| 2007 | ||
|---|---|---|
| 110 | Aparna S. Varde, Jian Pei: Proceedings of the First Ph.D. Workshop in CIKM, PIKM 2007, Sixteenth ACM Conference on Information and Knowledge Management, CIKM 2007, Lisbon, Portugal, November 9, 2007 ACM 2007 | |
| 109 | EE | Jian Pei, Man Ki Mag Lau, Philip S. Yu: TS-Trees: A Non-Alterable Search Tree Index for Trustworthy Databases on Write-Once-Read-Many (WORM) Storage. AINA 2007: 54-61 |
| 108 | EE | Zhongmin Xiong, Wei Wang, Jian Pei: Active Rules Termination Analysis Through Conditional Formula Containing Updatable Variable. APWeb/WAIM 2007: 281-292 |
| 107 | EE | Raymond Chi-Wing Wong, Yubao Liu, Jian Yin, Zhilan Huang, Ada Wai-Chee Fu, Jian Pei: (alpha, k)-anonymity Based Privacy Preservation by Lossy Join. APWeb/WAIM 2007: 733-744 |
| 106 | EE | Fianny Ming-fei Jiang, Jian Pei, Ada Wai-Chee Fu: Ix-cubes: iceberg cubes for data warehousing and olap on xml data. CIKM 2007: 905-908 |
| 105 | EE | Mithun Acharya, Tao Xie, Jian Pei, Jun Xu: Mining API patterns as partial orders from source code: from usage scenarios to specifications. ESEC/SIGSOFT FSE 2007: 25-34 |
| 104 | EE | Jian Pei, Ada Wai-Chee Fu, Xuemin Lin, Haixun Wang: Computing Compressed Multidimensional Skyline Cubes Efficiently. ICDE 2007: 96-105 |
| 103 | EE | Tao Xie, Jian Pei, Ahmed E. Hassan: Mining Software Engineering Data. ICSE Companion 2007: 172-173 |
| 102 | EE | Raymond Chi-Wing Wong, Jian Pei, Ada Wai-Chee Fu, Ke Wang: Mining favorable facets. KDD 2007: 804-813 |
| 101 | EE | Ming Hua, Jian Pei: Cleaning disguised missing data: a heuristic approach. KDD 2007: 950-958 |
| 100 | EE | Yunhao Liu, Lei Chen, Jian Pei, Qiuxia Chen, Yiyang Zhao: Mining Frequent Trajectory Patterns for Activity Monitoring Using Radio Frequency Tag Arrays. PerCom 2007: 37-46 |
| 99 | EE | Bin Zhou, Jian Pei: Sketching Landscapes of Page Farms. SDM 2007 |
| 98 | EE | Yingyi Bu, Oscar Tat-Wing Leung, Ada Wai-Chee Fu, Eamonn J. Keogh, Jian Pei, Sam Meshkin: WAT: Finding Top-K Discords in Time Series Database. SDM 2007 |
| 97 | EE | Jian Pei, Jian Xu, Zhibin Wang, Wei Wang, Ke Wang: Maintaining K-Anonymity against Incremental Updates. SSDBM 2007: 5 |
| 96 | EE | Jian Pei, Bin Jiang, Xuemin Lin, Yidong Yuan: Probabilistic Skylines on Uncertain Data. VLDB 2007: 15-26 |
| 95 | EE | Raymond Chi-Wing Wong, Ada Wai-Chee Fu, Ke Wang, Jian Pei: Minimality Attack in Privacy Preserving Data Publishing. VLDB 2007: 543-554 |
| 94 | EE | Ming Hua, Jian Pei, Ada Wai-Chee Fu, Xuemin Lin, Ho-fung Leung: Efficiently Answering Top-k Typicality Queries on Large Databases. VLDB 2007: 890-901 |
| 93 | EE | Raymond Chi-Wing Wong, Ada Wai-Chee Fu, Jian Pei, Yip Sing Ho, Tai Wong, Yubao Liu: Efficient Skyline Querying with Variable User Preferences on Nominal Attributes CoRR abs/0710.2604: (2007) |
| 92 | EE | Yufei Tao, Xiaokui Xiao, Jian Pei: Efficient Skyline and Top-k Retrieval in Subspaces. IEEE Trans. Knowl. Data Eng. 19(8): 1072-1088 (2007) |
| 91 | EE | Chong Liu, Kui Wu, Jian Pei: An Energy-Efficient Data Collection Framework for Wireless Sensor Networks by Exploiting Spatiotemporal Correlation. IEEE Trans. Parallel Distrib. Syst. 18(7): 1010-1023 (2007) |
| 90 | EE | Jian Pei, Jiawei Han, Wei Wang: Constraint-based sequential pattern mining: the pattern-growth methods. J. Intell. Inf. Syst. 28(2): 133-160 (2007) |
| 89 | EE | Moonjung Cho, Jian Pei, Ke Wang: Answering ad hoc aggregate queries from data streams using prefix aggregate trees. Knowl. Inf. Syst. 12(3): 301-329 (2007) |
| 88 | EE | Raymond T. Ng, Jian Pei: Introduction to the special issue on data mining for health informatics. SIGKDD Explorations 9(1): 1-2 (2007) |
| 2006 | ||
| 87 | Jinyan Li, Haiquan Li, Limsoon Wong, Jian Pei, Guozhu Dong: Minimum Description Length Principle: Generators Are Preferable to Closed Patterns. AAAI 2006 | |
| 86 | EE | Yabo Xu, Ke Wang, Ada Wai-Chee Fu, Rong She, Jian Pei: Classification spanning correlated data streams. CIKM 2006: 132-141 |
| 85 | EE | Weiheng Zhu, Jian Pei, Jian Yin, Yihuang Xie: Granularity Adaptive Density Estimation and on Demand Clustering of Concept-Drifting Data Streams. DaWaK 2006: 322-331 |
| 84 | EE | Jiuyong Li, Raymond Chi-Wing Wong, Ada Wai-Chee Fu, Jian Pei: Achieving k-Anonymity by Clustering in Attribute Hierarchical Structures. DaWaK 2006: 405-416 |
| 83 | EE | Yufei Tao, Xiaokui Xiao, Jian Pei: SUBSKY: Efficient Computation of Skylines in Subspaces. ICDE 2006: 65 |
| 82 | EE | Byung-Won On, Ergin Elmacioglu, Dongwon Lee, Jaewoo Kang, Jian Pei: Improving Grouped-Entity Resolution Using Quasi-Cliques. ICDM 2006: 1008-1015 |
| 81 | EE | Byung-Won On, Ergin Elmacioglu, Dongwon Lee, Jaewoo Kang, Jian Pei: An effective approach to entity resolution problem using quasi-clique and its application to digital libraries. JCDL 2006: 51-52 |
| 80 | EE | Charu C. Aggarwal, Jian Pei, Bo Zhang: On privacy preservation against adversarial data mining. KDD 2006: 510-516 |
| 79 | EE | Haixun Wang, Jian Yin, Jian Pei, Philip S. Yu, Jeffrey Xu Yu: Suppressing model overfitting in mining concept-drifting data streams. KDD 2006: 736-741 |
| 78 | EE | Jian Xu, Wei Wang, Jian Pei, Xiaoyuan Wang, Baile Shi, Ada Wai-Chee Fu: Utility-based anonymization using local recoding. KDD 2006: 785-790 |
| 77 | EE | Tao Xie, Jian Pei: MAPO: mining API usages from open source repositories. MSR 2006: 54-57 |
| 76 | EE | Junqi Zhang, Xiangdong Zhou, Wei Wang, Baile Shi, Jian Pei: Using High Dimensional Indexes to Support Relevance Feedback Based Interactive Images Retrival. VLDB 2006: 1211-1214 |
| 75 | EE | Jian Pei, Yidong Yuan, Xuemin Lin, Wen Jin, Martin Ester, Qing Liu, Wei Wang, Yufei Tao, Jeffrey Xu Yu, Qing Zhang: Towards multidimensional subspace skyline analysis. ACM Trans. Database Syst. 31(4): 1335-1381 (2006) |
| 74 | EE | Jian Pei, Jiawei Han, Laks V. S. Lakshmanan: An Erratum on "Pushing Convertible Constraints in Frequent Itemset Mining". Data Min. Knowl. Discov. 12(1): 119 (2006) |
| 73 | EE | Yan Huang, Jian Pei, Hui Xiong: Mining Co-Location Patterns with Rare Events from Spatial Data Sets. GeoInformatica 10(3): 239-260 (2006) |
| 72 | EE | Jian Pei, Haixun Wang, Jian Liu, Ke Wang, Jianyong Wang, Philip S. Yu: Discovering Frequent Closed Partial Orders from Strings. IEEE Trans. Knowl. Data Eng. 18(11): 1467-1481 (2006) |
| 71 | EE | Yixin Chen, Guozhu Dong, Jiawei Han, Jian Pei, Benjamin W. Wah, Jianyong Wang: Regression Cubes with Lossless Compression and Aggregation. IEEE Trans. Knowl. Data Eng. 18(12): 1585-1599 (2006) |
| 70 | EE | Jianyong Wang, Jiawei Han, Jian Pei: Closed Constrained Gradient Mining in Retail Databases. IEEE Trans. Knowl. Data Eng. 18(6): 764-769 (2006) |
| 69 | EE | Irene Pekerskaya, Jian Pei, Ke Wang: Mining changing regions from access-constrained snapshots: a cluster-embedded decision tree approach. J. Intell. Inf. Syst. 27(3): 215-242 (2006) |
| 68 | EE | Jian Xu, Wei Wang, Jian Pei, Xiaoyuan Wang, Baile Shi, Ada Wai-Chee Fu: Utility-based anonymization for privacy preservation with less information loss. SIGKDD Explorations 8(2): 21-30 (2006) |
| 2005 | ||
| 67 | EE | Guozhu Dong, Chunyu Jiang, Jian Pei, Jinyan Li, Limsoon Wong: Mining Succinct Systems of Minimal Generators of Formal Concepts. DASFAA 2005: 175-187 |
| 66 | EE | Daxin Jiang, Jian Pei, Aidong Zhang: A General Approach to Mining Quality Pattern-Based Clusters from Microarray Data. DASFAA 2005: 188-200 |
| 65 | EE | Haixun Wang, Jian Pei, Philip S. Yu: Online Mining of Data Streams: Applications, Techniques and Progress. ICDE 2005: 1146 |
| 64 | EE | Jian Pei, Daxin Jiang, Aidong Zhang: Mining Cross-Graph Quasi-Cliques in Gene Expression and Protein Interaction Data. ICDE 2005: 353-354 |
| 63 | EE | Jian Pei, Jian Liu, Haixun Wang, Ke Wang, Philip S. Yu, Jianyong Wang: Efficiently Mining Frequent Closed Partial Orders. ICDM 2005: 753-756 |
| 62 | EE | Jian Pei, Daxin Jiang, Aidong Zhang: On mining cross-graph quasi-cliques. KDD 2005: 228-238 |
| 61 | EE | Haixun Wang, Jian Pei, Philip S. Yu: Pattern-based similarity search for microarray data. KDD 2005: 814-819 |
| 60 | EE | Haixun Wang, Jian Pei: A Random Method for Quantifying Changing Distributions in Data Streams. PKDD 2005: 684-691 |
| 59 | Jian Pei, Moonjung Cho, David Wai-Lok Cheung: Cross Table Cubing: Mining Iceberg Cubes from Data Warehouses. SDM 2005 | |
| 58 | EE | Wei Wang, Chen Wang, Yongtai Zhu, Baile Shi, Jian Pei, Xifeng Yan, Jiawei Han: GraphMiner: a structural pattern-mining system for large disk-based graph databases and its applications. SIGMOD Conference 2005: 879-881 |
| 57 | Hui Yu, Jian Pei, Shiwei Tang, Dongqing Yang: Mining Most General Multidimensional Summarization of Probably Groups in Data Warehouses. SSDBM 2005: 185-194 | |
| 56 | EE | Jian Pei, Wen Jin, Martin Ester, Yufei Tao: Catching the Best Views of Skyline: A Semantic Approach Based on Decisive Subspaces. VLDB 2005: 253-264 |
| 55 | EE | Jianye Ye, Xiangdong Zhou, Jian Pei, Lian Chen, Liang Zhang: A Stratification-Based Approach to Accurate and Fast Image Annotation. WAIM 2005: 284-296 |
| 54 | EE | Jiawei Han, Yixin Chen, Guozhu Dong, Jian Pei, Benjamin W. Wah, Jianyong Wang, Y. Dora Cai: Stream Cube: An Architecture for Multi-Dimensional Analysis of Data Streams. Distributed and Parallel Databases 18(2): 173-197 (2005) |
| 53 | EE | Daxin Jiang, Jian Pei, Aidong Zhang: An Interactive Approach to Mining Gene Expression Data. IEEE Trans. Knowl. Data Eng. 17(10): 1363-1378 (2005) |
| 52 | EE | Jian Pei: Book Review on "Out of Their Minds: The Lives and Discoveries of 15 Great Computer Scientists". J. Comput. Sci. Technol. 20(1): 144-145 (2005) |
| 2004 | ||
| 51 | EE | Dongqing Yang, Shiwei Tang, Jian Pei, Tengjiao Wang, Jun Gao: Preface to CoMWIM 2004. ER (Workshops) 2004: 197 |
| 50 | EE | Jian Pei, Shambhu J. Upadhyaya, Faisal Farooq, Venugopal Govindaraju: Data Mining for Intrusion Detection: Techniques, Applications and Systems. ICDE 2004: 877 |
| 49 | EE | Chen Wang, Wei Wang, Jian Pei, Yongtai Zhu, Baile Shi: Scalable mining of large disk-based graph databases. KDD 2004: 316-325 |
| 48 | EE | Lin Deng, Jian Pei, Jinwen Ma, Dik Lun Lee: A rank sum test method for informative gene discovery. KDD 2004: 410-419 |
| 47 | EE | Daxin Jiang, Jian Pei, Murali Ramanathan, Chun Tang, Aidong Zhang: Mining coherent gene clusters from gene-sample-time microarray data. KDD 2004: 430-439 |
| 46 | EE | 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 |
| 45 | EE | Haixun Wang, Fang Chu, Wei Fan, Philip S. Yu, Jian Pei: A Fast Algorithm for Subspace Clustering by Pattern Similarity. SSDBM 2004: 51- |
| 44 | EE | Daxin Jiang, Jian Pei, Aidong Zhang: GPX: Interactive Mining of Gene Expression Data. VLDB 2004: 1249-1252 |
| 43 | EE | 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) |
| 42 | EE | Jian Pei, Jiawei Han, Laks V. S. Lakshmanan: Pushing Convertible Constraints in Frequent Itemset Mining. Data Min. Knowl. Discov. 8(3): 227-252 (2004) |
| 41 | EE | Jian Pei, Jiawei Han, Behzad Mortazavi-Asl, Jianyong Wang, Helen Pinto, Qiming Chen, Umeshwar Dayal, Meichun Hsu: Mining Sequential Patterns by Pattern-Growth: The PrefixSpan Approach. IEEE Trans. Knowl. Data Eng. 16(11): 1424-1440 (2004) |
| 40 | EE | Guozhu Dong, Jiawei Han, Joyce M. W. Lam, Jian Pei, Ke Wang, Wei Zou: Mining Constrained Gradients in Large Databases. IEEE Trans. Knowl. Data Eng. 16(8): 922-938 (2004) |
| 39 | EE | Jiawei Han, Jian Pei, Xifeng Yan: From Sequential Pattern Mining to Structured Pattern Mining: A Pattern-Growth Approach. J. Comput. Sci. Technol. 19(3): 257-279 (2004) |
| 38 | EE | Jian Pei, Guozhu Dong, Wei Zou, Jiawei Han: Mining Condensed Frequent-Pattern Bases. Knowl. Inf. Syst. 6(5): 570-594 (2004) |
| 2003 | ||
| 37 | EE | Daxin Jiang, Jian Pei, Aidong Zhang: DHC: A Density-Based Hierarchical Clustering Method for Time Series Gene Expression Dat. BIBE 2003: 393-400 |
| 36 | EE | Jian Pei: A General Model for Online Analytical Processing of Complex Data. ER 2003: 321-334 |
| 35 | EE | Jian Pei, Xiaoling Zhang, Moonjung Cho, Haixun Wang, Philip S. Yu: MaPle: A Fast Algorithm for Maximal Pattern-based Clustering. ICDM 2003: 259-266 |
| 34 | EE | Jianyong Wang, Jiawei Han, Jian Pei: CLOSET+: searching for the best strategies for mining frequent closed itemsets. KDD 2003: 236-245 |
| 33 | EE | Daxin Jiang, Jian Pei, Aidong Zhang: Interactive exploration of coherent patterns in time-series gene expression data. KDD 2003: 565-570 |
| 32 | EE | Chun Tang, Aidong Zhang, Jian Pei: Mining phenotypes and informative genes from gene expression data. KDD 2003: 655-660 |
| 31 | Yan Huang, Hui Xiong, Shashi Shekhar, Jian Pei: Mining Confident Colocation Rules without A Support Threshold. SAC 2003: 497-501 | |
| 30 | EE | Hye-Chung Kum, Jian Pei, Wei Wang, Dean Duncan: ApproxMAP: Approximate Mining of Consensus Sequential Patterns. SDM 2003 |
| 29 | EE | Laks V. S. Lakshmanan, Jian Pei, Yan Zhao: QC-Trees: An Efficient Summary Structure for Semantic OLAP. SIGMOD Conference 2003: 64-75 |
| 28 | EE | Laks V. S. Lakshmanan, Jian Pei, Yan Zhao: SOCQET: Semantic OLAP with Compressed Cube and Summarization. SIGMOD Conference 2003: 658 |
| 27 | EE | Laks V. S. Lakshmanan, Jian Pei, Yan Zhao: Efficacious Data Cube Exploration by Semantic Summarization and Compression. VLDB 2003: 1125-1128 |
| 26 | EE | Zhiyuan Chen, Li Chen, Jian Pei, Yufei Tao, Haixun Wang, Wei Wang, Jiong Yang, Jun Yang, Donghui Zhang: Recent Progress on Selected Topics in Database Research - A Report by Nine Young Chinese Researchers Working in the United States. J. Comput. Sci. Technol. 18(5): 538-552 (2003) |
| 25 | EE | Daxin Jiang, Jian Pei, Aidong Zhang: Towards interactive exploration of gene expression patterns. SIGKDD Explorations 5(2): 79-90 (2003) |
| 2002 | ||
| 24 | EE | Jian Pei, Jiawei Han, Wei Wang: Mining sequential patterns with constraints in large databases. CIKM 2002: 18-25 |
| 23 | EE | Yixin Chen, Guozhu Dong, Jiawei Han, Jian Pei, Benjamin W. Wah, Jianyong Wang: Online Analytical Processing Stream Data: Is It Feasible? DMKD 2002 |
| 22 | EE | Jian Pei, Guozhu Dong, Wei Zou, Jiawei Han: On Computing Condensed Frequent Pattern Bases. ICDM 2002: 378-385 |
| 21 | EE | 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 |
| 20 | EE | Jiawei Han, Jianyong Wang, Guozhu Dong, Jian Pei, Ke Wang: CubeExplorer: online exploration of data cubes. SIGMOD Conference 2002: 626 |
| 19 | EE | Laks V. S. Lakshmanan, Jian Pei, Jiawei Han: Quotient Cube: How to Summarize the Semantics of a Data Cube. VLDB 2002: 778-789 |
| 18 | EE | Jian Pei, Jiawei Han: Constrained frequent pattern mining: a pattern-growth view. SIGKDD Explorations 4(1): 31-39 (2002) |
| 2001 | ||
| 17 | Helen Pinto, Jiawei Han, Jian Pei, Ke Wang, Qiming Chen, Umeshwar Dayal: Multi-Dimensional Sequential Pattern Mining. CIKM 2001: 81-88 | |
| 16 | EE | Jian Pei, Anthony K. H. Tung, Jiawei Han: Fault-Tolerant Frequent Pattern Mining: Problems and Challenges. DMKD 2001 |
| 15 | EE | 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 |
| 14 | EE | Jian Pei, Jiawei Han, Laks V. S. Lakshmanan: Mining Frequent Item Sets with Convertible Constraints. ICDE 2001: 433-442 |
| 13 | Wenmin Li, Jiawei Han, Jian Pei: CMAR: Accurate and Efficient Classification Based on Multiple Class-Association Rules. ICDM 2001: 369-376 | |
| 12 | 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 | |
| 11 | EE | Jiawei Han, Laks V. S. Lakshmanan, Jian Pei: Scalable frequent-pattern mining methods: an overview. KDD Tutorials 2001 |
| 10 | EE | Jiawei Han, Jian Pei, Guozhu Dong, Ke Wang: Efficient Computation of Iceberg Cubes with Complex Measures. SIGMOD Conference 2001: 1-12 |
| 9 | EE | 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: 618 |
| 8 | EE | Guozhu Dong, Jiawei Han, Joyce M. W. Lam, Jian Pei, Ke Wang: Mining Multi-Dimensional Constrained Gradients in Data Cubes. VLDB 2001: 321-330 |
| 2000 | ||
| 7 | 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 | |
| 6 | EE | Jian Pei, Jiawei Han: Can we push more constraints into frequent pattern mining? KDD 2000: 350-354 |
| 5 | EE | Jiawei Han, Jian Pei, Behzad Mortazavi-Asl, Qiming Chen, Umeshwar Dayal, Meichun Hsu: FreeSpan: frequent pattern-projected sequential pattern mining. KDD 2000: 355-359 |
| 4 | Jian Pei, Jiawei Han, Behzad Mortazavi-Asl, Hua Zhu: Mining Access Patterns Efficiently from Web Logs. PAKDD 2000: 396-407 | |
| 3 | EE | Jiawei Han, Jian Pei, Yiwen Yin: Mining Frequent Patterns without Candidate Generation. SIGMOD Conference 2000: 1-12 |
| 2 | EE | 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 |
| 1 | EE | Jiawei Han, Jian Pei: Mining Frequent Patterns by Pattern-Growth: Methodology and Implications. SIGKDD Explorations 2(2): 14-20 (2000) |
Colors in the list of coauthors