Publications

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Recent Publications (2000 - )

1.       J. Lv, G. Wang, J.X. Yu, G. Yu, H. Lu and B. Sun: Performance Evaluation of A DOM-based XML Database: Storage, Indexing and Query Optimization, The Third International Conference on Web-Age Information Management, Beijing, China, August 2002.

2.       H. Lu, G. Wang,  G. Yu, Y. Bao, J. Lv, and Y. Yu: XBase: Making Your Gigabyte Disk Files Queriable. The 2002 ACM SIGMOD Conference on Management of Data, Madison, Wisconsin, June 3-6.

3.       H. Lu and R. Setiono, Effective Query Size Estimation Using Neural Networks, Applied Intelligence 16(3): 173-183; May 2002.

4.       W. Lou, G. Liu,  H. Lu, Q. Yan, Cut-and-Pick Transactions for Proxy Log Mining. EDBT2002, 88-105.

5.       W. Fan, H. Lu, S. Madnick, and  D.W. Cheung, DIRECT: A System Mining Data Value Conversion Rules from Disparate Sources,  Decision Support Systems, 34(1), 19-39, 2002.

6.       W. Wang, J. Feng, H. Lu, J. X. Yu, Condensed Cube: An Effective Approach to Reducing Data Cube Size. The 18th International Conference on Data Engineering, San Jose, California, February 26-March 1, 2002.

7.       X. Meng, H. Lu, H. Wang, M. Gu: Schema-Guided Wrapper Generator: The 18th International Conference on Data Engineering, San Jose, California, February 26-March 1, 2002.

8.       H. Jiang, H. Lu, W. Wang,  J.X. Yu, XParent: An Efficient RDBMS-Based XML Database System, The 18th International Conference on Data Engineering, San Jose, California, February 26-March 1, 2002.

9.       H. Jiang, H. Lu, W. Wang,  J.X. Yu, Path Meterialization Revisited: An Efficient Storage Model for XML Data, The Australian Database Conference, Melbourne, Australia, 2002.

10.    W. Fan, H. Lu, S. Madnick, and D.W. Cheung, "Discovering and reconciling value conflicts for numerical data integration", Information Systems, Vol 26/8, pp 635-656, Nov, 2001

11.    A. Zhou, H. Lu, S. Zheng, Y. Liang, L. Zhang, W. Ji, and Z. Tian, VXMLR: A Visual XML-Relational Database System, The 27th International Conference on Very Large Databases, Rome, Italy, September 11-14, 2001.

12.    J.X. Yu, and H. Lu, Multi-Cube Computation, The 7th International Symposium on Database Systems for Advanced Applications, Hong Kong, China,  April 18-21, 2001.

13.    H. Lu, Seamless Integration of Data Mining with DBMS and Applications. (Keynote speech),  The fifth Pacific-Asia Conference on Knowledge Discovery and Data Mining, Hong Kong, China, April 16-18, 2001. powerpoint .

14.    D. Meretakis, D. Fragoudis, H. Lu and S. Likothanassis, Scalable Association-based Text Classification, Ninth International Conference on Information and Knowledge Management, Washington, DC. November 6-11, 2000.

15.    Stefano Ceri, Leonid A. Kalinichenko, Masaru Kitsuregawa, Hongjun Lu, Z. Meral Özsoyoglu, Richard T. Snodgrass, Victor Vianu, SIGMOD Sister Societies. SIGMOD Record 29(1): 4-15 (2000)

16.    H. Lu, and H. Liu: Decision Tables: Scalable Classification Exploring RDBMS Capabilities. Proceedings of the 26th International Conference on Very Large Databases, Cairo, Egypt, September 10-14, 2000.

17.    Y. Diao, H. Lu, S.Chen, and Z. Tian: Toward Learning Based Web Query Processing. Proceedings of the 26th International Conference on Very Large Databases, Cairo, Egypt, September 10-14, 2000.

18.    D. Meretakis, H.  Lu and B. Wüthrich, A Study on the Performance of Large Bayes Classifier, Eleventh European Conference on Machine Learning, Barcelona, Spain, May 30 – June 2, 2000, 271-279.

19.    S. Chen, Y. Diao, H. Lu and Z. Tian, FACT: A Learning Based Web Query Processing System, The 2000 ACM SIGMOD Conference on Management of Data, Dallas, Texas, May 14-19, 2000, 587.

20.    Y. Diao, H. Lu and D. Wu, A Comparative Study of Classification Based Personal E-mail Filtering, The Fourth Pacific- Asia Conference on Knowledge Discovery and Data Mining, Kyoto, Japan , April 18-20, 2000, 408-419.

21.    F. Hussain, H. Liu,  E. Suzuki, and  H. Lu,  Exception Rule Mining With a Relative Interestingness Measure. The Fourth Pacific- Asia Conference on Knowledge Discovery and Data Mining, Kyoto, Japan , April 18-20, 2000, 86-97.

22.    H. Lu, Y.Y. Ng, and Z.Tian: T-Tree or B-Tree: Main Memory Database Index Structure Revisited. Australasian Database Conference 2000, Canberra, Australia, February 2000, 65-73

23.    H. Lu,  L. Feng and J. Han, Beyond Intra-Transaction Association Analysis: Mining Multi-Dimensional Inter-Transaction Association Rules, ACM Transactions on Information Systems,  Vol. 18, No. 4, October 2000.

Web and Electronic Commerce

·         Xia, Q., Feng, L. and Lu, H., Supporting Web-Based Database Application Development, The 6th International Symposium on Database Systems for Advanced Applications (DASFAA99), Taiwan, April 19-22, 1999, 17-26.

·        Zhao, L., Lu, H., and Misic, V., Towards Electronic Commerce Management Systems, First International Conference on Telecommunications and Electronic Commerce (ICTEC98), Nashville, USA, November 19-22, 1998.

Data Warehousing, Data Mining and Knowledge Discovery

·         Cheung, D.W., Zhou, B., Kao, B., Lu, H., Lam, T.W. and Ting, H.F, Requirement-Based Data Cube Schema Design, 1999 ACM CIKM International Conference on Information and Knowledge Management (CIKM99), Kansas City, Missouri, November 2-6, 1999.

·         Feng, L., Lu, H., Yu, J.X. and Han, J., Mining Inter-Transaction Association Rules with Templates, 1999 ACM CIKM International Conference on Information and Knowledge Management (CIKM99), Kansas City, Missouri, November 2-6, 1999.

·         Liu, H., and Lu, H., Mining weak rules, The Twenty-Third Annual International Computer Software and Application Conference (COMPSAC'99), Phoenix, Arizona, October 27-29, 1999.

·         Lee, M-L., Lu, H., Ling, T-W., and Ko, Y.T., Cleansing Data for Mining and Warehousing, 10th International Conference and Workshop on Database and Expert Systems Applications (DEXA99), Florence, Italy, August 30 - September 3, 1999.

·         Tung, K.H., Lu, H. ., Han, J. and Feng, L., Breaking the Barrier of Transactions: Mining Inter-Transaction Association Rules, the ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD99), San Diego, CA, August 15-18, 1999.

·         Liu, H., Lu, H. , Feng, L., and Hussain, F, Efficient Search of Reliable Exceptions, The Third Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD99), Beijing, China, April 26-28, 1999, 194-203.

·        Yu, J.X. and Lu, H., Hash-In Place: Data Cube Computation Revisited, 15th International Conference on Data Engineering (ICDE99), Sydney, Australia, March 23-26, 1999, 254.

·        Lu, H. and Feng, L., Integrating Database and Web Technologies, The Journal of World Wide Web, Vol 1, No. 2, 1998, 73-86.

·        Lu, H., Han, J., and L. Feng, Stock Price Movement Prediction and N-Dimensional Inter-Transaction Association Rules, 1998 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery (DMKD98), Seattle, Washington, June 5, 1998, 12.1-12.7,

·        Lee, H.Y., Lu, H. and Motoda, H. (Eds) KDD: Techniques and Applications, Knowledge Based Systems, Special Issue Vol. 10, No 7, May 1998.

·        Liu, H., Lu, H. , and J. Yao, Identifying Relevant Databases for Multidatabase Mining, The Second Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD98), Melbourne, Australia, April 1998

Query Processing in Parallel Database Systems

Multi-database Management

Access Methods and Buffer Management

·         Tung, K.H., Tay, Y.C. and Lu, H., , BROOM: Buffer Replacement Using Online Optimization By Mining 1998 ACM CIKM International Conference on Information and Knowledge Management (CIKM98), Bethesda, Maryland, November 3-7, 1998, 185-192.

Non-Relational Databases

Query Languages and User Interface

Recursive Query Processing

Distributed Query Processing

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