Guozhu Dong

Guozhu Dong, James Bailey (Eds.): Contrast Data Mining: Concepts, Algorithms, and Applications. CRC Press 2013, isbn 978-1-43-985432-7

Guozhu Dong: Preliminaries. Contrast Data Mining 2013: 3-12

Mengling Feng, Guozhu Dong: Incremental Maintenance of Emerging Patterns. Contrast Data Mining 2013: 69-86

Lei Duan, Milton García-Borroto, Guozhu Dong: More Expressive Contrast Patterns and Their Mining. Contrast Data Mining 2013: 89-108

Xiuzhen Zhang, Guozhu Dong: Overview and Analysis of Contrast Pattern Based Classification. Contrast Data Mining 2013: 151-170

Lijun Chen, Guozhu Dong: Using Emerging Patterns in Outlier and Rare-Class Prediction. Contrast Data Mining 2013: 171-186

Guozhu Dong, Kotagiri Ramamohanarao: Enhancing Traditional Classifiers Using Emerging Patterns. Contrast Data Mining 2013: 187-196

Neil Fore, Guozhu Dong: CPC: A Contrast Pattern Based Clustering Algorithm. Contrast Data Mining 2013: 197-216

Shihong Mao, Guozhu Dong: Discriminating Gene Transfer and Microarray Concordance Analysis. Contrast Data Mining 2013: 233-240

Shihong Mao, Guozhu Dong: Toward Mining Optimal Emerging Patterns Admidst 1000s of Genes. Contrast Data Mining 2013: 241-252

Guozhu Dong: Overview of Results on Contrast Mining and Applications. Contrast Data Mining 2013: 353-362

Amit Krishna Joshi, Pascal Hitzler, Guozhu Dong: Logical Linked Data Compression. ESWC 2013: 170-184

Gang Kou, Yong Shi, Guozhu Dong: Data mining for software trustworthiness. Inf. Sci. 191: 1-2 (2012)

Qian Han, Guozhu Dong: Using Attribute Behavior Diversity to Build Accurate Decision Tree Committees for microarray Data. J. Bioinformatics and Computational Biology 10(4) (2012)

Qingbao Liu, Guozhu Dong: CPCQ: Contrast pattern based clustering quality index for categorical data. Pattern Recognition 45(4): 1739-1748 (2012)

Guozhu Dong: Cross domain similarity mining: research issues and potential applications including supporting research by analogy. SIGKDD Explorations 14(1): 43-47 (2012)

Guozhu Dong, James Bailey: Overview of Contrast Data Mining as a Field and Preview of an Upcoming Book. ICDM Workshops 2011: 1141-1146

Mengling Feng, Guozhu Dong, Jinyan Li, Yap-Peng Tan, Limsoon Wong: Pattern Space Maintenance for Data Updates and Interactive Mining. Computational Intelligence 26(3): 282-317 (2010)

Eric Bae, James Bailey, Guozhu Dong: A clustering comparison measure using density profiles and its application to the discovery of alternate clusterings. Data Min. Knowl. Discov. 21(3): 427-471 (2010)

Guozhu Dong, Lei Duan, Changjie Tang: Mining Disease State converters for Medical Intervention of Diseases. J. Bioinformatics and Computational Biology 8(1): 77-97 (2010)

James Bailey, Guozhu Dong, Anthony Widjaja To: Logical queries over views: Decidability and expressiveness. ACM Trans. Comput. Log. 11(2) (2010)

Guozhu Dong, Ting Sa: Analyzing and Tracking Weblog Communities Using Discriminative Collection Representatives. SBP 2010: 256-264

Shihong Mao, Charles Wang, Guozhu Dong: Evaluation of Inter-Laboratory and Cross-Platform concordance of DNA microarrays through Discriminating genes and Classifier transferability. J. Bioinformatics and Computational Biology 7(1): 157-173 (2009)

Qingbao Liu, Guozhu Dong: A Contrast Pattern Based Clustering Quality Index for Categorical Data. ICDM 2009: 860-865

Guozhu Dong, Jinyan Li: Applications of Emerging Patterns for Microarray Gene Expression Data Analysis. Encyclopedia of Database Systems 2009: 107

Guozhu Dong, Jinyan Li: Emerging Pattern Based Classification. Encyclopedia of Database Systems 2009: 985

Guozhu Dong, Jinyan Li: Emerging Patterns. Encyclopedia of Database Systems 2009: 985-988

Guozhu Dong, Jianwen Su: Incremental Computation of Queries. Encyclopedia of Database Systems 2009: 1414-1417

Liping Wang, Qing Li, Guozhu Dong, Yu Li: Semantic knowledge facilities for a web-based recipe database system supporting personalization. Concurrency and Computation: Practice and Experience 20(7): 753-782 (2008)

Zhengzheng Xing, Jian Pei, Guozhu Dong, Philip S. Yu: Mining Sequence Classifiers for Early Prediction. SDM 2008: 644-655

Liping Wang, Qing Li, Na Li, Guozhu Dong, Yu Yang: Substructure similarity measurement in chinese recipes. WWW 2008: 979-988

James Bailey, Guozhu Dong, Anthony Widjaja To: Logical Queries over Views: Decidability and Expressiveness. CoRR abs/0803.2559 (2008)

Guozhu Dong, Jian Pei: Sequence Data Mining. Advances in Database Systems 33, Kluwer 2007, isbn 978-0-387-69936-3, pp. 1-137

Xiaonan Ji, James Bailey, Guozhu Dong: Mining minimal distinguishing subsequence patterns with gap constraints. Knowl. Inf. Syst. 11(3): 259-286 (2007)

Xiuzhen Zhang, Pauline Lienhua Chou, Guozhu Dong: Efficient Computation of Iceberg Cubes by Bounding Aggregate Functions. IEEE Trans. Knowl. Data Eng. 19(7): 903-918 (2007)

Mengling Feng, Guozhu Dong, Jinyan Li, Yap-Peng Tan, Limsoon Wong: Evolution and Maintenance of Frequent Pattern Space When Transactions Are Removed. PAKDD 2007: 489-497

Jiawei Han, Yandong Cai, Yixin Chen, Guozhu Dong, Jian Pei, Benjamin W. Wah, Jianyong Wang: Multi-Dimensional Analysis of Data Streams Using Stream Cubes. Data Streams - Models and Algorithms 2007: 103-125

Guozhu Dong, Xuemin Lin, Wei Wang, Yun Yang, Jeffrey Xu Yu (Eds.): Advances in Data and Web Management, Joint 9th Asia-Pacific Web Conference, APWeb 2007, and 8th International Conference, on Web-Age Information Management, WAIM 2007, Huang Shan, China, June 16-18, 2007, Proceedings. Lecture Notes in Computer Science 4505, Springer 2007, isbn 978-3-540-72483-4

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)

Jinyan Li, Haiquan Li, Limsoon Wong, Jian Pei, Guozhu Dong: Minimum Description Length Principle: Generators Are Preferable to Closed Patterns. AAAI 2006: 409-414

Eric Bae, James Bailey, Guozhu Dong: Clustering Similarity Comparison Using Density Profiles. Australian Conference on Artificial Intelligence 2006: 342-351

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

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)

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)

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)

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)

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

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)

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, 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)

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

Guozhu Dong, Leonid Libkin, Limsoon Wong: Incremental recomputation in local languages. Inf. Comput. 181(2): 88-98 (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, Changjie Tang, Wei Wang (Eds.): Advances in Web-Age Information Management, 4th International Conference, WAIM 2003, Chengdu, China, August 17-19, 2003, Proceedings. Lecture Notes in Computer Science 2762, Springer 2003, isbn 3-540-40715-4

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

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)

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

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)

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, 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

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

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

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

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, 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

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)

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

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, 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)

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

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

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

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

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

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

Kotagiri Ramamohanarao, James Harland, Guozhu Dong (Eds.): Proceedings of the Workshop on Deductive Databases held in conjunction with the Joint International Conference and Symposium on Logic Programming, Washington, D.C., USA, Saturday, November 14, 1992. Technical Report CITRI/TR-92-65. Department of Computer Science, University of Melbourne 1992

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

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: 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