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Note: Links lead to the DBLP on the Web. Jiawei Han Jiawei Han, Xifeng Yan , Philip S. Yu : Mining, Indexing, and Similarity Search in Graphs and Complex Structures. ICDE 2006 : 106 Charu C. Aggarwal , Chen Chen , Jiawei Han: On the Inverse Classification Problem and its Applications. ICDE 2006 : 111 Hongyan Liu , Jiawei Han, Dong Xin , Zheng Shao : Top-Down Mining of Interesting Patterns from Very High Dimensional Data. ICDE 2006 : 114 Dong Xin , Zheng Shao , Jiawei Han, Hongyan Liu : C-Cubing: Efficient Computation of Closed Cubes by Aggregation-Based Checking. ICDE 2006 : 4 Hector Gonzalez , Jiawei Han, Xiaolei Li , Diego Klabjan : Warehousing and Analyzing Massive RFID Data Sets. ICDE 2006 : 83 Xifeng Yan , Feida Zhu , Jiawei Han, Philip S. Yu : Searching Substructures with Superimposed Distance. ICDE 2006 : 88 Xiaolei Li , Jiawei Han, Sangkyum Kim : Motion-Alert: Automatic Anomaly Detection in Massive Moving Objects. ISI 2006 : 166-177 Wen Jin , Anthony K. H. Tung , Jiawei Han, Wei Wang : Ranking Outliers Using Symmetric Neighborhood Relationship. PAKDD 2006 : 577-593 Hongyan Liu , Ying Lu , Jiawei Han, Jun He : Error-Adaptive and Time-Aware Maintenance of Frequency Counts over Data Streams. WAIM 2006 : 484-495 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) Charu C. Aggarwal , Jiawei Han, Jianyong Wang , Philip S. Yu : A Framework for On-Demand Classification of Evolving Data Streams. IEEE Trans. Knowl. Data Eng. 18 (5): 577-589 (2006) Jianyong Wang , Jiawei Han, Jian Pei : Closed Constrained Gradient Mining in Retail Databases. IEEE Trans. Knowl. Data Eng. 18 (6): 764-769 (2006) Xiaoxin Yin , Jiawei Han, Jiong Yang , Philip S. Yu : Efficient Classification across Multiple Database Relations: A CrossMine Approach. IEEE Trans. Knowl. Data Eng. 18 (6): 770-783 (2006) Xiaofei He , Deng Cai , Haifeng Liu , Jiawei Han: Image clustering with tensor representation. ACM Multimedia 2005 : 132-140 Chao Liu , Xifeng Yan , Long Fei , Jiawei Han, Samuel P. Midkiff : SOBER: statistical model-based bug localization. ESEC/SIGSOFT FSE 2005 : 286-295 Xifeng Yan , Xianghong Jasmine Zhou , Jiawei Han: Mining Closed Relational Graphs with Connectivity Constraints. ICDE 2005 : 357-358 Xiaolei Li , Jiawei Han, Xiaoxin Yin , Dong Xin : Mining Evolving Customer-Product Relationships in Multi-Dimensional Space. ICDE 2005 : 580-581 Haiyan Hu , Xifeng Yan , Yu Huang , Jiawei Han, Xianghong Jasmine Zhou : Mining coherent dense subgraphs across massive biological networks for functional discovery. ISMB (Supplement of Bioinformatics) 2005 : 213-221 Xifeng Yan , Hong Cheng , Jiawei Han, Dong Xin : Summarizing itemset patterns: a profile-based approach. KDD 2005 : 314-323 Xifeng Yan , Xianghong Jasmine Zhou , Jiawei Han: Mining closed relational graphs with connectivity constraints. KDD 2005 : 324-333 Xiaoxin Yin , Jiawei Han, Philip S. Yu : Cross-relational clustering with user's guidance. KDD 2005 : 344-353 Shengnan Cong , Jiawei Han, David A. Padua : Parallel mining of closed sequential patterns. KDD 2005 : 562-567 Xiaoxin Yin , Jiawei Han: Efficient Classification from Multiple Heterogeneous Databases. PKDD 2005 : 404-416 Deng Cai , Zheng Shao , Xiaofei He , Xifeng Yan , Jiawei Han: Community Mining from Multi-relational Networks. PKDD 2005 : 445-452 Wen Jin , Martin Ester , Jiawei Han: Efficient Processing of Ranked Queries with Sweeping Selection. PKDD 2005 : 527-535 Shengnan Cong , Jiawei Han, Jay Hoeflinger , David A. Padua : A sampling-based framework for parallel data mining. PPOPP 2005 : 255-265 Chao Liu , Xifeng Yan , Hwanjo Yu , Jiawei Han, Philip S. Yu : Mining Behavior Graphs for "Backtrace" of Noncrashing Bugs. SDM 2005 Hong Cheng , Xifeng Yan , Jiawei Han: SeqIndex: Indexing Sequences by Sequential Pattern Analysis. SDM 2005 Xifeng Yan , Philip S. Yu , Jiawei Han: Substructure Similarity Search in Graph Databases. SIGMOD Conference 2005 : 766-777 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 Xiaoxin Yin , Jiawei Han, Jiong Yang : Searching for Related Objects in Relational Databases. SSDBM 2005 : 227-236 Dong Xin , Jiawei Han, Xifeng Yan , Hong Cheng : Mining Compressed Frequent-Pattern Sets. VLDB 2005 : 709-720 Peter Bajcsy , Jiawei Han, Lei Liu , Jiong Yang : Survey of Biodata Analysis from a Data Mining Perspective. Data Mining in Bioinformatics 2005 : 9-39 Haixun Wang , Philip S. Yu , Jiawei Han: Mining Data Streams. The Data Mining and Knowledge Discovery Handbook 2005 : 777-792 Xifeng Yan , Philip S. Yu , Jiawei Han: Graph indexing based on discriminative frequent structure analysis. ACM Trans. Database Syst. 30 (4): 960-993 (2005) Charu C. Aggarwal , Jiawei Han, Jianyong Wang , Philip S. Yu : On High Dimensional Projected Clustering of Data Streams. Data Min. Knowl. Discov. 10 (3): 251-273 (2005) Hwanjo Yu , Jiong Yang , Jiawei Han, Xiaolei Li : Making SVMs Scalable to Large Data Sets using Hierarchical Cluster Indexing. Data Min. Knowl. Discov. 11 (3): 295-321 (2005) 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) Deng Cai , Xiaofei He , Jiawei Han: Document Clustering Using Locality Preserving Indexing. IEEE Trans. Knowl. Data Eng. 17 (12): 1624-1637 (2005) Ke Wang , Yuelong Jiang , Jeffrey Xu Yu , Guozhu Dong , Jiawei Han: Divide-and-Approximate: A Novel Constraint Push Strategy for Iceberg Cube Mining. IEEE Trans. Knowl. Data Eng. 17 (3): 354-368 (2005) Jianyong Wang , Jiawei Han, Ying Lu , Petre Tzvetkov : TFP: An Efficient Algorithm for Mining Top-K Frequent Closed Itemsets. IEEE Trans. Knowl. Data Eng. 17 (5): 652-664 (2005) Petre Tzvetkov , Xifeng Yan , Jiawei Han: TSP: Mining top- k closed sequential patterns. Knowl. Inf. Syst. 7 (4): 438-457 (2005) Michael J. Carey , Jiawei Han: A tribute to Professor Hongjun Lu. SIGMOD Record 34 (2): 5 (2005) Xiaoxin Yin , Jiawei Han, Jiong Yang , Philip S. Yu : CrossMine: Efficient Classification Across Multiple Database Relations. Constraint-Based Mining and Inductive Databases 2004 : 172-195 Bin He , Kevin Chen-Chuan Chang , Jiawei Han: Mining complex matchings across Web query interfaces. DMKD 2004 : 3-10 Xiaoxin Yin , Jiawei Han, Jiong Yang , Philip S. Yu : CrossMine: Efficient Classification Across Multiple Database Relations. ICDE 2004 : 399-411 Jianyong Wang , Jiawei Han: BIDE: Efficient Mining of Frequent Closed Sequences. ICDE 2004 : 79-90 Hwanjo Yu , Duane Searsmith , Xiaolei Li , Jiawei Han: Scalable Construction of Topic Directory with Nonparametric Closed Termset Mining. ICDM 2004 : 563-566 Bin He , Kevin Chen-Chuan Chang , Jiawei Han: Discovering complex matchings across web query interfaces: a correlation mining approach. KDD 2004 : 148-157 Charu C. Aggarwal , Jiawei Han, Jianyong Wang , Philip S. Yu : On demand classification of data streams. KDD 2004 : 503-508 Hong Cheng , Xifeng Yan , Jiawei Han: IncSpan: incremental mining of sequential patterns in large database. KDD 2004 : 527-532 Yifan Li , Jiawei Han, Jiong Yang : Clustering moving objects. KDD 2004 : 617-622 Andrew Y. Wu , Michael Garland , Jiawei Han: Mining scale-free networks using geodesic clustering. KDD 2004 : 719-724 Won-Young Kim , Young-Koo Lee , Jiawei Han: CCMine: Efficient Mining of Confidence-Closed Correlated Patterns. PAKDD 2004 : 569-579 Wen Jin , Jiawei Han, Martin Ester : Mining Thick Skylines over Large Databases. PKDD 2004 : 255-266 Xifeng Yan , Philip S. Yu , Jiawei Han: Graph Indexing: A Frequent Structure-based Approach. SIGMOD Conference 2004 : 335-346 Y. Dora Cai , David Clutter , Greg Pape , Jiawei Han, Michael Welge , Loretta Auvil : MAIDS: Mining Alarming Incidents from Data Streams. SIGMOD Conference 2004 : 919-920 Yifan Li , Jiong Yang , Jiawei Han: Continuous K-Nearest Neighbor Search for Moving Objects. SSDBM 2004 : 123-126 Zheng Shao , Jiawei Han, Dong Xin : MM-Cubing: Computing Iceberg Cubes by Factorizing the Lattice Space. SSDBM 2004 : 213-222 Xiaolei Li , Jiawei Han, Hector Gonzalez : High-Dimensional OLAP: A Minimal Cubing Approach. VLDB 2004 : 528-539 Charu C. Aggarwal , Jiawei Han, Jianyong Wang , Philip S. Yu : A Framework for Projected Clustering of High Dimensional Data Streams. VLDB 2004 : 852-863 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) Jian Pei , Jiawei Han, Laks V. S. Lakshmanan : Pushing Convertible Constraints in Frequent Itemset Mining. Data Min. Knowl. Discov. 8 (3): 227-252 (2004) Hwanjo Yu , Jiawei Han, Kevin Chen-Chuan Chang : PEBL: Web Page Classification without Negative Examples. IEEE Trans. Knowl. Data Eng. 16 (1): 70-81 (2004) 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) 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) 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) Jian Pei , Guozhu Dong , Wei Zou , Jiawei Han: Mining Condensed Frequent-Pattern Bases. Knowl. Inf. Syst. 6 (5): 570-594 (2004) K. P. Unnikrishnan , Ramasamy Uthurusamy , Jiawei Han: The third SIGKDD workshop on mining temporal and sequential data (KDD/TDM 2004). SIGKDD Explorations 6 (2): 152 (2004) Hwanjo Yu , ChengXiang Zhai , Jiawei Han: Text classification from positive and unlabeled documents. CIKM 2003 : 232-239 Hwanjo Yu , Jiong Yang , Wei Wang , Jiawei Han: Discovering Compact and Highly Discriminative Features or Feature Combinations of Drug Activities Using Support Vector Machines. CSB 2003 : 220-228 Su-Jeong Ko , Jiawei Han: Mining Typical Preferences of Collaborative User Groups. ER 2003 : 419-432 Ke Wang , Yuelong Jiang , Jeffrey Xu Yu , Guozhu Dong , Jiawei Han: Pushing Aggregate Constraints by Divide-and-Approximate. ICDE 2003 : 291-302 Petre Tzvetkov , Xifeng Yan , Jiawei Han: TSP: Mining Top-K Closed Sequential Patterns. ICDM 2003 : 347-354 Young-Koo Lee , Won-Young Kim , Y. Dora Cai , Jiawei Han: CoMine: Efficient Mining of Correlated Patterns. ICDM 2003 : 581-584 AnHai Doan , Ying Lu , Yoonkyong Lee , Jiawei Han: Object Matching for Information Integration: A Profiler-Based Approach. IIWeb 2003 : 53-58 Haixun Wang , Wei Fan , Philip S. Yu , Jiawei Han: Mining concept-drifting data streams using ensemble classifiers. KDD 2003 : 226-235 Jianyong Wang , Jiawei Han, Jian Pei : CLOSET+: searching for the best strategies for mining frequent closed itemsets. KDD 2003 : 236-245 Xifeng Yan , Jiawei Han: CloseGraph: mining closed frequent graph patterns. KDD 2003 : 286-295 Hwanjo Yu , Jiong Yang , Jiawei Han: Classifying large data sets using SVMs with hierarchical clusters. KDD 2003 : 306-315 Xiaoxin Yin , Jiawei Han: CPAR: Classification based on Predictive Association Rules. SDM 2003 Xifeng Yan , Jiawei Han, Ramin Afshar : CloSpan: Mining Closed Sequential Patterns in Large Databases. SDM 2003 Dong Xin , Jiawei Han, Xiaolei Li , Benjamin W. Wah : Star-Cubing: Computing Iceberg Cubes by Top-Down and Bottom-Up Integration. VLDB 2003 : 476-487 Charu C. Aggarwal , Jiawei Han, Jianyong Wang , Philip S. Yu : A Framework for Clustering Evolving Data Streams. VLDB 2003 : 81-92 AnHai Doan , Ying Lu , Yoonkyong Lee , Jiawei Han: Profile-Based Object Matching for Information Integration. IEEE Intelligent Systems 18 (5): 54-59 (2003) Anthony K. H. Tung , Hongjun Lu , Jiawei Han, Ling Feng : Efficient Mining of Intertransaction Association Rules. IEEE Trans. Knowl. Data Eng. 15 (1): 43-56 (2003) Ke Wang , Yu He , Jiawei Han: Pushing Support Constraints Into Association Rules Mining. IEEE Trans. Knowl. Data Eng. 15 (3): 642-658 (2003) Ying Lu , Jiawei Han: Cancer classification using gene expression data. Inf. Syst. 28 (4): 243-268 (2003) Robert L. Grossman , Jiawei Han, Vipin Kumar , Heikki Mannila , Rajeev Motwani : Proceedings of the Second SIAM International Conference on Data Mining, Arlington, VA, USA, April 11-13, 2002 SIAM 2002 Jiawei Han: How Can Data Mining Help Bio-Data Analysis? BIOKDD 2002 : 1-2 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 Ke Wang , Senqiang Zhou , Jiawei Han: Profit Mining: From Patterns to Actions. EDBT 2002 : 70-87 Jiawei Han, Jianyong Wang , Ying Lu , Petre Tzvetkov : Mining Top-K Frequent Closed Patterns without Minimum Support. ICDM 2002 : 211-218 Jian Pei , Guozhu Dong , Wei Zou , Jiawei Han: On Computing Condensed Frequent Pattern Bases. ICDM 2002 : 378-385 Hwanjo Yu , Kevin Chen-Chuan Chang , Jiawei Han: Heterogeneous Learner for Web Page Classification. ICDM 2002 : 538-545 Xifeng Yan , Jiawei Han: gSpan: Graph-Based Substructure Pattern Mining. ICDM 2002 : 721-724 Junqiang Liu , Yunhe Pan , Ke Wang , Jiawei Han: Mining frequent item sets by opportunistic projection. KDD 2002 : 229-238 Hwanjo Yu , Jiawei Han, Kevin Chen-Chuan Chang : PEBL: positive example based learning for Web page classification using SVM. KDD 2002 : 239-248 Ke Wang , Liu Tang , Jiawei Han, Junqiang Liu : Top Down FP-Growth for Association Rule Mining. PAKDD 2002 : 334-340 Jiong Yang , Wei Wang , Philip S. Yu , Jiawei Han: Mining long sequential patterns in a noisy environment. SIGMOD Conference 2002 : 406-417 Jiawei Han, Jianyong Wang , Guozhu Dong , Jian Pei , Ke Wang : CubeExplorer: online exploration of data cubes. SIGMOD Conference 2002 : 626 Yixin Chen , Guozhu Dong , Jiawei Han, Benjamin W. Wah , Jianyong Wang : Multi-Dimensional Regression Analysis of Time-Series Data Streams. VLDB 2002 : 323-334 Laks V. S. Lakshmanan , Jian Pei , Jiawei Han: Quotient Cube: How to Summarize the Semantics of a Data Cube. VLDB 2002 : 778-789 Jiawei Han, Russ B. Altman , Vipin Kumar , Heikki Mannila , Daryl Pregibon : Emerging scientific applications in data mining. Commun. ACM 45 (8): 54-58 (2002) Jiawei Han, Kevin Chen-Chuan Chang : Data Mining for Web Intelligence. IEEE Computer 35 (11): 64-70 (2002) Raymond T. Ng , Jiawei Han: CLARANS: A Method for Clustering Objects for Spatial Data Mining. IEEE Trans. Knowl. Data Eng. 14 (5): 1003-1016 (2002) Jian Pei , Jiawei Han: Constrained frequent pattern mining: a pattern-growth view. SIGKDD Explorations 4 (1): 31-39 (2002) Marianne Winslett , Kevin Chen-Chuan Chang , AnHai Doan , Jiawei Han, ChengXiang Zhai , Yuanyuan Zhou : Database Research at the University of Illinois at Urbana-Champaign. SIGMOD Record 31 (3): 97-102 (2002) Ling Feng , Jeffrey Xu Yu , Hongjun Lu , Jiawei Han: A template model for multidimensional inter-transactional association rules. VLDB J. 11 (2): 153-175 (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 Sonny Han Seng Chee , Jiawei Han, Ke Wang : RecTree: An Efficient Collaborative Filtering Method. DaWaK 2001 : 141-151 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 Anthony K. H. Tung , Jean Hou , Jiawei Han: Spatial Clustering in the Presence of Obstacles. ICDE 2001 : 359-367 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 Anthony K. H. Tung , Raymond T. Ng , Laks V. S. Lakshmanan , Jiawei Han: Constraint-based clustering in large databases. ICDT 2001 : 405-419 Wen Jin , Anthony K. H. Tung , Jiawei Han: Mining top-n local outliers in large databases. KDD 2001 : 293-298 Jiawei Han, Laks V. S. Lakshmanan , Jian Pei : Scalable frequent-pattern mining methods: an overview. KDD Tutorials 2001 Jiawei Han, Jian Pei , Guozhu Dong , Ke Wang : Efficient Computation of Iceberg Cubes with Complex Measures. SIGMOD Conference 2001 : 1-12 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 Guozhu Dong , Jiawei Han, Joyce M. W. Lam , Jian Pei , Ke Wang : Mining Multi-Dimensional Constrained Gradients in Data Cubes. VLDB 2001 : 321-330 Kenneth A. Ross , Jiawei Han, Nick Koudas , Rajeev Rastogi , Daniel J. Rosenkrantz , Peter Scheuermann , Dan Suciu : Reminiscences on Influential Papers. SIGMOD Record 30 (3): 101-104 (2001) Jiawei Han, Micheline Kamber : Data Mining: Concepts and Techniques Morgan Kaufmann 2000 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 Edward Kim , Joyce M. W. Lam , Jiawei Han: AIM: Approximate Intelligent Matching for Time Series Data. DaWaK 2000 : 347-357 Osmar R. Zaïane , Jiawei Han, Hua Zhu : Mining Recurrent Items in Multimedia with Progressive Resolution Refinement. ICDE 2000 : 461-470 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 Anthony K. H. Tung , Raymond T. Ng , Laks V. S. Lakshmanan , Jiawei Han: Geo-Spatial Clustering with User-Specified Constraints. MDM/KDD 2000 : 1-7 Anthony K. H. Tung , Jean Hou , Jiawei Han: COE: Clustering with Obstacles Entities. A Preliminary Study. PAKDD 2000 : 165-168 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 Ke Wang , Yu He , Jiawei Han: Mining Frequent Itemsets Using Support Constraints. VLDB 2000 : 43-52 Hongjun Lu , Ling Feng , Jiawei Han: Beyond intratransaction association analysis: mining multidimensional intertransaction association rules. ACM Trans. Inf. Syst. 18 (4): 423-454 (2000) Nebojsa Stefanovic , Jiawei Han, Krzysztof Koperski : Object-Based Selective Materialization for Efficient Implementation of Spatial Data Cubes. IEEE Trans. Knowl. Data Eng. 12 (6): 938-958 (2000) David Wai-Lok Cheung , H. Y. Hwang , Ada Wai-Chee Fu , Jiawei Han: Efficient Rule-Based Attribute-Oriented Induction for Data Mining. J. Intell. Inf. Syst. 15 (2): 175-200 (2000) Harvey J. Miller , Jiawei Han: Discovering Geographic Knowledge in Data Rich Environments: A Report on a Specialist Meeting. SIGKDD Explorations 1 (2): 105-107 (2000) Jiawei Han, Jian Pei : Mining Frequent Patterns by Pattern-Growth: Methodology and Implications. SIGKDD Explorations 2 (2): 14-20 (2000) Jiawei Han, Qiang Yang , Edward Kim : Plan Mining by Divide-and-Conquer. 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery 1999 Ling Feng , Hongjun Lu , Jeffrey Xu Yu , Jiawei Han: Mining Inter-Transaction Associations with Templates. CIKM 1999 : 225-233 Jiawei Han, Guozhu Dong , Yiwen Yin : Efficient Mining of Partial Periodic Patterns in Time Series Database. ICDE 1999 : 106-115 Anthony K. H. Tung , Hongjun Lu , Jiawei Han, Ling Feng : Breaking the Barrier of Transactions: Mining Inter-Transaction Association Rules. KDD 1999 : 297-301 Laks V. S. Lakshmanan , Raymond T. Ng , Jiawei Han, Alex Pang : Optimization of Constrained Frequent Set Queries with 2-variable Constraints. SIGMOD Conference 1999 : 157-168 Raymond T. Ng , Laks V. S. Lakshmanan , Jiawei Han, Teresa Mah : Exploratory Mining via Constrained Frequent Set Queries. SIGMOD Conference 1999 : 556-558 Xiaofang Zhou , David Truffet , Jiawei Han: Efficient Polygon Amalgamation Methods for Spatial OLAP and Spatial Data Mining. SSD 1999 : 167-187 Jiawei Han: Review - An Array-Based Algorithm for Simultaneous Multidimensional Aggregates. ACM SIGMOD Digital Review 1 : (1999) Jiawei Han, Laks V. S. Lakshmanan , Raymond T. Ng : Constraint-Based Multidimensional Data Mining. IEEE Computer 32 (8): 46-50 (1999) Jiawei Han, Zhaohui Xie , Yongjian Fu : Join Index Hierarchy: An Indexing Structure for Efficient Navigation in Object-Oriented Databases. IEEE Trans. Knowl. Data Eng. 11 (2): 321-337 (1999) Jiawei Han, Yongjian Fu : Mining Multiple-Level Association Rules in Large Databases. IEEE Trans. Knowl. Data Eng. 11 (5): 798-804 (1999) Osmar R. Zaïane , Man Xin , Jiawei Han: Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs. ADL 1998 : 19-29 Osmar R. Zaïane , Jiawei Han, Ze-Nian Li , Jean Hou : Mining multimedia data. CASCON 1998 : 24 Jiawei Han, Wan Gong , Yiwen Yin : Mining Segment-Wise Periodic Patterns in Time-Related Databases. KDD 1998 : 214-218 Jiawei Han, Nebojsa Stefanovic , Krzysztof Koperski : Selective Materialization: An Efficient Method for Spatial Data Cube Construction. PAKDD 1998 : 144-158 Raymond T. Ng , Laks V. S. Lakshmanan , Jiawei Han, Alex Pang : Exploratory Mining and Pruning Optimizations of Constrained Association Rules. SIGMOD Conference 1998 : 13-24 Osmar R. Zaïane , Jiawei Han, Ze-Nian Li , Sonny Han Seng Chee , Jenny Chiang : MultiMediaMiner: A System Prototype for Multimedia Data Mining. SIGMOD Conference 1998 : 581-583 Osmar R. Zaïane , Jiawei Han: WebML: Querying the World-Wide Web for Resources and Knowledge. Workshop on Web Information and Data Management 1998 : 9-12 Jiawei Han, Shojiro Nishio , Hiroyuki Kawano , Wei Wang : Generalization-Based Data Mining in Object-Oriented Databases Using an Object Cube Model. Data Knowl. Eng. 25 (1-2): 55-97 (1998) Raymond T. Ng , Jiawei Han, Laks V. S. Lakshmanan : Editorial. Data Min. Knowl. Discov. 2 (3): 231-232 (1998) Jiawei Han, Ling Liu , Tong Lu : Evaluation of Declarative n-Queens Recursion: A Deductive Database Approach. Inf. Sci. 105 (1-4): 69-100 (1998) Deyi Li , Jiawei Han, Xuemei Shi , Man-chung Chan : Knowledge representation and discovery based on linguistic atoms. Knowl.-Based Syst. 10 (7): 431-440 (1998) Jiawei Han: Towards On-Line Analytical Mining in Large Databases. SIGMOD Record 27 (1): 97-107 (1998) Jiawei Han, Jenny Chiang , Sonny Han Seng Chee , Jianping Chen , Qing Chen , Shan Cheng , Wan Gong , Micheline Kamber , Krzysztof Koperski , Gang Liu , Yijun Lu , Nebojsa Stefanovic , Lara Winstone , Betty Xia , Osmar R. Zaïane , Shuhua Zhang , Hua Zhu : DBMiner: a system for data mining in relational databases and data warehouses. CASCON 1997 : 8 Jiawei Han: OLAP Mining: Integration of OLAP with Data Mining. DS-7 1997 : 3-20 Jiawei Han: Data Mining: Where is it Heading? (Panel). ICDE 1997 : 508 Micheline Kamber , Jiawei Han, Jenny Chiang : Metarule-Guided Mining of Multi-Dimensional Association Rules Using Data Cubes. KDD 1997 : 207-210 Micheline Kamber , Lara Winstone , Wang Gon , Jiawei Han: Generalization and Decision Tree Induction: Efficient Classification in Data Mining. RIDE 1997 : 0- Jiawei Han, Krzysztof Koperski , Nebojsa Stefanovic : GeoMiner: A System Prototype for Spatial Data Mining. SIGMOD Conference 1997 : 553-556 Evangelos Simoudis , Jiawei Han, Usama M. Fayyad : Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96) AAAI Press 1996 Krzysztof Koperski , Junas Adhikary , Jiawei Han: Spatial Data Mining: Progress and Challenges. DMKD 1996 : 0- David Wai-Lok Cheung , Jiawei Han, Vincent T. Y. Ng , C. Y. Wong : Maintenance of Discovered Association Rules in Large Databases: An Incremental Updating Technique. ICDE 1996 : 106-114 Jiawei Han, Yongjian Fu , Wei Wang , Jenny Chiang , Wan Gong , Krzysztof Koperski , Deyi Li , Yijun Lu , Amynmohamed Rajan , Nebojsa Stefanovic , Betty Xia , Osmar R. Zaïane : DBMiner: A System for Mining Knowledge in Large Relational Databases. KDD 1996 : 250-255 David Wai-Lok Cheung , Jiawei Han, Vincent T. Y. Ng , Ada Wai-Chee Fu , Yongjian Fu : A Fast Distributed Algorithm for Mining Association Rules. PDIS 1996 : 31-42 Jiawei Han: Data Mining Techniques. SIGMOD Conference 1996 : 545 Jiawei Han, Yongjian Fu , Wei Wang , Jenny Chiang , Osmar R. Zaïane , Krzysztof Koperski : DBMiner: Interactive Mining of Multiple-Level Knowledge in Relational Databases. SIGMOD Conference 1996 : 550 Jiawei Han, Yongjian Fu : Attribute-Oriented Induction in data Mining. Advances in Knowledge Discovery and Data Mining 1996 : 399-421 Jiawei Han, Yue Huang , Nick Cercone , Yongjian Fu : Intelligent Query Answering by Knowledge Discovery Techniques. IEEE Trans. Knowl. Data Eng. 8 (3): 373-390 (1996) Ming-Syan Chen , Jiawei Han, Philip S. Yu : Data Mining: An Overview from a Database Perspective. IEEE Trans. Knowl. Data Eng. 8 (6): 866-883 (1996) Beng Chin Ooi , Jiawei Han, Hongjun Lu , Kian-Lee Tan : Index Nesting - An Efficient Approach to Indexing in Object-Oriented Databases VLDB J. 5 (3): 215-228 (1996) Jiawei Han: Mining Knowledge at Multiple Concept Levels. CIKM 1995 : 19-24 Zhaohui Xie , Jiawei Han: Normalization and Compilation of Deductive and Object-Oriented Databases Programs for Efficient Query Evaluation. DOOD 1995 : 485-502 Jiawei Han, Yongjian Fu , Simon Tang : Advances of the DBLearn System for Knowledge Discovery in Large Databases. IJCAI 1995 : 2049-2050 Osmar R. Zaïane , Jiawei Han: Resource and Knowledge Discovery in Global Information Systems: A Preliminary Design and Experiment. KDD 1995 : 331-336 Yongjian Fu , Jiawei Han: Meta-Rule-Guided Mining of Association Rules in Relational Databases. KDOOD/TDOOD 1995 : 39-46 David Wai-Lok Cheung , Jiawei Han: Maintenance of Discovered Knowledge: A Strategy for Updating Association Rules (Abstract). KDOOD/TDOOD 1995 : 58-60 Krzysztof Koperski , Jiawei Han: Discovery of Spatial Association Rules in Geographic Information Databases. SSD 1995 : 47-66 Jiawei Han, Yongjian Fu : Discovery of Multiple-Level Association Rules from Large Databases. VLDB 1995 : 420-431 Jiawei Han: Chain-Split Evaluation in Deductive Databases. IEEE Trans. Knowl. Data Eng. 7 (2): 261-273 (1995) Jiawei Han, Laks V. S. Lakshmanan : Evaluation of Regular Nonlinear Recursions by Deductive Database Techniques. Inf. Syst. 20 (5): 419-441 (1995) Wei Lu , Jiawei Han: Information-Associated Join Indices for Spatial Range Search. International Journal of Geographical Information Systems 9 (3): 221-249 (1995) Jiawei Han, Ling Liu , Zhaohui Xie : LogicBase: A Deductive Database System Prototype. CIKM 1994 : 226-233 Jiawei Han, Yongjian Fu , Raymond T. Ng : Cooperative Query Answering Using Multiple Layered Databases. CoopIS 1994 : 47-58 Hiroyuki Kawano , Shojiro Nishio , Jiawei Han, Toshiharu Hasegawa : How Does Knowledge Discovery Cooperate with Active Database Techniques in Controlling Dynamic Environment? DEXA 1994 : 370-379 David Wai-Lok Cheung , Ada Wai-Chee Fu , Jiawei Han: A Case-Based Reasoning Approach for Associative Query Answering. ISMIS 1994 : 164-173 Yan-Nong Huang , Verónica Dahl , Jiawei Han: Incremental Processing of Logic Database Relations. ISMIS 1994 : 561-570 Jiawei Han, Yongjian Fu : Dynamic Generation and Refinement of Concept Hierarchies for Knowledge Discovery in Databases. KDD Workshop 1994 : 157-168 Jiawei Han, Yongjian Fu , Yue Huang , Yandong Cai , Nick Cercone : DBLearn: A System Prototype for Knowledge Discovery in Relational Databases. SIGMOD Conference 1994 : 516 Raymond T. Ng , Jiawei Han: Efficient and Effective Clustering Methods for Spatial Data Mining. VLDB 1994 : 144-155 Zhaohui Xie , Jiawei Han: Join Index Hierarchies for Supporting Efficient Navigations in Object-Oriented Databases. VLDB 1994 : 522-533 Jim Gemmell , Jiawei Han, Richard J. Beaton , Stavros Christodoulakis : Delay-Sensitive Multimedia on Disks. IEEE MultiMedia 1 (3): 56-67 (1994) Jiawei Han: Constraint-Based Query Evaluation in Deductive Databases. IEEE Trans. Knowl. Data Eng. 6 (1): 96-107 (1994) Wenyu Lu , Dik Lun Lee , Jiawei Han: A Study on the Structure of Linear Recursion. IEEE Trans. Knowl. Data Eng. 6 (5): 723-737 (1994) Jim Gemmell , Jiawei Han: Multichannel Delay Sensitive Data Retrieval. Multimedia Syst. 1 (6): 240-252 (1994) Jiawei Han: Towards Efficient Induction Mechanisms in Database Systems. Theor. Comput. Sci. 133 (2): 361-385 (1994) Jiawei Han, Kangsheng Zeng , Tong Lu : Normalization of Linear Recursions in Deductive Databases. ICDE 1993 : 559-567 Jiawei Han, Laks V. S. Lakshmanan : Evaluation of Regular Nonlinear Recursive Programs. ILPS 1993 : 648 Laks V. S. Lakshmanan , Karima Ashraf , Jiawei Han: Homomorphic Tree Embeddings and Their Applications to Recursive Program Optimization LICS 1993 : 344-353 Nick Cercone , Paul McFetridge , Jiawei Han, Fred Popowich : Human-Computer Interfaces: DBLEARN and System X. RSKD 1993 : 32-43 Xiaohua Hu , Nick Cercone , Jiawei Han: An Attribute-Oriented Rough Set Approach for Knowledge Discovery in Databases. RSKD 1993 : 90-99 Jiawei Han, Ling Liu , Zhaohui Xie : LogicBase: A System Prototype for Deductive Query Evaluation. Workshop on Programming with Logic Databases (Informal Proceedings), ILPS 1993 : 146-160 Jiawei Han, Ling Liu , Zhaohui Xie : Outline of the LogicBase Demonstration. Workshop on Programming with Logic Databases (Informal Proceedings), ILPS 1993 : 165 Jiawei Han, Yandong Cai , Nick Cercone : Data-Driven Discovery of Quantitative Rules in Relational Databases. IEEE Trans. Knowl. Data Eng. 5 (1): 29-40 (1993) Jiawei Han: Compilation and evaluation of linear mutual recursions. Inf. Sci. 69 (1): 157-183 (1993) Jiawei Han: Compilation-Based List Processing in Deductive Databases. EDBT 1992 : 104-119 Jiawei Han: Efficient Deduction and Induction: Key to the Success of Data-Intensive Knowledge-Base Systems. Formal Methods in Databases and Software Engineering 1992 : 139-157 Wei Lu , Jiawei Han: Distance-Associated Join Indices for Spatial Range Search. ICDE 1992 : 284-292 Jiawei Han: Chain-Split Evaluation in Deductive Databases. ICDE 1992 : 376-384 Jiawei Han: Chain-Based Evaluation - A Bridge Linking Recursive and Nonrecursive Query Evaluation. RIDE-TQP 1992 : 132-139 Jiawei Han, Yandong Cai , Nick Cercone : Knowledge Discovery in Databases: An Attribute-Oriented Approach. VLDB 1992 : 547-559 Jiawei Han, Tong Lu : N-Queens Problem Revisited: A Deductive Database Approach. Workshop on Deductive Databases, JICSLP 1992 : 48-55 Ling Liu , Jiawei Han: Compressed Counting Method. Workshop on Deductive Databases, JICSLP 1992 : 76-85 Cheong Youn , Hyoung-Joo Kim , Lawrence J. Henschen , Jiawei Han: Classification and Compilation of Linear Recursive Queries in Deductive Databases. IEEE Trans. Knowl. Data Eng. 4 (1): 52-67 (1992) Jiawei Han: Binding Propagation Beyond the Reach of Rule/Goal Graphs. Inf. Process. Lett. 42 (5): 263-268 (1992) Jiawei Han, Kangsheng Zeng : Automatic generation of compiled forms for linear recursions. Inf. Syst. 17 (4): 299-322 (1992) Chee Chin Low , Hongjun Lu , Beng Chin Ooi , Jiawei Han: Efficient Access Methods in Deductive and Object-Oriented Databases. DOOD 1991 : 68-84 Jiawei Han: On the Power of Query-Independent Compilation. ICCI 1991 : 185-196 Jiawei Han: Constraint-Based Reasoning in Deductive Databases. ICDE 1991 : 257-265 Jiawei Han, Qiang Wang : Efficient Evaluation of Linear Recursions with Function Sysmbols in Deductive Databases. ISMIS 1991 : 132-141 Yandong Cai , Nick Cercone , Jiawei Han: Attribute-Oriented Induction in Relational Databases. Knowledge Discovery in Databases 1991 : 213-228 Yandong Cai , Nick Cercone , Jiawei Han: Learning in relational databases: an attribute-oriented approach. Computational Intelligence 7 : 119-132 (1991) Jiawei Han, Ling Liu : Efficient Evaluation of Multiple Linear Recursions. IEEE Trans. Software Eng. 17 (9): 1241-1252 (1991) Jiawei Han, Qiang Wang : Evaluation of functional linear recursions: a compilation approach. Inf. Syst. 16 (4): 463-469 (1991) Yandong Cai , Nick Cercone , Jiawei Han: An Attribute-Oriented Approach for Learning Classification Rules from Relational Databases. ICDE 1990 : 281-288 Jiawei Han: From transitive closure recursions to single-chain recursions. Inf. Syst. 15 (4): 479-488 (1990) Jiawei Han, Wenyu Lu : Asynchronous Chain Recursions. DASFAA 1989 : 285-292 Jiawei Han, Lawrence J. Henschen : The Level-Cycle Merging Method. DOOD 1989 : 65-81 Jiawei Han, Ling Liu : Processing Multiple Linear Recursions. NACLP 1989 : 816-830 Jiawei Han: Compiling general linear recursions by variable connection graph analysis. Computational Intelligence 5 : 12-31 (1989) Jiawei Han, Wenyu Lu : Asynchronous Chain Recursions. IEEE Trans. Knowl. Data Eng. 1 (2): 185-195 (1989) Jiawei Han: Multi-way counting method. Inf. Syst. 14 (3): 219-229 (1989) Jiawei Han, Ghassan Z. Qadah , Chinying Chaou : The Processing and Evaluation of Transitive Closure Queries. EDBT 1988 : 49-75 Sanggoo Lee , Jiawei Han: Semantic Query Optimization in Recursive Databases. ICDE 1988 : 444-451 Jiawei Han, Wo-Shun Luk : What Kinds of Recursion Can Be Processed by Transitive Closure Strategies? ISMIS 1988 : 170-179 Jiawei Han: Selection of Processing Strategies for Different Recursive Queries. JCDKB 1988 : 59-68 Cheong Youn , Lawrence J. Henschen , Jiawei Han: One-Directional Recursive Formulas. JCDKB 1988 : 69-78 Cheong Youn , Lawrence J. Henschen , Jiawei Han: Classification of Recursive Formulas in Deductive Databases. SIGMOD Conference 1988 : 320-328 Jiawei Han, Lawrence J. Henschen : Handling Redundancy in the Processing of Recursive Database Queries. SIGMOD Conference 1987 : 73-81 Jiawei Han, Hongjun Lu : Some Performance Results on Recursive Query Processing in Relational Database Systems. ICDE 1986 : 533-541 1 [ 79 ] 2 [ 169 ] 3 [ 167 ] [ 190 ] [ 201 ] [ 215 ] [ 240 ] [ 249 ] 4 [ 146 ] 5 [ 42 ] 6 [ 194 ] 7 [ 218 ] 8 [ 49 ] 9 [ 212 ] [ 227 ] [ 237 ] 10 [ 176 ] [ 194 ] [ 213 ] 11 [ 16 ] [ 19 ] [ 20 ] [ 30 ] [ 37 ] [ 52 ] 12 [ 208 ] 13 [ 16 ] [ 19 ] [ 20 ] [ 30 ] [ 37 ] [ 40 ] [ 41 ] [ 52 ] [ 72 ] 14 [ 88 ] 15 [ 142 ] [ 145 ] [ 152 ] [ 155 ] [ 187 ] [ 202 ] [ 206 ] 16 [ 8 ] 17 [ 86 ] [ 93 ] [ 138 ] 18 [ 249 ] 19 [ 86 ] 20 [ 128 ] 21 [ 71 ] 22 [ 120 ] [ 137 ] [ 140 ] [ 186 ] 23 [ 86 ] 24 [ 148 ] [ 159 ] [ 213 ] 25 [ 200 ] [ 219 ] [ 223 ] [ 232 ] 26 [ 86 ] 27 [ 55 ] [ 64 ] [ 76 ] [ 78 ] [ 112 ] 28 [ 74 ] [ 77 ] [ 83 ] [ 86 ] [ 93 ] 29 [ 49 ] 30 [ 194 ] 31 [ 225 ] [ 229 ] 32 [ 54 ] 33 [ 120 ] [ 137 ] [ 140 ] [ 186 ] 34 [ 142 ] [ 166 ] [ 175 ] 35 [ 107 ] [ 127 ] [ 129 ] [ 148 ] [ 149 ] [ 156 ] [ 159 ] [ 178 ] [ 183 ] [ 185 ] [ 211 ] [ 213 ] 36 [ 196 ] [ 226 ] 37 [ 174 ] 38 [ 80 ] 39 [ 236 ] 40 [ 106 ] [ 108 ] [ 114 ] [ 141 ] [ 165 ] 41 [ 55 ] [ 76 ] [ 112 ] 42 [ 52 ] [ 53 ] [ 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