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Guozhu Dong

Papers on DiSC'06


Mining Minimal Distinguishing Subsequence Patterns with Gap Constraints

Divide-and-approximate: a novel constraint push strategy for iceberg cube mining

Incremental maintenance of shortest distance and transitive closure in first-order logic and SQL

Publications


Note: Links lead to the DBLP on the Web.

Guozhu Dong

Lijun Chen , Guozhu Dong: Succinct and Informative Cluster Descriptions for Document Repositories. WAIM 2006 : 109-121

Guozhu Dong, Chunyu Jiang , Jian Pei , Jinyan Li , Limsoon Wong : Mining Succinct Systems of Minimal Generators of Formal Concepts. DASFAA 2005 : 175-187

Xiaonan Ji , James Bailey , Guozhu Dong: Mining Minimal Distinguishing Subsequence Patterns with Gap Constraints. ICDM 2005 : 194-201

Ke Wang , Benjamin C. M. Fung , Guozhu Dong: Integrating Private Databases for Data Analysis. ISI 2005 : 171-182

Chaoyi Pang , Guozhu Dong, Kotagiri Ramamohanarao : Incremental maintenance of shortest distance and transitive closure in first-order logic and SQL. ACM Trans. Database Syst. 30 (3): 698-721 (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)

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)

Shihong Mao , Guozhu Dong: Discovery of Highly Differentiative Gene Groups from Microarray Gene Expression Data Using the Gene Club Approach. J. Bioinformatics and Computational Biology 3 (6): 1263-1280 (2005)

Guozhu Dong, Jinyan Li : Mining border descriptions of emerging patterns from dataset pairs. Knowl. Inf. Syst. 8 (2): 178-202 (2005)

Lusheng Wang , Hao Zhao , Guozhu Dong, Jianping Li : On the complexity of finding emerging patterns. Theor. Comput. Sci. 335 (1): 15-27 (2005)

Lusheng Wang , Hao Zhao , Guozhu Dong, Jianping Li : On the Complexity of Finding Emerging Patterns. COMPSAC Workshops 2004 : 126-129

Jinyan Li , Thomas Manoukian , Guozhu Dong, Kotagiri Ramamohanarao : Incremental Maintenance on the Border of the Space of Emerging Patterns. Data Min. Knowl. Discov. 9 (1): 89-116 (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)

Jian Pei , Guozhu Dong, Wei Zou , Jiawei Han : Mining Condensed Frequent-Pattern Bases. Knowl. Inf. Syst. 6 (5): 570-594 (2004)

Jinyan Li , Guozhu Dong, Kotagiri Ramamohanarao , Limsoon Wong : DeEPs: A New Instance-Based Lazy Discovery and Classification System. Machine Learning 54 (2): 99-124 (2004)

James Bailey , Guozhu Dong, Kotagiri Ramamohanarao : On the decidability of the termination problem of active database systems. Theor. Comput. Sci. 311 (1-3): 389-437 (2004)

Guozhu Dong, Chanjie Tang , Wei Wang : Advances in Web-Age Information Management, 4th International Conference, WAIM 2003, Chengdu, China, August 17-19, 2003, Proceedings Springer 2003

Ke Wang , Yuelong Jiang , Jeffrey Xu Yu , Guozhu Dong, Jiawei Han : Pushing Aggregate Constraints by Divide-and-Approximate. ICDE 2003 : 291-302

Guozhu Dong, Leonid Libkin , Limsoon Wong : Incremental recomputation in local languages. Inf. Comput. 181 (2): 88-98 (2003)

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

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

Guozhu Dong, Kaustubh Deshpande : Efficient Mining of Niches and Set Routines. PAKDD 2001 : 234-246

Jinyan Li , Kotagiri Ramamohanarao , Guozhu Dong: Combining the Strength of Pattern Frequency and Distance for Classification. PAKDD 2001 : 455-466

Xiuzhen Zhang , Guozhu Dong, Kotagiri Ramamohanarao : Building Behaviour Knowledge Space to Make Classification Decision. PAKDD 2001 : 488-494

Jiawei Han , Jian Pei , Guozhu Dong, Ke Wang : Efficient Computation of Iceberg Cubes with Complex Measures. SIGMOD Conference 2001 : 1-12

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

Jinyan Li , Guozhu Dong, Kotagiri Ramamohanarao : Making Use of the Most Expressive Jumping Emerging Patterns for Classification. Knowl. Inf. Syst. 3 (2): 131-145 (2001)

Jinyan Li , Kotagiri Ramamohanarao , Guozhu Dong: Emerging Patterns and Classification. ASIAN 2000 : 15-32

Richard Hull , François Llirbat , Bharat Kumar , Gang Zhou , Guozhu Dong, Jianwen Su : Optimization Techniques for Data-Intensive Decision Flows. ICDE 2000 : 281-292

Jinyan Li , Kotagiri Ramamohanarao , Guozhu Dong: The Space of Jumping Emerging Patterns and Its Incremental Maintenance Algorithms. ICML 2000 : 551-558

Xiuzhen Zhang , Guozhu Dong, Kotagiri Ramamohanarao : Information-Based Classification by Aggregating Emerging Patterns. IDEAL 2000 : 48-53

Xiuzhen Zhang , Guozhu Dong, Kotagiri Ramamohanarao : Exploring constraints to efficiently mine emerging patterns from large high-dimensional datasets. KDD 2000 : 310-314

Jinyan Li , Guozhu Dong, Kotagiri Ramamohanarao : Making Use of the Most Expressive Jumping Emerging Patterns for Classification. PAKDD 2000 : 220-232

Jinyan Li , Guozhu Dong, Kotagiri Ramamohanarao : Instance-Based Classification by Emerging Patterns. PKDD 2000 : 191-200

Guozhu Dong, Louxin Zhang : Separating Auxiliary Arity Hierarchy of First-Order Incremental Evaluation Systems Using (3k+1)-ary Input Relations. Int. J. Found. Comput. Sci. 11 (4): 573-578 (2000)

Guozhu Dong, Jianwen Su : Incremental Maintenance of Recursive Views Using Relational Calculus/SQL. SIGMOD Record 29 (1): 44-51 (2000)

Guozhu Dong, Leonid Libkin , Limsoon Wong : Local properties of query languages. Theor. Comput. Sci. 239 (2): 277-308 (2000)

Guozhu Dong, Richard Hull , Bharat Kumar , Jianwen Su , Gang Zhou : A Framework for Optimizing Distributed Workflow Executions. DBPL 1999 : 152-167

Guozhu Dong, Xiuzhen Zhang , Limsoon Wong , Jinyan Li : CAEP: Classification by Aggregating Emerging Patterns. Discovery Science 1999 : 30-42

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

Xun Cheng , Guozhu Dong, Tzekwan Lau , Jianwen Su : Data Integration by Describing Sources with Constraint Databases. ICDE 1999 : 374-381

Chaoyi Pang , Kotagiri Ramamohanarao , Guozhu Dong: Incremental FO (+, <) Maintenance of All-Pairs Shortest Paths for Undirected Graphs after Insertions and Deletions. ICDT 1999 : 365-382

James Bailey , Guozhu Dong: Decidability of First-Order Logic Queries over Views. ICDT 1999 : 83-99

Guozhu Dong, Jinyan Li : Efficient Mining of Emerging Patterns: Discovering Trends and Differences. KDD 1999 : 43-52

Jinyan Li , Xiuzhen Zhang , Guozhu Dong, Kotagiri Ramamohanarao , Qun Sun : Efficient Mining of High Confidience Association Rules without Support Thresholds. PKDD 1999 : 406-411

Richard Hull , François Llirbat , Eric Simon , Jianwen Su , Guozhu Dong, Bharat Kumar , Gang Zhou : Declarative workflows that support easy modification and dynamic browsing. WACC 1999 : 69-78

Guozhu Dong, Jinyan Li : Interestingness of Discovered Association Rules in Terms of Neighborhood-Based Unexpectedness. PAKDD 1998 : 72-86

James Bailey , Guozhu Dong, Kotagiri Ramamohanarao : Decidability and Undecidability Results for the Termination Problem of Active Database Rules. PODS 1998 : 264-273

James Bailey , Guozhu Dong, Mukesh K. Mohania , Xiaoyang Sean Wang : Incremental View Maintenance By Base Relation Tagging in Distributed Databases. Distributed and Parallel Databases 6 (3): 287-309 (1998)

Michael Benedikt , Guozhu Dong, Leonid Libkin , Limsoon Wong : Relational Expressive Power of Constraint Query Languages. J. ACM 45 (1): 1-34 (1998)

Guozhu Dong, Jianwen Su : Arity Bounds in First-Order Incremental Evaluation and Definition of Polynomial Time Database Queries. J. Comput. Syst. Sci. 57 (3): 289-308 (1998)

Guozhu Dong, Kotagiri Ramamohanarao : Maintaining Constrained Transitive Closure by Conjunctive Queries. DOOD 1997 : 35-51

Guozhu Dong, Leonid Libkin , Limsoon Wong : Local Properties of Query Languages. ICDT 1997 : 140-154

James Bailey , Guozhu Dong, Kotagiri Ramamohanarao : Structural Issues in Active Rule Systems. ICDT 1997 : 203-214

Guozhu Dong, Jianwen Su : Deterministic FOIES are Strictly Weaker. Ann. Math. Artif. Intell. 19 (1-2): 127-146 (1997)

Guozhu Dong, Limsoon Wong : Some Relationships between the FOIES and S1 Arity Hierarchies. Bulletin of the EATCS 61 : (1997)

Guozhu Dong, Chaoyi Pang : Maintaining Transitive Closure in First Order After Node-Set and Edge-Set Deletions. Inf. Process. Lett. 62 (4): 193-199 (1997)

Mukesh K. Mohania , Guozhu Dong: Materialized View Adaption in Distributed Databases. ASIAN 1996 : 353-354

Mukesh K. Mohania , Guozhu Dong: Algorithms for Adapting Materialised Views in Data Warehouses. CODAS 1996 : 309-316

Michael Benedikt , Guozhu Dong, Leonid Libkin , Limsoon Wong : Relational Expressive Power of Constraint Query Languages. PODS 1996 : 5-16

Guozhu Dong, Jianwen Su : Conjunctive Query Containment with Respect to Views and Constraints. Inf. Process. Lett. 57 (2): 95-102 (1996)

Guozhu Dong, Leonid Libkin , Limsoon Wong : On Impossibility of Decremental Recomputation of Recursive Queries in Relational Calculus and SQL. DBPL 1995 : 7

Guozhu Dong, Jianwen Su : Increment Boundedness and Nonrecursive Incremental Evaluation of Datalog Queries. ICDT 1995 : 397-410

Guozhu Dong, Jianwen Su : Space-Bounded FOIES. PODS 1995 : 139-150

Guozhu Dong, Jianwen Su , Rodney W. Topor : Nonrecursive Incremental Evaluation of Datalog Queries. Ann. Math. Artif. Intell. 14 (2-4): 187-223 (1995)

Guozhu Dong, Jianwen Su : Incremental and Decremental Evaluation of Transitive Closure by First-Order Queries Inf. Comput. 120 (1): 101-106 (1995)

Guozhu Dong: On the Index of Positive Programmed Formal Languages. Inf. Process. Lett. 54 (2): 105-110 (1995)

Guozhu Dong, Seymour Ginsburg : On Decompositions of Chain Datalog Programs into P (left-)linear 1-rule Components. J. Log. Program. 23 (3): 203-236 (1995)

Qing Li , Guozhu Dong: A Framework for Object Migration in Object-Oriented Databases. Data Knowl. Eng. 13 (3): 221-242 (1994)

Guozhu Dong, Jianwen Su : First-Order Incremental Evaluation of Datalog Queries. DBPL 1993 : 295-308

Guozhu Dong: On the Monotonicity of (LDL) Logic Programs with Set. Ann. Math. Artif. Intell. 7 (1-4): 107-127 (1993)

Guozhu Dong, Kotagiri Ramamohanarao : Representation and Translation of Queries in Heterogeneous Databases with Schematic Discrepancies. DS-5 1992 : 177-189

Karen C. Davis , Guozhu Dong, Andreas Heuer : Discussion Report: Object Migration and Classification. FMLDO 1992 : 223-227

Guozhu Dong, Rodney W. Topor : Incremental Evaluation of Datalog Queries. ICDT 1992 : 282-296

Guozhu Dong: Datalog Expressiveness of Chain Queries: Grammar Tools and Characterizations. PODS 1992 : 81-90

Guozhu Dong: On Datalog Linearization of Chain Queries. Theoretical Studies in Computer Science 1992 : 181-206

Guozhu Dong, Jianwen Su : Object Behaviors and Scripts. DBPL 1991 : 383-398

Guozhu Dong: On the Monotonicity of (LDL) Logic Programs with Sets. MFDBS 1991 : 201-215

Guozhu Dong, Seymour Ginsburg : Localizable Constraints for Object Histories. Theor. Comput. Sci. 90 (2): 391-432 (1991)

Guozhu Dong, Seymour Ginsburg : On the Decomposition of Datalog Program Mappings. Theor. Comput. Sci. 76 (1): 143-177 (1990)

Guozhu Dong: On Distributed Processibility of Datalog Queries by Decomposing Databases. SIGMOD Conference 1989 : 26-35

Guozhu Dong: On the Composition and Decomposition of Datalog Program Mappings. ICDT 1988 : 87-101

Guozhu Dong, Seymour Ginsburg : Localizable Constraints for Object Histories. XP7.52 Workshop on Database Theory 1986

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