If you cannot find a recent paper here, please try to find them from the webpages of my coauthors who may do a better job maintaining their webpages: James Bailey, Jiawei Han, Rao Kotagiri, Jinyan Li, Qing Li, Leonid Libkin, Jian Pei, Jianwen Su, Ke Wang, Limsoon Wong, Xiuzhen Zhang. If you cannot find them there, please email me at guozhu.dong at wright edu.
1. Guozhu Dong and
2. Guozhu Dong, Xuemin
Lin, Wei Wang, Yun Yang, Jeffrey Yu (editors). Advances
in Data and Web Management: Proceedings of the Joint International ApWeb/WAIM Conference on Web-Age Information Management , Lecture Notes in Computer Science,
Springer. 2007.
3. Guozhu Dong, Changjie
Tang, and Wei Wang (editors). Proceedings
of the 4th International Conference on Web-Age Information Management (WAIM) , Lecture Notes in Computer Science 2762, Springer Verlag. 2003.
5.
James
Bailey, Guozhu Dong, Anthony Widjaja
To. Unary First Order Logic Queries Over Views. To appear in ACM Transactions on
Computational Logic.
6.
Shihong Mao, Chalres Wang,
Guozhu Dong. Evaluation of Inter Laboratory and Cross Platform Concordance of
DNA Microarrays through Discriminating Genes and Classifier Transferability. To
appear in: Journal of Bioinformatics and Computational Biology. 2009.
7.
Guozhu Dong, Jinyan Li, Guimei Liu, Limsoon Wong. Mining
Conditional Contrast Patterns. Book chapter in: Post-Mining of Association
Rules: Techniques for Effective Knowledge Extraction. Editors: Yanchang Zhao, Chengqi Zhang and Longbing Cao. IGI Global. To appear.
8.
Mengling Feng, Jinyan Li, Guozhu Dong, Limsoon Wong. Maintenance of Frequent Patterns: A Survey.
Book chapter in: Post-Mining of Association Rules: Techniques for Effective
Knowledge Extraction. Editors: Yanchang Zhao, Chengqi Zhang and Longbing Cao.
IGI Global. To appear.
9.
Guozhu Dong, Jianwen Su.
Incremental Computation of Queries. Encyclopedia of Database Systems. Ling Liu
and M. Tamer Ozsu, Editors-in-Chief. Springer. To
appear.
10.
Guozhu Dong, Jinyan Li.
Emerging Patterns. Encyclopedia of Database Systems. Ling Liu and M. Tamer Ozsu, Editors-in-Chief. Springer. To appear.
11.
Liping Wang, Qing Li, Guozhu Dong and Yu Li.
Semantic Knowledge Facilities for a Web-based Recipe Database System Supporting
Personalization. In: Special issue on Semantics, Knowledge and Web, Concurrency and
Computation: Practice and Experience. 20(7): 753-782, 2008.
12.
Liping Wang, Qing Li, Na Li,
Guozhu Dong, Yu Yang. Substructure Similarity Search in Chinese Recipes. WWW 2008: 979-988.
13.
Zhengzheng Xing,
14. Xiuzhen Zhang, Pauline LienHua
Chou, and Guozhu Dong. Efficient computation of iceberg cubes by bounding
aggregate functions. IEEE TKDE, 19(7): 903-918 (2007).
15. Mengling Feng, Guozhu Dong, Jinyan Li, Yap-Peng Tan, Limsoon Wong. Evolution
and Maintenance of Frequent Pattern Space When Transactions Are Removed.
Proceedings of PAKDD (Pacific
16. Xiaonan Ji, James
Bailey, Guozhu Dong. Mining Minimal Distinguishing Subsequence Patterns with
Gap Constraints. Knowledge
and Information Systems, Vol 11, No 3,
pp.259-296, April 2007.
17. Eric Kyoo
Han Bae, James Bailey and Guozhu Dong. Clustering
Similarity Comparison Using Density Profiles. Proceedings of the 19th
Australian Joint Conference on Artificial Intelligence.
18. Yixin Chen, Guozhu
Dong, Jiawei Han, Jian Pei,
Benjamin W. Wah, Jianyong
Wang. Regression Cubes with Lossless Compression and Aggregation. IEEE Transactions on Knowledge
and Data Engineering, VOL. 18, NO. 12, DECEMBER 2006.
19. J. Li, H.
Li, L. Wong, J. Pei, and G. Dong. "Minimum
Description Length (MDL) Principle: Generators Are Preferable to Closed
Patterns". In Proceedings of the 21st National Conference on Artificial
Intelligence (AAAI'06),
20. Lijun Chen and Guozhu
Dong. Succinct and Informative Cluster Descriptions for Document Repositories.
International Conference on Web-Age Information Management, 2006. (Proceedings
published by Springer LNCS Series.)
21. Lijun Chen, Guozhu
Dong. Masquerader Detection Using OCLEP: One-Class Classification Using Length
Statistics of Emerging Patterns. International Workshop on INformation
Processing over Evolving Networks (WINPEN), 2006. (Proceedings published by
IEEE.)
22. 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. Data Mining and Knowledge Discovery, 9 (1): 89-116,
July 2004.
23. J. Bailey, G. Dong and K. Rammamohanarao, On the
decidability of the termination problem of active database systems. Theoretical
Computer Science 311(1-3): 389-437 (2004).
24. Jinyan Li, Guozhu
Dong, Kotagiri Ramamohanarao,
and Limsoon Wong. DeEPs: A
New Instance-based Discovery and Classification System. Machine Learning 54(2):
99-124 (2004).
25. Guozhu Dong, Changjie
Tang and Wei Wang eds. Proceedings of The Fourth International Conference on
Web-Age Information Management (WAIM), 2003, Chengdu, China. LNCS
2762 , Springer Verlag.
26. G. Dong, L. Libkin,
and L. Wong. Incremental Recomputation in Local
Languages. In Information and Computation , Vol 181,
pp88-98, 2003.
27. Guozhu Dong, Jiawei
Han, Laks V.S. Lakshmanan, Jian Pei, Haixun Wang, Philip S.
Yu. Online Mining of Changes from Data Streams: Research Problems and
Preliminary Results. ACM SIGMOD MPDS 2003.
28. Ke Wang, Yudong
Jiang, Jeffrey Xu Yu, Guozhu
Dong, Jiawei Han. Pushing Aggregate Constraints by
Divide-and-Approximate. IEEE ICDE 2003.
29. Jian Pei,
Guozhu Dong, Wei Zou, Jiawei Han. On
Computing Condensed Frequent Pattern Bases. IEEE ICDM 2002.
30. Yixin Chen, Guozhu
Dong, Jiawei Han, Benjamin W. Wah,
Jianyong Wang. Multi-Dimensional Regression Analysis
of Time-Series Data Streams. VLDB 2002. postscript
31. Yixin Chen, Guozhu
Dong, Jiawei Han, Jian Pei,
Benjamin W. Wah, Jianyong
Wang. Online analytical processing stream data: is it feasible? ACM SIGMOD DMKD
2002.
32. Jiawei Han, Jianyong
Wang, Guozhu Dong,
33. Jinyan Li,
Guozhu Dong and Kotagiri Ramamohanarao. Making
Use of the Most Expressive Jumping Emerging Patterns for Classification. Knowledge and Information
Systems 3(2): 131-145 (2001).
34. Guozhu Dong. Knowledge discovery in
databases. Chapter in John J. Marciniak, editor, Encyclopedia of Software Engineering.
Wiley, December, 2001.
35. Guozhu Dong, Jiawei
Han, Joyce Lam,
36. Jack S.N. Jean, Guozhu
Dong, Hwa Zhang, Xinzhong Guo, Baifeng Zhang. Query
processing with an FPGA Coprocessor Board. In Proceedings of The
First International Conference on ENGINEERING OF RECONFIGURABLE SYSTEMS AND
ALGORITHMS (ERSA), 2001,
37. Jiawei Han,
38. Guozhu
Dong and Kaustubh Deshpande. Efficient
Mining of Niches and Set Routines. In Pacific-Asia Conference On Knowledge Discovery and Data Mining, 2001. postscript
39. Jinyan
Li, Kotagiri Ramamohanarao, and Guozhu Dong. Combining the strength of pattern frequency and distance
for classification. In Pacific-Asia Conference On
Knowledge Discovery and Data Mining, 2001. postscript
40. Xiuzhen Zhang, Guozhu
Dong, and Kotagiri Ramamohanarao.
Building behavior knowledge space to make classification decision. In
Pacific-Asia Conference On Knowledge Discovery and
Data Mining, 2001. postscript
41. Jinyan
Li, Kotagiri Ramamohanarao, Guozhu Dong. Emerging
Patterns and Classification. Proceedings of the ASIAN Conference, 15-32, 2000. postscript
42. Guozhu Dong and Louxin
Zhang. Separating Auxiliary Arity Hierarchy of
First-Order Incremental Evaluation Using (3+1)-ary
Input Relations. International Journal of Foundations of Computer Science, Vol.
11, No. 4, pp 573-578, 2000.
43. Xiuzhen Zhang, Guozhu
Dong, and Kotagiri Ramamohanarao.
Information-based Classification by Aggregating Emerging Patterns. In Second
International Conference On Intelligent Data
Engineering And Automated Learning (IDEAL) 2000. postscript
44. Jinyan
Li, Guozhu Dong and Kotagiri Ramamohanarao. Making Use of the Most Expressive Jumping Emerging
Patterns for Classification. In the KAIS Journal. Earlier version appeared in
PAKDD2000.
45. Jinyan
Li, Guozhu Dong, and Kotagiri Ramamohanarao. Instance-based classification by emerging patterns.
PKDD-2000, 4th European Conference of Principles and Practice of Knowledge
Discovery in Databases, September 13-16, 2000,
46. Xiuzhen Zhang, Guozhu
Dong and Kotagiri Ramamohanarao.
Exploring Constraints to Efficiently Mine Emerging Patterns from Large
High-dimensional Datasets. ACM SIGKDD 2000 International Conference on
Knowledge Discovery & Data Mining, August 20-23, 2000,
47. Jinyan
Li, Kotagiri Ramamohanarao and Guozhu Dong. The Space of Jumping Emerging Patterns and Its
Incremental Maintenance. International Conference on Machine Learning, June
2000. postscript
48. , G Dong, L Libkin
and L Wong. Local Properties of Query Languages. Theoretical
Computer Science , 239 (2) (2000) pp. 277-308.
49. Jinyan
Li, Guozhu Dong and Kotagiri Ramamohanarao. Making Use of the Most Expressive Jumping Emerging
Patterns for Classification. Proceedings of Pacific Asia Conference on
Knowledge Discovery in Databases (PAKDD),
50. Guozhu Dong and Jianwen
Su. Incremental Maintenance of Recursive Views Using Relational Calculus/SQL.
Database Principles Column, ACM SIGMOD Record, March 2000. postscript
51. Richard Hull, Francois Llirbat, Bharat Kumar, Gang Zhou, Guozhu
Dong, and Jianwen Su. Optimization
techniques for data intensive decision flows. IEEE International
Conference on Data Engineering (ICDE), San Diego, March, 2000.
52. Xiuzhen Zhang, Guozhu
Dong, Limsoon Wong. Using CAEP to Predict Translation
Initiation Sites from Genomic DNA Sequences. TR2001/22, CSSE, Univ of
53. Guozhu Dong, Xiuzhen
Zhang, Limsoon Wong, Jinyan
Li. CAEP: Classification by Aggregating Emerging Patterns. DS-99: Proceedings
of Second International Conference on Discovery Science, Lecture Notes in
Computer Science, Vol. 1721 Springer, ISBN 3-540-66713-X, Setsuo
Arikawa, Koichi Furukawa (Eds.), December 6--8, 1999,
Tokyo, Japan. postscript
54. G Dong, L Libkin,
J Su and L Wong. Maintaining Transitive Closure of Graphs in SQL. Int'l J. of
Information Technology, 5(1):46--78, October 1999.
55. Richard Hull, Francois Llirbat, Jianwen Su, Guozhu Dong, Bharat Kumar, and Gang Zhou. Efficient support
for decision flows in e-commerce applications. Second International Conference
on Telecommunications and Electronic Commerce (ICTEC),
56. Jinyan Li, Xiuzhen
Zhang, Guozhu Dong, Ramamohanarao
Kotagiri, Qun Sun.
Efficient Mining of High Confidence Association Rules without Support
Thresholds. PKDD-99, 3rd European Conference of Principles and Practice of
Knowledge Discovery in Databases,
57. Guozhu Dong, Richard Hull, Bharat
Kumar, Jianwen Su and Gang Zhou. A Framework for Optimising Distributed Workflow Executions. Proceedings of
the Seventh International Workshop on Database Programming Languages (DBPL99).
58. Guozhu Dong and Jinyan
Li. Efficient Mining of Emerging Patterns: Discovering Trends and Differences.
ACM SIGKDD 1999 International Conference on Knowledge Discovery & Data
Mining, pages 43 -- 52. August 15-18, 1999,
59. Guozhu Dong, Jinyan
Li and Xiuzhen Zhang. Discovering Jumping Emerging
Patterns and Experiments on Real Datasets. Proceedings of 9th International
Database Conference on Heterogeneous and Internet Databases (IDC99), Hong Kong,
July 15-17, 1999.
60. Guozhu Dong. Incremental Maintenance
of Recursive Views: A Survey. Chapter 12, in Materialized Views: Techniques,
Implementations, and Applications, (eds.) by Ashish
Gupta and Inderpal Singh Mumick.
ISBN 0-262-57122-6. MIT Press, 1999.
61. Guozhu Dong, Rodney Topor.
Incremental Evaluation of Datalog Queries. Chapter
17, in Materialized Views: Techniques, Implementations, and Applications,
(eds.) by Ashish Gupta and Inderpal
Singh Mumick. ISBN 0-262-57122-6. MIT Press, 1999.
This chapter is reprinted from the Proceedings of the 1992 International
Conference on Database Theory.
62. Jiawei Han, Guozhu
Dong, and Yiwen Yin. Efficient Mining of Partial Periodic
Patterns in Time Series Database. pages 106-115, IEEE
International Conference on Data Engineering (ICDE), Sydney, March, 1999. ascii abstract gziped postscript
63. Xun Cheng, Guozhu
Dong, Tzekwan Lau, Jianwen
Su. Data Integration by Describing Sources with Constraint Databases. pages 374-381, IEEE International Conference on Data
Engineering (ICDE), Sydney, March, 1999. ascii abstract gziped postscript
64. Richard Hull, Francois Llirbat, Eric Simon, Jianwen Su,
Guozhu Dong, Bharat Kumar, and Gang Zhou. Declarative Workflows that Support
Easy Modification and Dynamic Browsing. International Joint Conference on Work
Activities Coordination and Collaboration (WACC).
65. J. Bailey and G. Dong. Decidability of
First Order Logic Queries over Views. International Conference on Database
Theory (ICDT), Edited by Buneman and Beeri.
66. C. Pang,
R. Kotagiri and G. Dong. Incremental
FO(+,<) Maintenance of All-pairs Shortest Paths for
Undirected Graphs After Insertions and Deletions. International Conference on
Database Theory (ICDT), Edited by Buneman and Beeri.
67. G. Dong and J. Su. Arity
Bounds for First-Order Incremental Evaluation and Definition of Polynomial Time
Database Queries. Journal of Computer and System Sciences (JCSS),
57(3):289-308, December 1998.
68. M. Benedikt,
G. Dong, L. Libkin and L. Wong. Relational expressive
power of constraint query languages. Journal
of Association for Computing Machinery (JACM) 45(1):1-34, January 1998.
69. J. Bailey, G. Dong, M. Mohania and X. Wang. Efficient Incremental View Maintenance
in Distributed Databases by Tagging. Journal of Distributed and
Parallel Processing, Kluwer, 6(3):287-309, July
1998.
70. J. Bailey, G. Dong and R. Kotagiri. Decidability and Undecidability
Results for the Termination Problem of Active Database Rules. ACM Symposium on
Principles of Database Systems (PODS), Seattle, pages 264-273, 1998. ascii abstract gziped postscript
71. G. Dong and J. Li. Interestingness of
Discovered Association Rules in terms of Neighborhood-Based Unexpectedness.
Proceedings of Pacific Asia Conference on Knowledge Discovery in Databases
(PAKDD), pages 72-86.
72. A set of slides which survey the main
results on the maintenance in first-order of views defined by recursive queries
is available as gziped postscript
73. G. Dong and R. Kotagiri.
Maintaining constrained transitive closure by conjunctive queries. Proceedings
of International Conference on Deductive and Object-Oriented Databases (DOOD),
74. Guozhu Dong and Chaoyi
Pang. First-order maintenance of transitive closure after node-set and edge-set
deletions. Information Processing Letters (IPL). 62(3):193--199, 1997.
75. G. Dong, L. Libkin,
and L. Wong. Local properties of query languages. In Foto
Afrati and Phokian Kolaitis, editors, Proc. International Conference on
Database Theory (ICDT), Lecture Notes in Computer Science, Volume 1186, pp.
140--154. Springer-Verlag, Jan 1997. ascii abstract
76. J.Bailey, G.Dong,
and K.Ramamohanarao. Structural issues in active rule
systems. In Foto Afrati and
Phokian Kolaitis, editors,
Proc. International Conference on Database Theory (ICDT), Lecture Notes in
Computer Science, Volume 1186, pp. 203--214. Springer-Verlag,
Jan 1997.
77. G. Dong and L. Wong. Some
Relationships between FOIES and Sigma 1 1 Arity Hierarchies. Bulletin of the European Association of
Theoretical Computer Science, 61:72-9, February 1997. gziped postscript
78. G. Dong and J. Su. Deterministic FOIES
are Strictly Weaker. Annals of Mathematics and Artificial Intelligence,
19(1-2):127--146, 1997. ascii abstract
79. M. Bendikt,
G. Dong, L. Libkin and L. Wong. Relational expressive
power of constraint query languages. Proc. ACM Symposium on Principles of
Database Systems (PODS),
80. G. Dong, J. Su. Conjunctive query
containment with repect to views and constraints.
Information Processing Letters (IPL), Vol 57, No 2,
pp95-102, 1996.
81. M. Mohania
and G. Dong. Algorithms for adapting materialised
views in data warehouses. In Proc. of Internat'l
Symposium on Cooperative Database Systems for Advanced Applications, pp.
62--69, 1996.
82. G. Dong, J. Su. Incremental and Decremental Evaluation of Transitive Closure by First-Order
Queries. Information and Computation, pp. 101-106, 1:120, July 1995. ascii abstract
83. G. Dong,
J. Su, R. Topor. Nonrecursive Incremental Evaluation of Datalog Queries. Annals of Mathematics and Artificial
Intelligence, 14:187-223, 1995. ascii abstract
84. G. Dong, J. Su. Incremental boundedness and nonrecursive
incremental evaluation of datalog queries (extended
abstract). International Conference on Database Theory (ICDT),
85. , G. Dong, J. Su. Space bounded FOIES.
Proc. ACM Symposium on Principles of Database Systems,
86. G. Dong, L. Libkin,
L. Wong. On impossibility of decremental recomputation of recursive queries in relational calculus
and SQL. Fifth International Database Programming Languages Workshop, 1995.
87. G. Dong, S. Ginsburg. On
decompositions of chain datalog programs into P
(left)-linear 1-rule components. Journal of Logic Programming (JLP),
23(3):203--236, June 1995. ascii abstract
88. G. Dong. On the index of positive
programmed formal languages. Information Processing Letters (IPL), 54, pp.
105-110, 1995.
89. Q. Li and G. Dong. A framework for
object migration in object-oriented databases. Data and Knowledge Engineering,
13(3):221--242, 1994.
90. G. Dong and J. Su. First-order
incremental evaluation of datalog queries. In Proc.
of 4th Internat'l Workshop on Database Programming
Languages, C. Beeri, A. Ohori
and D. Shasha (Eds), pp.
295--308. Workshop in Computing Series, Springer-Verlag,
1993.
91. G. Dong. On the monotonicity
of (LDL) logic programs with sets. Annals of Mathematics and Artificial
Intelligence, 7(1-4):107--127, 1993.
92. G. Dong, K. Davis, and A. Heuer. Discussion Report: Object Migration and
Classification. In Modelling Database Dynamics, eds U.W. Lipeck
and B. Thalheim, pp. 223--227. Springer, 1993.
93. G. Dong and R. Topor.
Incremental evaluation of datalog queries. In Proc.
Int'l Conf. on Database Theory, pp. 282--296, Berlin, Germany, October 1992.
94. G. Dong and Q. Li. Object migration in
object-oriented databases. In Proc. 4th Internat'l
Workshop on Foundations of Models and Languages for Data and Objects: MODELLING
DATABASE DYNAMICS, U.W. Lipeck and B. Thalheim eds,
pp 81-92. Volkse (
95. G. Dong and K. Ramamohanarao.
Representation and translation of queries in heterogeneous databases with
semantic discrepancies. In Proc. IFIP DS-5 Conf on Interoperable Database
Systems. pp. 177--190, Nov. 1992.
96. Guozhu Dong. Datalog
expressiveness of chain queries: Grammar tools and characterisations.
In Proc. ACM Symposium of Principles of Database Systems, pp. 81--90, 1992.
97. Guozhu Dong. On Datalog
Linearisation of Chain Queries. In Theoretical
Studies in Computer Science, J.D. Ullman eds, pp. 181--206. Academic Press, 1991.
98. Guozhu Dong,
99. G. Dong and J. Su. Object behaviors
and scripts. In Proc. 3rd Internat'l Workshop on
Database Programming Languages, pp. 383--398. Morgan-Kaufmann, 1991.
100. Guozhu Dong,
101. Guozhu Dong. Inference of cyclicity and acyclicity constraints
among recursively typed objects with identifiers. In Proc. Far-East Workshop on
Future Database Systems, pp. 130--144, April 1990.
102. Guozhu Dong. On distributed processibility of datalog queries
by decomposing databases. In Proc. ACM Internat'l
Conf. on Management of Data, pp. 26--35, 1989.
103. Guozhu Dong. On the composition and
decomposition of datalog program mappings. In Proc.
of Internat'l Conf. on Database Theory, Lecture Notes
in Computer Science No. 326 (M. Gyssens, J. Paredaens, and D. Van Gucht eds), pp. 87--101, 1988.
104.
Guozhu
Dong,