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Jiawei Han

Papers on DiSC'01


Can we push more constraints into frequent pattern mining?

FreeSpan: frequent pattern-projected sequential pattern mining

Mining Frequent Patterns without Candidate Generation

Mining Frequent Itemsets Using Support Constraints

Publications


Note: Links lead to the DBLP on the Web.

Jiawei Han

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

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

114 Anthony K. H. Tung , Jean Hou , Jiawei Han: Spatial Clustering in the Presence of Obstacles. ICDE 2001

113 Anthony K. H. Tung , Raymond T. Ng , Laks V. S. Lakshmanan , Jiawei Han: Constraint-based clustering in large databases. ICDT 2001 : 405-419

112 Jiawei Han, Jian Pei , Yaqin Liao , Hasan M. Jami : DNA-Miner: A System Prototype for Mining DNA Sequences. SIGMOD 2001

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

110 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

109 Edward Kim , Joyce M. W. Lam , Jiawei Han: AIM: Approximate Intelligent Matching for Time Series Data. DaWaK 2000 : 347-357

108 Osmar R. Zaïane , Jiawei Han, Hua Zhu : Mining Recurrent Items in Multimedia with Progressive Resolution Refinement. ICDE 2000 : 461-470

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

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

105 Anthony K. H. Tung , Jean Hou , Jiawei Han: COE: Clustering with Obstacles Entities. A Preliminary Study. PAKDD 2000 : 165-168

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

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

102 Ke Wang , Yu He , Jiawei Han: Mining Frequent Itemsets Using Support Constraints. VLDB 2000 : 43-52

101 David Wai-Lok Cheung , H. Y. Hwang , Ada Wai-Chee Fu , Jiawei Han: Efficient Rule-Based Attribute-Oriented Induction for Data Mining. JIIS 15 (2): 175-200 (2000)

100 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)

99 Nebojsa Stefanovic , Jiawei Han, Krzysztof Koperski : Object-Based Selective Materialization for Efficient Implementation of Spatial Data Cubes. TKDE 12 (6): 938-958 (2000)

98 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

97 Ling Feng , Hongjun Lu , Jeffrey X. Yu , Jiawei Han: Mining Inter-Transaction Associations with Templates. CIKM 1999 : 225-233

96 Jiawei Han, Guozhu Dong , Yiwen Yin : Efficient Mining of Partial Periodic Patterns in Time Series Database. ICDE 1999 : 106-115

95 Anthony K. H. Tung , Hongjun Lu , Jiawei Han, Ling Feng : Breaking the Barrier of Transactions: Mining Inter-Transaction Association Rules. KDD 1999 : 297-301

94 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

93 Raymond T. Ng , Laks V. S. Lakshmanan , Jiawei Han, Teresa Mah : Exploratory Mining via Constrained Frequent Set Queries. SIGMOD Conference 1999 : 556-558

92 Xiaofang Zhou , David Truffet , Jiawei Han: Efficient Polygon Amalgamation Methods for Spatial OLAP and Spatial Data Mining. SSD 1999 : 167-187

91 Jiawei Han: Review - An Array-Based Algorithm for Simultaneous Multidimensional Aggregates. ACM SIGMOD Digital Review 1 : (1999)

90 Jiawei Han, Laks V. S. Lakshmanan , Raymond T. Ng : Constraint-Based Multidimensional Data Mining. IEEE Computer 32 (8): 46-50 (1999)

89 Jiawei Han, Zhaohui Xie , Yongjian Fu : Join Index Hierarchy: An Indexing Structure for Efficient Navigation in Object-Oriented Databases. TKDE 11 (2): 321-337 (1999)

88 Jiawei Han, Yongjian Fu : Mining Multiple-Level Association Rules in Large Databases. TKDE 11 (5): 798-804 (1999)

87 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

86 Jiawei Han, Wan Gong , Yiwen Yin : Mining Segment-Wise Periodic Patterns in Time-Related Databases. KDD 1998 : 214-218

85 Jiawei Han, Nebojsa Stefanovic , Krzysztof Koperski : Selective Materialization: An Efficient Method for Spatial Data Cube Construction. PAKDD 1998 : 144-158

84 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

83 Osmar R. Zaïane , Jiawei Han, Ze-Nian Li , Sonny H. Chee , Jenny Chiang : MultiMediaMiner: A System Prototype for Multimedia Data Mining. SIGMOD Conference 1998 : 581-583

82 Osmar R. Zaïane , Jiawei Han: WebML: Querying the World-Wide Web for Resources and Knowledge. Workshop on Web Information and Data Management 1998 : 0-

81 Jiawei Han, Shojiro Nishio , Hiroyuki Kawano , Wei Wang : Generalization-Based Data Mining in Object-Oriented Databases Using an Object Cube Model. DKE 25 (1-2): 55-97 (1998)

80 Raymond T. Ng , Jiawei Han, Laks V. S. Lakshmanan : Editorial. Data Mining and Knowledge Discovery 2 (3): 231-232 (1998)

79 Jiawei Han, Ling Liu , Tong Lu : Evaluation of Declarative n-Queens Recursion: A Deductive Database Approach. Information Sciences 105 (1-4): 69-100 (1998)

78 Jiawei Han: Towards On-Line Analytical Mining in Large Databases. SIGMOD Record 27 (1): 97-107 (1998)

77 Jiawei Han: OLAP Mining: Integration of OLAP with Data Mining. DS-7 1997 : 1-11

76 Jiawei Han: Data Mining: Where is it Heading? (Panel). ICDE 1997 : 508

75 Micheline Kamber , Jiawei Han, Jenny Chiang : Metarule-Guided Mining of Multi-Dimensional Association Rules Using Data Cubes. KDD 1997 : 207-210

74 Micheline Kamber , Lara Winstone , Wang Gon , Jiawei Han: Generalization and Decision Tree Induction: Efficient Classification in Data Mining. RIDE 1997 : 0-

73 Jiawei Han, Krzysztof Koperski , Nebojsa Stefanovic : GeoMiner: A System Prototype for Spatial Data Mining. SIGMOD Conference 1997 : 553-556

72 Jiawei Han, Yongjian Fu : Attribute-Oriented Induction in data Mining. Advances in Knowledge Discovery and Data Mining 1996 : 399-421

71 Krzysztof Koperski , Junas Adhikary , Jiawei Han: Spatial Data Mining: Progress and Challenges. DMKD 1996 : 0-

70 David Wai-Lok Cheung , Jiawei Han, Vincent Ng , C. Y. Wong : Maintenance of Discovered Association Rules in Large Databases: An Incremental Updating Technique. ICDE 1996 : 106-114

69 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

68 David Wai-Lok Cheung , Jiawei Han, Vincent Ng , Ada Wai-Chee Fu , Yongjian Fu : A Fast Distributed Algorithm for Mining Association Rules. PDIS 1996 : 31-42

67 Jiawei Han: Data Mining Techniques. SIGMOD Conf. 1996 : 545

66 Jiawei Han, Yongjian Fu , Wei Wang , Jenny Chiang , Osmar R. Zaïane , Krzysztof Koperski : DBMiner: Interactive Mining of Multiple-Level Knowledge in Relational Databases. SIGMOD Conf. 1996 : 550

65 Jiawei Han, Yue Huang , Nick Cercone , Yongjian Fu : Intelligent Query Answering by Knowledge Discovery Techniques. TKDE 8 (3): 373-390 (1996)

64 Ming-Syan Chen , Jiawei Han, Philip S. Yu : Data Mining: An Overview from a Database Perspective. TKDE 8 (6): 866-883 (1996)

63 Beng Chin Ooi , Jiawei Han, Hongjun Lu , Kian-Lee Tan : Index Nesting - An Efficient Approach to Indexing in Object-Oriented Databases. VLDB Journal 5 (3): 215-228 (1996)

62 Jiawei Han: Mining Knowledge at Multiple Concept Levels. CIKM 1995 : 19-24

61 Zhaohui Xie , Jiawei Han: Normalization and Compilation of Deductive and Object-Oriented Databases Programs for Efficient Query Evaluation. DOOD 1995 : 485-502

60 Jiawei Han, Yongjian Fu , Simon Tang : Advances of the DBLearn System for Knowledge Discovery in Large Databases. IJCAI 1995 : 2049-2050

59 Osmar R. Zaïane , Jiawei Han: Resource and Knowledge Discovery in Global Information Systems: A Preliminary Design and Experiment. KDD 1995 : 331-336

58 Yongjian Fu , Jiawei Han: Meta-Rule-Guided Mining of Association Rules in Relational Databases. KDOOD/TDOOD 1995 : 39-46

57 David Wai-Lok Cheung , Jiawei Han: Maintenance of Discovered Knowledge: A Strategy for Updating Association Rules (Abstract). KDOOD/TDOOD 1995 : 58-60

56 Krzysztof Koperski , Jiawei Han: Discovery of Spatial Association Rules in Geographic Information Databases. SSD 1995 : 47-66

55 Jiawei Han, Yongjian Fu : Discovery of Multiple-Level Association Rules from Large Databases. VLDB 1995 : 420-431

54 Jiawei Han, Laks V. S. Lakshmanan : Evaluation of Regular Nonlinear Recursions by Deductive Database Techniques. IS 20 (5): 419-441 (1995)

53 Wei Lu , Jiawei Han: Information-Associated Join Indices for Spatial Range Search. International Journal of Geographical Information Systems 9 (3): 221-249 (1995)

52 Jiawei Han: Chain-Split Evaluation in Deductive Databases. TKDE 7 (2): 261-273 (1995)

51 Jiawei Han, Ling Liu , Zhaohui Xie : LogicBase: A Deductive Database System Prototype. CIKM 1994 : 226-233

50 Jiawei Han, Yongjian Fu , Raymond T. Ng : Cooperative Query Answering Using Multiple Layered Databases. CoopIS 1994 : 47-58

49 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

48 David Wai-Lok Cheung , Ada Wai-Chee Fu , Jiawei Han: A Case-Based Reasoning Approach for Associative Query Answering. ISMIS 1994 : 164-173

47 Yan-Nong Huang , Verónica Dahl , Jiawei Han: Incremental Processing of Logic Database Relations. ISMIS 1994 : 561-570

46 Jiawei Han, Yongjian Fu : Dynamic Generation and Refinement of Concept Hierarchies for Knowledge Discovery in Databases. KDD Workshop 1994 : 157-168

45 Jiawei Han, Yongjian Fu , Yue Huang , Yandong Cai , Nick Cercone : DBLearn: A System Prototype for Knowledge Discovery in Relational Databases. SIGMOD Conference 1994 : 516

44 Raymond T. Ng , Jiawei Han: Efficient and Effective Clustering Methods for Spatial Data Mining. VLDB 1994 : 144-155

43 Zhaohui Xie , Jiawei Han: Join Index Hierarchies for Supporting Efficient Navigations in Object-Oriented Databases. VLDB 1994 : 522-533

42 Jim Gemmell , Jiawei Han, Richard J. Beaton , Stavros Christodoulakis : Delay-Sensitive Multimedia on Disks. IEEE MultiMedia 1 (3): 56-67 (1994)

41 Jim Gemmell , Jiawei Han: Multichannel Delay Sensitive Data Retrieval. Multimedia Systems 1 (6): 240-252 (1994)

40 Jiawei Han: Towards Efficient Induction Mechanisms in Database Systems. TCS 133 (2): 361-385 (1994)

39 Jiawei Han: Constraint-Based Query Evaluation in Deductive Databases. TKDE 6 (1): 96-107 (1994)

38 Wenyu Lu , Dik Lun Lee , Jiawei Han: A Study on the Structure of Linear Recursion. TKDE 6 (5): 723-737 (1994)

37 Jiawei Han, Kangsheng Zeng , Tong Lu : Normalization of Linear Recursions in Deductive Databases. ICDE 1993 : 559-567

36 Jiawei Han, Laks V. S. Lakshmanan : Evaluation of Regular Nonlinear Recursive Programs. ILPS 1993 : 648

35 Laks V. S. Lakshmanan , Karima Ashraf , Jiawei Han: Homomorphic Tree Embeddings and Their Applications to Recursive Program Optimization. LICS 1993 : 344-353

34 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

33 Jiawei Han, Ling Liu , Zhaohui Xie : Outline of the LogicBase Demonstration. Workshop on Programming with Logic Databases (Informal Proceedings), ILPS 1993 : 165

32 Jiawei Han, Yandong Cai , Nick Cercone : Data-Driven Discovery of Quantitative Rules in Relational Databases. TKDE 5 (1): 29-40 (1993)

31 Jiawei Han: Compilation-Based List Processing in Deductive Databases. EDBT 1992 : 104-119

30 Wei Lu , Jiawei Han: Distance-Associated Join Indices for Spatial Range Search. ICDE 1992 : 284-292

29 Jiawei Han: Chain-Split Evaluation in Deductive Databases. ICDE 1992 : 376-384

28 Jiawei Han: Chain-Based Evaluation - A Bridge Linking Recursive and Nonrecursive Query Evaluation. RIDE-TQP 1992 : 132-139

27 Jiawei Han, Yandong Cai , Nick Cercone : Knowledge Discovery in Databases: An Attribute-Oriented Approach. VLDB 1992 : 547-559

26 Jiawei Han, Tong Lu : N-Queens Problem Revisited: A Deductive Database Approach. Workshop on Deductive Databases, JICSLP 1992 : 48-55

25 Ling Liu , Jiawei Han: Compressed Counting Method. Workshop on Deductive Databases, JICSLP 1992 : 76-85

24 Jiawei Han: Binding Propagation Beyond the Reach of Rule/Goal Graphs. IPL 42 (5): 263-268 (1992)

23 Jiawei Han, Kangsheng Zeng : Automatic generation of compiled forms for linear recursions. IS 17 (4): 299-322 (1992)

22 Cheong Youn , Hyoung-Joo Kim , Lawrence J. Henschen , Jiawei Han: Classification and Compilation of Linear Recursive Queries in Deductive Databases. TKDE 4 (1): 52-67 (1992)

21 Chee Chin Low , Hongjun Lu , Beng Chin Ooi , Jiawei Han: Efficient Access Methods in Deductive and Object-Oriented Databases. DOOD 1991 : 68-84

20 Jiawei Han: Constraint-Based Reasoning in Deductive Databases. ICDE 1991 : 257-265

19 Jiawei Han, Qiang Wang : Efficient Evaluation of Linear Recursions with Function Sysmbols in Deductive Databases. ISMIS 1991 : 132-141

18 Yandong Cai , Nick Cercone , Jiawei Han: Attribute-Oriented Induction in Relational Databases. Knowledge Discovery in Databases 1991 : 213-228

17 Jiawei Han, Qiang Wang : Evaluation of functional linear recursions: a compilation approach. IS 16 (4): 463-469 (1991)

16 Jiawei Han, Ling Liu : Efficient Evaluation of Multiple Linear Recursions. TSE 17 (9): 1241-1252 (1991)

15 Yandong Cai , Nick Cercone , Jiawei Han: An Attribute-Oriented Approach for Learning Classification Rules from Relational Databases. ICDE 1990 : 281-288

14 Jiawei Han: From transitive closure recursions to single-chain recursions. IS 15 (4): 479-488 (1990)

13 Jiawei Han, Wenyu Lu : Asynchronous Chain Recursions. DASFAA 1989 : 285-292

12 Jiawei Han, Lawrence J. Henschen : The Level-Cycle Merging Method. DOOD 1989 : 65-81

11 Jiawei Han, Ling Liu : Processing Multiple Linear Recursions. NACLP 1989 : 816-830

10 Jiawei Han: Multi-way counting method. IS 14 (3): 219-229 (1989)

9 Jiawei Han, Wenyu Lu : Asynchronous Chain Recursions. TKDE 1 (2): 185-195 (1989)

8 Jiawei Han, Ghassan Z. Qadah , Chinying Chaou : The Processing and Evaluation of Transitive Closure Queries. EDBT 1988 : 49-75

7 Sanggoo Lee , Jiawei Han: Semantic Query Optimization in Recursive Databases. ICDE 1988 : 444-451

6 Jiawei Han, Wo-Shun Luk : What Kinds of Recursion Can Be Processed by Transitive Closure Strategies? ISMIS 1988 : 170-179

5 Jiawei Han: Selection of Processing Strategies for Different Recursive Queries. JCDKB 1988 : 59-68

4 Cheong Youn , Lawrence J. Henschen , Jiawei Han: One-Directional Recursive Formulas. JCDKB 1988 : 69-78

3 Cheong Youn , Lawrence J. Henschen , Jiawei Han: Classification of Recursive Formulas in Deductive Databases. SIGMOD Conference 1988 : 320-328

2 Jiawei Han, Lawrence J. Henschen : Handling Redundancy in the Processing of Recursive Database Queries. SIGMOD Conference 1987 : 73-81

1 Jiawei Han, Hongjun Lu : Some Performance Results on Recursive Query Processing in Relational Database Systems. ICDE 1986 : 533-541





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