, Jiawei Han : Can we push more constraints into frequent pattern mining? KDD 2000 : 350-354

Jiawei Han , Jian Pei, Behzad Mortazavi-Asl , Qiming Chen , Umeshwar Dayal , Meichun Hsu : FreeSpan: frequent pattern-projected sequential pattern mining. KDD 2000 : 355-359

Jian Pei, Jiawei Han , Behzad Mortazavi-Asl , Hua Zhu : Mining Access Patterns Efficiently from Web Logs. PAKDD 2000 : 396-407

Jiawei Han , Jian Pei, Yiwen Yin : Mining Frequent Patterns without Candidate Generation. SIGMOD Conference 2000 : 1-12

Jian Pei, Runying Mao , Kan Hu , Hua Zhu : Towards Data Mining Benchmarking: A Testbed for Performance Study of Frequent Pattern Mining. SIGMOD Conference 2000 : 592

Jiawei Han , Jian Pei: Mining Frequent Patterns by Pattern-Growth: Methodology and Implications. SIGKDD Explorations 2 (2): 14-20 (2000)

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